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Rogers L, Galezowski A, Ganshorn H, Goldsmith D, Legge C, Waine K, Zachar E, Davies JL. The use of telepathology in veterinary medicine: a scoping review. J Vet Diagn Invest 2024:10406387241241270. [PMID: 38742388 DOI: 10.1177/10406387241241270] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/16/2024] Open
Abstract
Telepathology, as a subset of teleconsulting, is pathology interpretation performed at a distance. Telepathology is not a new phenomenon, but since ~2015, significant advances in information technology and telecommunications coupled with the pandemic have led to unprecedented sophistication, accessibility, and use of telepathology in human and veterinary medicine. Furthermore, telepathology can connect veterinary practices to distant laboratories and provide support for underserved animals and communities. Through our scoping review, we provide an overview of how telepathology is being used in veterinary medicine, identify gaps in the literature, and highlight future areas of research and service development. We searched MEDLINE, CAB Abstracts, and the gray literature, and included all relevant literature. Despite the widespread use of digital microscopy in large veterinary diagnostic laboratories, we identified a paucity of literature describing the use of telepathology in veterinary medicine, with a significant gap in studies addressing the validation of whole-slide imaging for primary diagnosis. Underutilization of telepathology to support postmortem examinations conducted in the field was also identified, which indicates a potential area for service development. The use of telepathology is increasing in veterinary medicine, and pathologists must keep pace with the changing technology, ensure the validation of innovative technologies, and identify novel uses to advance the profession.
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Affiliation(s)
- Lindsay Rogers
- Faculty of Veterinary Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Angelica Galezowski
- Faculty of Veterinary Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Heather Ganshorn
- Library and Cultural Resources, University of Calgary, Calgary, Alberta, Canada
| | - Dayna Goldsmith
- Faculty of Veterinary Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Carolyn Legge
- Faculty of Veterinary Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Katie Waine
- Faculty of Veterinary Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Erin Zachar
- Faculty of Veterinary Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Jennifer L Davies
- Faculty of Veterinary Medicine, University of Calgary, Calgary, Alberta, Canada
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2
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Oteri V, Piane S, Cocci E. The use of telecytology for the evaluation of thyroid nodules fine-needle aspiration biopsy specimens: a systematic review. J Endocrinol Invest 2024:10.1007/s40618-024-02378-3. [PMID: 38704449 DOI: 10.1007/s40618-024-02378-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Accepted: 04/18/2024] [Indexed: 05/06/2024]
Abstract
PURPOSE Fine needle aspiration biopsy (FNAB) is currently the gold standard for diagnosis and treatment of thyroid nodules, but the growing need for anatomic pathology services in small communities is becoming a challenge. Telecytology (TC) is defined as the electronic transmission of cytological digital images, and allows for the collection of samples, primary diagnosis, and other applications without the physical presence of a pathologist. Our aim is to systematically report, summarize, and critically analyze the most up to date applications of TC to thyroid nodules FNAB evaluation. METHODS We performed a systematic literature review by searching PubMed, Embase, and Cochrane Library databases. Only studies published in peer-reviewed scientific journals were included. Data were extracted using the PICO framework and critically analyzed. PRISMA guidelines were applied, and the risk of bias in the included studies was assessed using the ROBINS-I tools. The methodological quality was assessed following GRADE criteria. RESULTS We included 13 observational studies, resulting in a total of 3856 evaluated FNAB specimens. The majority of studies (63.6%) showed an excellent concordance rate of diagnosis via TC and conventional cytology. TC can be used to perform preliminary assessment of samples with a concordance rate ranging from 74 and 100%, showing a significant reduction of the non-diagnostic rate. Image quality was referred to as perfect or nearly perfect in most cases, regardless of telecytology technique. CONCLUSION Telecytology could be a valuable implementation for thyroid FNAB evaluation both for primary diagnosis and preliminary assessment of samples.
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Affiliation(s)
- V Oteri
- Endocrine Unit, Department of Clinical and Experimental Medicine, University of Catania, Garibaldi-Nesima Hospital, Catania, Italy.
| | - S Piane
- Department of Medicine and Surgery, University of Milano-Bicocca, Milan, Italy
| | - E Cocci
- Department of Clinical and Experimental Medicine, Marche Polytechnic University, Ancona, Italy
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3
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Saito M, Tamamoto T, Kawashiro S, Umezawa R, Matsuda M, Tohyama N, Katsuta Y, Kanai T, Nemoto H, Onishi H. Current status of remote radiotherapy treatment planning in Japan: findings from a national survey†. JOURNAL OF RADIATION RESEARCH 2024; 65:127-135. [PMID: 37996096 PMCID: PMC10803164 DOI: 10.1093/jrr/rrad085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Revised: 09/04/2023] [Accepted: 10/14/2023] [Indexed: 11/25/2023]
Abstract
The purpose of this study was to investigate the status of remote-radiotherapy treatment planning (RRTP) in Japan through a nationwide questionnaire survey. The survey was conducted between 29 June and 4 August 2022, at 834 facilities in Japan that were equipped with linear accelerators. The survey utilized a Google form that comprised 96 questions on facility information, information about the respondent, utilization of RRTP between facilities, usage for telework and the inclination to implement RRTPs in the respondent's facility. The survey analyzed the utilization of the RRTP system in four distinct implementation types: (i) utilization as a supportive facility, (ii) utilization as a treatment facility, (iii) utilization as a teleworker outside of the facility and (iv) utilization as a teleworker within the facility. The survey response rate was 58.4% (487 facilities responded). Among the facilities that responded, 10% (51 facilities) were implementing RRTP. 13 served as supportive facilities, 23 as treatment facilities, 17 as teleworkers outside of the facility and 5 as teleworkers within the facility. In terms of system usage between supportive and treatment facilities, 70-80% of the participants utilized the system for emergencies or as overtime work for external workers. A substantial number of facilities (38.8%) reported that they were unfamiliar with RRTP implementation. The survey showed that RRTP utilization in Japan is still limited, with a significant number of facilities unfamiliar with the technology. The study highlights the need for greater understanding and education about RRTP and financial funds of economical compensation.
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Affiliation(s)
- Masahide Saito
- Department of Radiology, University of Yamanashi, 1110 Shimokato, Chuo, Yamanashi 409-3898, Japan
| | - Tetsuro Tamamoto
- Department of Medical Informatics, Nara Medical University Hospital, 840 Shijyo-cho, Kashihara, Nara 634-8521, Japan
| | - Shohei Kawashiro
- Department of Radiation Oncology, Faculty of Medicine, Yamagata University, 2-2-2 Iida-Nishi, Yamagata, Yamagata 990-9585, Japan
| | - Rei Umezawa
- Department of Radiation Oncology, Tohoku University Graduate School of Medicine, 1-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi 980-8574, Japan
| | - Masaki Matsuda
- Department of Radiology, University of Yamanashi, 1110 Shimokato, Chuo, Yamanashi 409-3898, Japan
| | - Naoki Tohyama
- Division of Medical Physics, Tokyo Bay Makuhari Clinic for Advanced Imaging, Cancer Screening, and High-Precision Radiotherapy, 1-17 Toyosuna, Mihama-ku, Chiba, Chiba 261-0024, Japan
| | - Yoshiyuki Katsuta
- Department of Radiation Oncology, Tohoku University Graduate School of Medicine, 1-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi 980-8574, Japan
| | - Takayuki Kanai
- Department of Radiation Oncology, Tokyo Women's Medical University, 8-1, Kawada-Cho, Shinjuku-Ku, Tokyo 162-8666, Japan
| | - Hikaru Nemoto
- Department of Radiology, University of Yamanashi, 1110 Shimokato, Chuo, Yamanashi 409-3898, Japan
| | - Hiroshi Onishi
- Department of Radiology, University of Yamanashi, 1110 Shimokato, Chuo, Yamanashi 409-3898, Japan
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Liu Y, Levenson RM, Jenkins MW. Slide Over: Advances in Slide-Free Optical Microscopy as Drivers of Diagnostic Pathology. THE AMERICAN JOURNAL OF PATHOLOGY 2022; 192:180-194. [PMID: 34774514 PMCID: PMC8883436 DOI: 10.1016/j.ajpath.2021.10.010] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/09/2021] [Revised: 10/12/2021] [Accepted: 10/18/2021] [Indexed: 02/03/2023]
Abstract
Conventional analysis using clinical histopathology is based on bright-field microscopy of thinly sliced tissue specimens. Although bright-field microscopy is a simple and robust method of examining microscope slides, the preparation of the slides needed is a lengthy and labor-intensive process. Slide-free histopathology, however, uses direct imaging of intact, minimally processed tissue samples using advanced optical-imaging systems, bypassing the extended workflow now required for the preparation of tissue sections. This article explains the technical basis of slide-free microscopy, reviews common slide-free optical microscopy techniques, and discusses the opportunities and challenges involved in clinical implementation.
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Affiliation(s)
- Yehe Liu
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio
| | - Richard M. Levenson
- Department of Pathology and Laboratory Medicine, University of California–Davis, Sacramento, California,Address correspondence to Richard M. Levenson, M.D., UC Davis Health, Path Building, 4400 V St., Sacramento, CA 95817; or Michael W. Jenkins, Ph.D., 2109 Adelbert Rd., Wood Bldg., WG28, Cleveland, OH 44106.
| | - Michael W. Jenkins
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio,Address correspondence to Richard M. Levenson, M.D., UC Davis Health, Path Building, 4400 V St., Sacramento, CA 95817; or Michael W. Jenkins, Ph.D., 2109 Adelbert Rd., Wood Bldg., WG28, Cleveland, OH 44106.
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5
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Hu D, Wang C, Zheng S, Cui X. Investigating the genealogy of the literature on digital pathology: a two-dimensional bibliometric approach. Scientometrics 2022. [DOI: 10.1007/s11192-021-04224-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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6
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Patel AU, Shaker N, Erck S, Kellough DA, Palermini E, Li Z, Lujan G, Satturwar S, Parwani AV. Types and frequency of whole slide imaging scan failures in a clinical high throughput digital pathology scanning laboratory. J Pathol Inform 2022; 13:100112. [PMID: 36268081 PMCID: PMC9577040 DOI: 10.1016/j.jpi.2022.100112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2022] [Revised: 06/20/2022] [Accepted: 06/21/2022] [Indexed: 11/18/2022] Open
Abstract
Digital workflow transformation continues to sweep throughout a diversity of pathology departments spanning the globe following catalyzation of whole slide imaging (WSI) adoption by the SARS-CoV-2 (COVID-19) pandemic. The utility of WSI for a litany of use cases including primary diagnosis has been emphasized during this period, with WSI scanning devices gaining the approval of healthcare regulatory bodies and practitioners alike for clinical applications following extensive validatory efforts. As successful validation for WSI is predicated upon pathologist diagnostic interpretability of digital images with high glass slide concordance, departmental adoption of WSI is tantamount to the reliability of such images often predicated upon quality assessment notwithstanding image interpretability but extending to quality of practice following WSI adoption. Metrics of importance within this context include failure rates inclusive of different scanning errors that result in poor image quality and the potential such errors may incur upon departmental turnaround time (TAT). We sought to evaluate the impact of WSI implementation through retrospective evaluation of scan failure frequency in archival versus newly prepared slides, types of scanning error, and impact upon TAT following commencement of live WSI operation in May 2017 until the present period within a fully digitized high-volume academic institution. A 1.19% scan failure incidence rate was recorded during this period, with re-scanning requested and successfully executed for 1.19% of cases during the reported period of January 2019 until present. No significant impact upon TAT was deduced, suggesting an outcome which may be encouraging for departments considering digital workflow adoption.
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7
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Santonicco N, Marletta S, Pantanowitz L, Fadda G, Troncone G, Brunelli M, Ghimenton C, Antonini P, Paolino G, Girolami I, Eccher A. Impact of mobile devices on cancer diagnosis in cytology. Diagn Cytopathol 2021; 50:34-45. [PMID: 34677909 DOI: 10.1002/dc.24890] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2021] [Revised: 10/06/2021] [Accepted: 10/14/2021] [Indexed: 11/05/2022]
Abstract
BACKGROUND Digital pathology has widened pathologists' opportunities to examine both surgical and cytological samples. Recently, portable mobile devices like tablets and smartphones have been tested for application with digital technologies including static, dynamic, and more recently whole slide imaging. This study aimed to review the published literature on the impact of mobile devices on cancer diagnoses in cytology. This analysis focused on their diagnostic potential, technical details, critical issues and pitfalls, and economical aspects. METHODS A systematic search was carried out in the electronic databases Embase and PubMed. Studies dealing with the application of mobile devices for diagnosing cancer on cytological specimens were included. The quality of studies was assessed with the QUADAS-2 tool. The main themes addressed were the comparison of manual examination with light microscopy and the use of mobile tools for primary diagnosis. The technical features of different models of smartphones and tablets, software, and adapters were also studied in terms of feasibility and costs-analysis. RESULTS Of 2458 retrieved articles, 18 were included. Concordance with light microscopy was good and diagnostic performance comparable with an expert pathologist's diagnosis. The mobile devices studied differed, sometimes significantly, in terms of speed and cost. The utility was improved by employing specifically designed adapters. Image acquisition and transmission represent the main critical points in almost all studies. CONCLUSION The use of mobile devices demonstrated promising results regarding the digital evaluation of cytological samples. Widespread adoption even in underserved areas is anticipated following validation studies, technology improvements, and reduction in the costs.
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Affiliation(s)
- Nicola Santonicco
- Department of Diagnostics and Public Health, Section of Pathology, University and Hospital Trust of Verona, Verona, Italy
| | - Stefano Marletta
- Department of Diagnostics and Public Health, Section of Pathology, University and Hospital Trust of Verona, Verona, Italy
| | - Liron Pantanowitz
- Department of Pathology & Clinical Labs, University of Michigan, Ann Arbor, Michigan, USA
| | - Guido Fadda
- Department of Human Pathology of the Adulthood and of the Developing Age "Gaetano Barresi", University of Messina Faculty of Medicine and Surgery, Messina, Italy
| | - Giancarlo Troncone
- Department of Public Health, University of Naples Federico II, Naples, Italy
| | - Matteo Brunelli
- Department of Diagnostics and Public Health, Section of Pathology, University and Hospital Trust of Verona, Verona, Italy
| | - Claudio Ghimenton
- Department of Pathology and Diagnostics, University and Hospital Trust of Verona, Verona, Italy
| | - Pietro Antonini
- Department of Diagnostics and Public Health, Section of Pathology, University and Hospital Trust of Verona, Verona, Italy
| | - Gaetano Paolino
- Department of Diagnostics and Public Health, Section of Pathology, University and Hospital Trust of Verona, Verona, Italy
| | - Ilaria Girolami
- Division of Pathology, Central Hospital Bolzano, Bolzano, Italy
| | - Albino Eccher
- Department of Pathology and Diagnostics, University and Hospital Trust of Verona, Verona, Italy
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8
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He X, Wang L, Wang L, Gao J, Cui F, Ma Q, Zhang W, Wang L, Zhai Y, Zhao J. Effectiveness of a Cloud-Based Telepathology System in China: Large-Sample Observational Study. J Med Internet Res 2021; 23:e23799. [PMID: 34326037 PMCID: PMC8367172 DOI: 10.2196/23799] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2020] [Revised: 12/18/2020] [Accepted: 05/24/2021] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND Whole-slide imaging allows the entire slide to be viewed in a manner that simulates microscopy; therefore, it is widely used in telepathology. However, managing the large digital files needed for whole-slide imaging is difficult. To solve this problem, we set up the Chinese National Cloud-Based Telepathology System (CNCTPS). CNCTPS has been running for more than 4 years and has accumulated a large amount of data. OBJECTIVE The main purpose of this study was to comprehensively evaluate the effectiveness of the CNCTPS based on a large sample. The evaluation indicators included service volume, turnaround time, diagnosis accuracy, and economic benefits. METHODS Details of 23,167 cases submitted to the CNCTPS from January 2016 to December 2019 were collected to analyze the service volume, turnaround time, and economic benefits. A total of 564 patients who visited the First Affiliated Hospital of Zhengzhou University and obtained final diagnoses were followed up to analyze the diagnostic accuracy of the CNCTPS. RESULTS From 2016 to 2019, the service volume of the CNCTPS increased from 2335 to 9240, and the number of participating hospitals increased from 60 to 74. Consultation requests from county-level hospitals accounted for 86.57% (20,287/23,167). A total of 17,495 of 23,167 cases (75.52%) were confirmed, including 12,088 benign lesions, 5217 malignant lesions, and 190 borderline lesions. Of the cases, 3.85% (893/23,167) failed to be diagnosed for reasons such as poor slice quality and incomplete sampling. The median turnaround time was 16.93 hours and was shortened yearly (between 2018 and 2019: adjusted P=.01; other groups: adjusted P<.001); 82.88% cases were diagnosed in 48 hours. There was a discrepancy between the diagnosis and final diagnosis for 11 cases, including 4 false-positive cases and 7 false-negative cases. The sensitivity and specificity were 97.66% and 98.49%, respectively. The diagnostic accuracy of the system was 98.05%, with no statistical difference from the final diagnosis in the hospital (P=.55). By using this system, a total of US $300,000 was saved for patients every year. CONCLUSIONS The novel cloud-based telepathology system has the potential to relieve the shortage of pathologists in primary hospitals. It can also simultaneously reduce medical costs for patients in China. It should, therefore, be further promoted to enhance the efficiency, quantity, and quality of telepathology diagnoses.
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Affiliation(s)
- Xianying He
- National Telemedicine Center of China, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Linlin Wang
- National Telemedicine Center of China, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Li Wang
- Department of Pathology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Jinghong Gao
- National Telemedicine Center of China, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.,National Engineering Laboratory for Internet Medical Systems and Applications, Zhengzhou, China
| | - Fangfang Cui
- National Telemedicine Center of China, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Qianqian Ma
- National Telemedicine Center of China, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Wenjie Zhang
- National Telemedicine Center of China, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.,National Engineering Laboratory for Internet Medical Systems and Applications, Zhengzhou, China
| | - Lin Wang
- National Telemedicine Center of China, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Yunkai Zhai
- School of Management Engineering, Zhengzhou University, Zhengzhou, China
| | - Jie Zhao
- National Telemedicine Center of China, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.,National Engineering Laboratory for Internet Medical Systems and Applications, Zhengzhou, China
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9
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Aldeman NLS, de Sá Urtiga Aita KM, Machado VP, da Mata Sousa LCD, Coelho AGB, da Silva AS, da Silva Mendes AP, de Oliveira Neres FJ, do Monte SJH. Smartpath k: a platform for teaching glomerulopathies using machine learning. BMC MEDICAL EDUCATION 2021; 21:248. [PMID: 33926437 PMCID: PMC8084264 DOI: 10.1186/s12909-021-02680-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Accepted: 04/20/2021] [Indexed: 05/04/2023]
Abstract
BACKGROUND With the emergence of the new coronavirus pandemic (COVID-19), distance learning, especially that mediated by information and digital communication technologies, has been adopted in all areas of knowledge and at all levels, including medical education. Imminently practical areas, such as pathology, have made traditional teaching based on conventional microscopy more flexible through the synergies of computational tools and image digitization, not only to improve teaching-learning but also to offer alternatives to repetitive and exhaustive histopathological analyzes. In this context, machine learning algorithms capable of recognizing histological patterns in kidney biopsy slides have been developed and validated with a view to building computational models capable of accurately identifying renal pathologies. In practice, the use of such algorithms can contribute to the universalization of teaching, allowing quality training even in regions where there is a lack of good nephropathologists. The purpose of this work is to describe and test the functionality of SmartPathk, a tool to support teaching of glomerulopathies using machine learning. The training for knowledge acquisition was performed automatically by machine learning methods using the J48 algorithm to create a computational model of an appropriate decision tree. RESULTS An intelligent system, SmartPathk, was developed as a complementary remote tool in the teaching-learning process for pathology teachers and their students (undergraduate and graduate students), showing 89,47% accuracy using machine learning algorithms based on decision trees. CONCLUSION This artificial intelligence system can assist in teaching renal pathology to increase the training capacity of new medical professionals in this area.
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Affiliation(s)
| | - Keylla Maria de Sá Urtiga Aita
- Open and distance education center and computer scientist of the Immunogenetics and Molecular Biology Laboratory (LIB - UFPI), Federal University of Piauí, Teresina, PI, Brazil
| | - Vinícius Ponte Machado
- Department of Computing and computer scientist of the Immunogenetics and Molecular Biology Laboratory (LIB - UFPI), Federal University of Piauí, Teresina, PI, Brazil
| | - Luiz Claudio Demes da Mata Sousa
- Department of Computing and computer scientist of the Immunogenetics and Molecular Biology Laboratory (LIB - UFPI), Federal University of Piauí, Teresina, PI, Brazil
| | - Antonio Gilberto Borges Coelho
- Systems analyst at the Immunogenetics and Molecular Biology Laboratory, Federal University of Piauí, Teresina, PI, Brazil
| | - Adalberto Socorro da Silva
- Department of Biology and vice coordinator of the Immunogenetics and Molecular Biology Laboratory (LIB - UFPI), Federal University of Piauí, Teresina, PI, Brazil
| | | | | | - Semíramis Jamil Hadad do Monte
- Department of General Clinic and coordinator of the Immunogenetics and Molecular Biology Laboratory (LIB - UFPI), Federal University of Piauí, Teresina, PI, Brazil
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Christian RJ, VanSandt M. Using Dynamic Virtual Microscopy to Train Pathology Residents During the Pandemic: Perspectives on Pathology Education in the Age of COVID-19. Acad Pathol 2021; 8:23742895211006819. [PMID: 33884292 PMCID: PMC8040560 DOI: 10.1177/23742895211006819] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Revised: 02/05/2021] [Accepted: 02/28/2021] [Indexed: 11/16/2022] Open
Abstract
The COVID-19 pandemic has forced educational programs, including pathology residency, to move to a physically distanced learning environment. Tandem microscopic review (also known as “double-scoping”) of pathology slides is a traditional cornerstone of pathology education. However, this requires the use of a double- or multi-headed optical light microscope which is unfortunately not amenable to physical distancing. The loss of double-scoping has forced educational innovation in order to continue teaching microscopy. Digital pathology options such as whole slide imaging could be considered; however, financial constraints felt by many departments often render this option cost-prohibitive. Alternatively, a shift toward teaching via dynamic virtual microscopy offers a readily available, physically distanced, and cost-conscious alternative for pathology education. Required elements include a standard light microscope, a mounted digital camera, computers, and videoconferencing software to share a slide image with the learner(s). Through survey data, we show immediate benefits include maintaining the essence of the traditional light microscope teaching experience, and additional gains were discovered such as the ability for educators and learners to annotate images in real time, among others. Existing technology may not be initially optimized for a dynamic virtual experience, resulting in lag time with image movement, problems focusing, image quality issues, and a narrower field of view; however, these technological barriers can be overcome through hardware and software optimization. Herein, we share the experience of establishing a dynamic virtual microscopy educational system in response to the COVID-19 pandemic, utilizing readily available technology in the pathology department of a major academic medical center.
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Affiliation(s)
- Robert J Christian
- Department of Pathology, Oregon Health & Science University, Portland, OR, USA
| | - Mandy VanSandt
- Department of Pathology, Oregon Health & Science University, Portland, OR, USA
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11
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Babawale M, Gunavardhan A, Walker J, Corfield T, Huey P, Savage A, Bansal A, Atkinson M, Abdelsalam H, Raweily E, Christian A, Evangelou I, Thomas D, Shannon J, Youd E, Brumwell P, Harrison J, Thompson I, Rashid M, Leopold G, Finall A, Roberts S, Housa D, Nedeva P, Davies A, Fletcher D, Aslam M. Verification and Validation of Digital Pathology (Whole Slide Imaging) for Primary Histopathological Diagnosis: All Wales Experience. J Pathol Inform 2021; 12:4. [PMID: 34012708 PMCID: PMC8112347 DOI: 10.4103/jpi.jpi_55_20] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2020] [Revised: 07/03/2020] [Accepted: 10/01/2020] [Indexed: 11/04/2022] Open
Abstract
Aims: The study is aimed to verify Aperio AT2 scanner for reporting on the digital pathology platform (DP) and to validate the cohort of pathologists in the interpretation of DP for routine diagnostic histopathological services in Wales, United Kingdom. Materials, Methods and Results: This was a large multicenter study involving seven hospitals across Wales and unique with 22 (largest number) pathologists participating. 7491 slides from 3001 cases were scanned on Leica Aperio AT2 scanner and reported on digital workstations with Leica software of e-slide manager. A senior pathology fellow compared DP reports with authorized reports on glass slide (GS). A panel of expert pathologists reviewed the discrepant cases under multiheader microscope to establish ground truth. 2745 out of 3001 (91%) cases showed complete concordance between DP and GS reports. Two hundred and fifty-six cases showed discrepancies in diagnosis, of which 170 (5.6%) were deemed of no clinical significance by the review panel. There were 86 (2.9%) clinically significant discrepancies in the diagnosis between DP and GS. The concordance was raised to 97.1% after discounting clinically insignificant discrepancies. Ground truth lay with DP in 28 out of 86 clinically significant discrepancies and with GS in 58 cases. Sensitivity of DP was 98.07% (confidence interval [CI] 97.57–98.56%); for GS was 99.07% (CI 98.72–99.41%). Conclusions: We concluded that Leica Aperio AT2 scanner produces adequate quality of images for routine histopathologic diagnosis. Pathologists were able to diagnose in DP with good concordance as with GS. Strengths and Limitations of this Study: Strengths of this study – This was a prospective blind study. Different pathologists reported digital and glass arms at different times giving an ambience of real-time reporting. There was standardized use of software and hardware across Wales. A strong managerial support from efficiency through the technology group was a key factor for the implementation of the study. Limitations: This study did not include Cytopathology and in situ hybridization slides. Difficulty in achieving surgical pathology practise standardization across the whole country contributed to intra-observer variations.
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Affiliation(s)
- M Babawale
- Department of Cellular Pathology, Glan Clwyd Hospital, Betsi Cadwaladr University Health Board, Bodelwyddan, Wales
| | - A Gunavardhan
- Department of Cellular Pathology, Glan Clwyd Hospital, Betsi Cadwaladr University Health Board, Bodelwyddan, Wales
| | - J Walker
- Department of Anaesthetics, Gwynedd Hospital, Betsi Cadwaladr University Health Board, Bangor, Wales
| | - T Corfield
- Department of Cellular Pathology, Glan Clwyd Hospital, Betsi Cadwaladr University Health Board, Bodelwyddan, Wales
| | - P Huey
- Department of Cellular Pathology, Glan Clwyd Hospital, Betsi Cadwaladr University Health Board, Bodelwyddan, Wales
| | - A Savage
- Department of Cellular Pathology, Glan Clwyd Hospital, Betsi Cadwaladr University Health Board, Bodelwyddan, Wales
| | - A Bansal
- Department of Cellular Pathology, Glan Clwyd Hospital, Betsi Cadwaladr University Health Board, Bodelwyddan, Wales
| | - M Atkinson
- Department of Cellular Pathology, Glan Clwyd Hospital, Betsi Cadwaladr University Health Board, Bodelwyddan, Wales
| | - H Abdelsalam
- Department of Cellular Pathology, Glan Clwyd Hospital, Betsi Cadwaladr University Health Board, Bodelwyddan, Wales
| | - E Raweily
- Department of Cellular Pathology, Glan Clwyd Hospital, Betsi Cadwaladr University Health Board, Bodelwyddan, Wales
| | - A Christian
- Department of Histopathology, University Hospital of Wales, Cardiff and Vale University Health Board, Cardiff, Wales
| | - I Evangelou
- Department of Histopathology, University Hospital of Wales, Cardiff and Vale University Health Board, Cardiff, Wales
| | - D Thomas
- Department of Histopathology, University Hospital of Wales, Cardiff and Vale University Health Board, Cardiff, Wales
| | - J Shannon
- Department of Histopathology, Royal Glamorgan Hospital, Cwm Taf University Health Board, Rhondda Cynon Taff, Wales
| | - E Youd
- Department of Histopathology, Royal Glamorgan Hospital, Cwm Taf University Health Board, Rhondda Cynon Taff, Wales
| | - P Brumwell
- Department of Histopathology, Royal Glamorgan Hospital, Cwm Taf University Health Board, Rhondda Cynon Taff, Wales
| | - J Harrison
- Department of Histopathology, Royal Gwent Hospital, Aneurin Bevan University Health Board, Newport, Wales
| | - I Thompson
- Department of Histopathology, Royal Gwent Hospital, Aneurin Bevan University Health Board, Newport, Wales
| | - M Rashid
- Department of Histopathology, Royal Gwent Hospital, Aneurin Bevan University Health Board, Newport, Wales
| | - G Leopold
- Department of Cellular Pathology, Morriston Hospital Swansea Bay University Health Board, Port Talbot, Wales
| | - A Finall
- Department of Cellular Pathology, Morriston Hospital Swansea Bay University Health Board, Port Talbot, Wales.,Abertawe Bro Morgannwg Health Board, Port Talbot, Wales
| | - S Roberts
- Department of Cellular Pathology, Singleton Hospital, Abertawe Bro Morgannwg Health Board, Port Talbot, Wales
| | - D Housa
- Department of Histopathology, Glangwilli Hospital, Hywel Dda University Health Board, Carmarthen, Wales
| | - P Nedeva
- Department of Histopathology, Glangwilli Hospital, Hywel Dda University Health Board, Carmarthen, Wales
| | - A Davies
- Department of Cellular Pathology, Glan Clwyd Hospital, Betsi Cadwaladr University Health Board, Bodelwyddan, Wales
| | - D Fletcher
- Department of Cellular Pathology, Glan Clwyd Hospital, Betsi Cadwaladr University Health Board, Bodelwyddan, Wales
| | - Muhammad Aslam
- Department of Cellular Pathology, Glan Clwyd Hospital, Betsi Cadwaladr University Health Board, Bodelwyddan, Wales
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12
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Archondakis S, Roma M, Kaladelfou E. Implementation of pre-captured videos for remote diagnosis of cervical cytology specimens. Cytopathology 2020; 32:338-343. [PMID: 33368677 DOI: 10.1111/cyt.12948] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Revised: 11/08/2020] [Accepted: 11/26/2020] [Indexed: 11/29/2022]
Abstract
OBJECTIVE The objective of this study was to investigate the feasibility of implementing short videos captured by static telecytological applications for remote evaluation of cervical smears prepared by means of liquid-based cytology. METHODS The study was performed on representative short videos captured from a total of 404 cervical smears (benign, 135; atypical squamous cells of undetermined significance, 92; low-grade squamous intraepithelial lesion, 62; high-grade squamous intraepithelial lesion, 87; squamous cell carcinoma, 26; adenocarcinoma, 2) that were sent via file transfer protocol to password-protected accounts for remote review by three independent cytopathologists. In addition to diagnosis, reviewers commented on the overall digital video quality. Contributors' and reviewers' diagnoses were collected, recorded, and statistically evaluated. RESULTS Statistical evaluation detected no significant difference in diagnostic accuracy between cytological diagnoses based on short videos versus conventional slides. The overall interobserver agreement ranged from substantial to almost perfect with κ values of 0.74-0.91. CONCLUSIONS Short videos produced by static telecytology applications can be used as an alternative method for telecytological diagnosis of cervical smears, particularly for quality control purposes. It is a prompt and valid method for quality assessment and proficiency testing and can be integrated into the daily workflow. Short pre-captured videos of cervical smears can be used for rapid and accurate diagnosis, diminishing turnaround times and improving small cytology departments' quality indices. They can also be used for archiving, teleconsultation, and second opinion purposes, improving the performance of already existing static telecytology stations.
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Affiliation(s)
- Stavros Archondakis
- Department of Cytopathology, Alpha Prolipsis Medical Laboratories, Athens, Greece
| | - Maria Roma
- Department of Cytopathology, Alpha Prolipsis Medical Laboratories, Athens, Greece
| | - Evropi Kaladelfou
- Department of Cytopathology, Alpha Prolipsis Medical Laboratories, Athens, Greece
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Taghipour MM, Sepehri MM. Designing a novel hybrid healthcare teleconsultation network: a benchtop study of telepathology in Iran and a systematic review. BMC Med Inform Decis Mak 2020; 20:186. [PMID: 32787833 PMCID: PMC7477836 DOI: 10.1186/s12911-020-01170-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2019] [Accepted: 06/26/2020] [Indexed: 12/03/2022] Open
Abstract
BACKGROUND Growing demand for medical services has increased patient waiting time due to the limited number or unbalanced distribution of healthcare centers. Healthcare teleconsultation networks are one of the potentially powerful systems to overcome this problem. Medical pathology can hugely benefit from teleconsultation networks because having second opinions is precious for many cases; however, resource planning (i.e., assignment and distribution of pathology consultation requests) is challenging due to bulky medical images of patients. This results in high setup and operational costs. The aim of this study is to design an optimal teleconsultation network for pathology labs under the supervision of medical sciences universities in Tehran, Iran. METHODS To avoid the setup cost, we first propose a modified hybrid peer-to-peer (P2P) overlay architecture for our telepathology network, using Iran's National Healthcare Information Network (SHAMS) as the underlying infrastructure. Then we apply optimization techniques to solve the request assignment and distribution problems in the network. Finally, we present a novel mathematical model with the objective of minimizing the variable operational costs of the system. RESULTS The efficiency of the proposed method was evaluated by a set of practical-sized network instances simulated based on the characteristics of SHAMS. The results show that the presented model and architecture can obtain optimal solutions for network instances up to 350 nodes, which covers our target network. CONCLUSIONS We believe that the proposed method can be beneficial for designing large-scale medical teleconsultation networks by adjusting the constraints according to the rules and conditions of each country. Our findings showed that teleconsultation networks in countries with strong information technology (IT) infrastructures are under the influence of consultation fees, while in countries with weak IT infrastructure, the transmission costs are more critical. To the best of our knowledge, no research has so far addressed resource planning in medical teleconsultation networks using optimization techniques. Besides, the target network, i.e., pathology labs under the supervision of medical sciences universities in Tehran and the SHAMS network, are discussed for the first time in this work.
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Affiliation(s)
- Mohammad Mahdi Taghipour
- The Laboratory for Healthcare Systems Optimization, Engineering, and Informatics, Faculty of Industrial and Systems Engineering, Tarbiat Modares University, Tehran, 1411713116 Iran
| | - Mohammad Mehdi Sepehri
- The Laboratory for Healthcare Systems Optimization, Engineering, and Informatics, Faculty of Industrial and Systems Engineering, Tarbiat Modares University, Tehran, 1411713116 Iran
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Sacco A, Esposito F, Marchetto G, Kolar G, Schwetye K. On Edge Computing for Remote Pathology Consultations and Computations. IEEE J Biomed Health Inform 2020; 24:2523-2534. [PMID: 32750953 DOI: 10.1109/jbhi.2020.3007661] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Telepathology aims to replace the pathology operations performed on-site, but current systems are limited by their prohibitive cost, or by the adopted underlying technologies. In this work, we contribute to overcoming these limitations by bringing the recent advances of edge computing to reduce latency and increase local computation abilities to the pathology ecosystem. In particular, this paper presents LiveMicro, a system whose benefit is twofold: on one hand, it enables edge computing driven digital pathology computations, such as data-driven image processing on a live capture of the microscope. On the other hand, our system allows remote pathologists to diagnosis in collaboration in a single virtual microscope session, facilitating continuous medical education and remote consultation, crucial for under-served and remote hospital or private practice. Our results show the benefits and the principles underpinning our solution, with particular emphasis on how the pathologists interact with our application. Additionally, we developed simple yet effective diagnosis-aided algorithms to demonstrate the practicality of our approach.
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Pallua JD, Brunner A, Zelger B, Schirmer M, Haybaeck J. The future of pathology is digital. Pathol Res Pract 2020; 216:153040. [PMID: 32825928 DOI: 10.1016/j.prp.2020.153040] [Citation(s) in RCA: 43] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/20/2020] [Accepted: 05/31/2020] [Indexed: 02/07/2023]
Abstract
Information, archives, and intelligent artificial systems are part of everyday life in modern medicine. They already support medical staff by mapping their workflows with shared availability of cases' referral information, as needed for example, by the pathologist, and this support will be increased in the future even more. In radiology, established standards define information models, data transmission mechanisms, and workflows. Other disciplines, such as pathology, cardiology, and radiation therapy, now define further demands in addition to these established standards. Pathology may have the highest technical demands on the systems, with very complex workflows, and the digitization of slides generating enormous amounts of data up to Gigabytes per biopsy. This requires enormous amounts of data to be generated per biopsy, up to the gigabyte range. Digital pathology allows a change from classical histopathological diagnosis with microscopes and glass slides to virtual microscopy on the computer, with multiple tools using artificial intelligence and machine learning to support pathologists in their future work.
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Affiliation(s)
- J D Pallua
- Department of Pathology, Neuropathology and Molecular Pathology, Medical University of Innsbruck, Müllerstraße 44, A-6020, Innsbruck, Austria.
| | - A Brunner
- Department of Pathology, Neuropathology and Molecular Pathology, Medical University of Innsbruck, Müllerstraße 44, A-6020, Innsbruck, Austria
| | - B Zelger
- Department of Pathology, Neuropathology and Molecular Pathology, Medical University of Innsbruck, Müllerstraße 44, A-6020, Innsbruck, Austria
| | - M Schirmer
- Department of Internal Medicine, Clinic II, Medical University of Innsbruck, Anichstrasse 35, A-6020, Innsbruck, Austria
| | - J Haybaeck
- Department of Pathology, Neuropathology and Molecular Pathology, Medical University of Innsbruck, Müllerstraße 44, A-6020, Innsbruck, Austria; Department of Pathology, Medical Faculty, Otto-von-Guericke University Magdeburg, Leipzigerstrasse 44, D-Magdeburg, Germany; Diagnostic & Research Center for Molecular BioMedicine, Institute of Pathology, Medical University of Graz, Neue Stiftingtalstrasse 6, A-8010, Graz, Austria
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16
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Archondakis S, Roma M, Kaladelfou E. The Implementation of Static Telecytology for Teleconsultation Purposes During Preoperative Evaluation of Thyroid Fine-Needle Aspiration Specimens. Telemed J E Health 2020; 27:207-212. [PMID: 32379546 DOI: 10.1089/tmj.2020.0015] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Objective: The objective of this study was to investigate the impact of applying static telecytology for teleconsultation purposes during preoperative evaluation of challenging thyroid fine-needle aspiration specimens. Materials and Methods: The study was performed on 141 cytologically challenging specimens of 125 patients referred to Alpha Prolipsis Cytopathology Department. All cases were finally confirmed histologically. During the study, 10 characteristic images from each case were transferred through file transfer protocol to password-protected accounts for remote review by three independent cytopathologists, with documented experience in the field of thyroid cytology. In addition to diagnosis, reviewers also commented on overall digital image quality. Contributor's and reviewer's diagnoses were collected, recorded, and statistically evaluated. No significant difference in diagnostic accuracy could be detected between the diagnoses proffered based on digitized images and conventional slides. Telecytology is a prompt and valid method for acquisition of a second opinion diagnosis in challenging cases and can be integrated into daily workflow. The use of telecytology for teleconsultation purposes in the laboratory's daily workflow will further ensure the accuracy of preoperative cytological diagnoses and will contribute to cytopathologists continuous education and better understanding of the criteria applied in thyroid gland lesions cytomorphological diagnosis. Results: Statistical evaluation of cytological diagnoses detected no significant difference in diagnostic accuracy between the diagnoses proffered based on digitized images among contributing cytopathologists. The overall interobserver agreement was very good with κ values of 0.73-0.88. Conclusions: The widespread availability of imaging technology and telecommunication enables instant access to global expert cytopathologists. Static telecytology can be used as an efficient method for acquisition of second opinion in challenging thyroid fine-needle aspiration specimens. It can be used for rapid and accurate diagnosis, by diminishing turnaround times and improving small cytology departments' quality indices.
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Affiliation(s)
- Stavros Archondakis
- Department of Cytopathology, Alpha Prolipsis Medical Laboratories, Athens, Greece
| | - Maria Roma
- Department of Cytopathology, Alpha Prolipsis Medical Laboratories, Athens, Greece
| | - Evropi Kaladelfou
- Department of Cytopathology, Alpha Prolipsis Medical Laboratories, Athens, Greece
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17
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Archondakis S, Roma M, Kaladelfou E. The Use of Static Telecytology for Quality Assessment Purposes in the Evaluation of Cervical Smears Prepared by Means of Liquid-Based Cytology. Telemed J E Health 2020; 26:1522-1525. [PMID: 32167860 DOI: 10.1089/tmj.2019.0303] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Objective: The objective of this study was to investigate the role of telecytology as a tool with increased quality standards in the optimal evaluation of telecytological diagnoses proffered on the basis of digitized images from cervical smears prepared by means of liquid-based cytology. Materials and Methods: The study was performed on representative digital cytological images from a total of 808 cervical smears (benign, 270; atypical squamous cells of undetermined significance, 184; low-grade squamous intraepithelial lesion, 124; high-grade squamous intraepithelial lesion, 174; squamous cell carcinoma, 52; and adenocarcinoma, 4) that were transferred through file transfer protocol to password-protected accounts for remote review by three independent cytopathologists. In addition to diagnosis, reviewers also commented on overall digital image quality. Contributor's and reviewer's diagnoses were collected, recorded, and statistically evaluated. Their reports were recorded and classified. Results: Statistical evaluation of cytological diagnoses detected no significant difference in diagnostic accuracy between the diagnoses proffered on the basis of digitized images and conventional slides. The overall interobserver agreement was almost perfect with κ values of 0.79-0.97. Conclusions: Static telecytology can be used as an alternative method for the cytological diagnosis of cervical smears, particularly in quality assurance programs. It is a prompt and valid method for quality assessment and proficiency testing and can be integrated into daily workflow. Digital images of cervical smears can be used for rapid and accurate diagnosis, by diminishing turnaround times and improving small cytology departments' quality indices.
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Affiliation(s)
- Stavros Archondakis
- Department of Cytopathology, Alpha Prolipsis Medical Laboratories, Athens, Greece
| | - Maria Roma
- Department of Cytopathology, Alpha Prolipsis Medical Laboratories, Athens, Greece
| | - Evropi Kaladelfou
- Department of Cytopathology, Alpha Prolipsis Medical Laboratories, Athens, Greece
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Jayachandran S, Ghosh A. Deep Transfer Learning for Texture Classification in Colorectal Cancer Histology. ARTIFICIAL NEURAL NETWORKS IN PATTERN RECOGNITION 2020. [DOI: 10.1007/978-3-030-58309-5_14] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
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19
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Huang YT, Renne SL, Sollai M, Damiani D, Bossi P, Morenghi E, Roncalli M, Di Tommaso L. Clinical Application of a Real-Time Telepathology System for Frozen Section Diagnosis in Comparison With Optical Microscope. Front Med (Lausanne) 2019; 6:215. [PMID: 31637244 PMCID: PMC6788327 DOI: 10.3389/fmed.2019.00215] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2019] [Accepted: 09/17/2019] [Indexed: 11/13/2022] Open
Abstract
Background: The imbalance between the increasing demand of highly specialized service and the reduction of specialists able to release this service is a global challenge for Pathology. This situation applies also to the setting of intra-operatory diagnostic: here the broad presence of Surgical divisions contrasts with the contraction of Pathology departments, progressively concentrated in few hospitals. The use of e-pathology device, such as remote-control microscopes, offers a possible solution to this imbalance. Aim: To prove the non-inferiority of function of a remote-control, real-time microscope named Nano-Eye Device (NED) with the optical microscope (OM) for intra-operatory histological diagnosis. Methods: The study was designed into two phases: discovery and validation. During the discovery phase features influencing the process of adaptation to NED were investigated in detail, focusing on the turnaround time (TAT). Validation phase investigated the diagnostic concordance between NED and OM; as well as sensitivity, specificity, and accuracy of NED in intra-operatory histological diagnosis. Results: During the discovery phase 250 cases were examined. TAT of NED was longer than that of OM (112 ± 89.8 vs. 36 ± 37.9 s) and influenced by the difficulty of the specimen, age of pathologist and the type of the specimen. In the validation phase (185 cases) TAT of NED reduced significantly to 92 ± 86.3 s (p: 0.01). NED showed a concordance rate of 98% with OM; the sensitivity (95.65%), specificity (100%), and diagnostic accuracy (98.87%) of NED were equal to that of OM. NED failed to work in 6% during the discovery phase and 4% in the validation. Conclusions: Taken as a whole, the functionality of NED is comparable to OM. It can be the alternative choice for hospital lacking on-site pathology services and one of the tool of e-pathology.
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Affiliation(s)
- Yu Ting Huang
- Pathology, Humanitas Clinical and Research Center - IRCCS, Rozzano, Italy
| | | | - Mauro Sollai
- Pathology, Humanitas Clinical and Research Center - IRCCS, Rozzano, Italy
| | - Domenico Damiani
- Pathology, Humanitas Clinical and Research Center - IRCCS, Rozzano, Italy
| | - Paola Bossi
- Pathology, Humanitas Clinical and Research Center - IRCCS, Rozzano, Italy
| | - Emanuela Morenghi
- Biostatistic Units, Humanitas Clinical and Research Center - IRCCS, Rozzano, Italy
| | - Massimo Roncalli
- Pathology, Humanitas Clinical and Research Center - IRCCS, Rozzano, Italy.,Department of Biomedical Sciences, Humanitas University, Rozzano, Italy
| | - Luca Di Tommaso
- Pathology, Humanitas Clinical and Research Center - IRCCS, Rozzano, Italy.,Department of Biomedical Sciences, Humanitas University, Rozzano, Italy
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20
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Fritz P, Kleinhans A, Hubler M, Rokai R, Firooz H, Sediqi A, Khachatryan A, Sotoudeh K, Mamunts D, Desai M, Omer M, Kunze D, Hinsch N, Jundt G, Dalquen P, Ott G, Aboud AA, Alscher MD, Stauch G. Experience with telepathology in combination with diagnostic assistance systems in countries with restricted resources. J Telemed Telecare 2019; 26:488-494. [PMID: 31007131 DOI: 10.1177/1357633x19840475] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
INTRODUCTION We describe the use of telepathology in countries with restricted resources using two diagnosis assistance systems (Isabel and Memem7) in addition to the diagnoses made by experts in pathology via the iPath-Network. METHODS A total of 156 cases, largely from Afghanistan, were analysed; 18 cases had to be excluded because of poor image quality. RESULTS Of the remaining 138 cases (100%), a responsible physician provided a tentative diagnosis for 61.6% of them. With a diagnosis from a consultant pathologist, it was then possible to make a definite diagnosis in 84.8% of cases on the basis of images taken from hematoxylin and eosin staining sections alone. The use of the diagnosis assistance systems resulted in an ordered list of differential diagnoses in 82.6% (IsabelHealth) and in 74.6% (Memem7) of cases, respectively. Adding morphological terminology reduced the list of possible diagnoses to 52.2% (72 cases, Memem7), but improved their quality. DISCUSSION In summary, diagnosis assistance systems are promising approaches to provide physicians in countries with restricted resources with lists of probable differential diagnoses, thus increasing the plausibility of the diagnosis of the consultant pathologist.
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Affiliation(s)
- Peter Fritz
- Department of Pathology, Robert Bosch Hospital, Stuttgart, Germany
| | - Andreas Kleinhans
- Department of Internal Medicine and Nephrology, Robert Bosch Hospital, Stuttgart, Germany
| | - Monika Hubler
- IPath Telemedicine Network gemeinnützige GmbH, Aurich, Germany
| | - Raoufi Rokai
- Abu Ali Sina Hospital, Mazari al Sharif, Afghanistan
| | | | - Atiq Sediqi
- Mili-Medical Service, Mazari-Al-Sharif, Afghanistan
| | - Anna Khachatryan
- Department of Pathology, Yerevan State Medical University, Yerevan, Armenia
| | - Kambiz Sotoudeh
- Department of Pathology, Jam General Hospital, Teheran, Iran
| | - David Mamunts
- Department of Pathology, Central Clinical Military Hospital, Yerevan, Armenia
| | | | | | - Dietmar Kunze
- Institute of Pathology, University Hospital, TU Dresden, Germany
| | - Nora Hinsch
- MVZ Fachbereich Pathologie Lukaskrankenhaus, Neuss, Germany
| | - Gernot Jundt
- Department of Dermatopathology, King Faisal Hospital, Makkah, Saudi Arabia
| | - Peter Dalquen
- Department of Dermatopathology, King Faisal Hospital, Makkah, Saudi Arabia
| | - German Ott
- Department of Pathology, Robert Bosch Hospital, Stuttgart, Germany
| | | | - Mark-Dominik Alscher
- Department of Internal Medicine and Nephrology, Robert Bosch Hospital, Stuttgart, Germany
| | - Gerhard Stauch
- IPath Telemedicine Network gemeinnützige GmbH, Aurich, Germany
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21
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Azcarraga JJ, Raduban JZ, Gendrano MC, Azcarraga AP. Identity Concealment When Uploading Pictures of Patients in a Tele-Medicine System. INTERNATIONAL JOURNAL OF E-HEALTH AND MEDICAL COMMUNICATIONS 2019. [DOI: 10.4018/ijehmc.2019040103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Tele-medicine systems run the risk of unauthorized access to medical records, and there is greater possibility for the unlawful sharing of sensitive patient information, including children, and possibly showing their private parts. Aside from violating their right to privacy, such practices discourage patients from subjecting themselves to tele-medicine. The authors thus present an automatic identity concealment system for pictures, the way it is designed in the GetBetter tele-medicine system developed under a WHO/TDR grant. Based on open-source face- and eye-detection algorithms, identity concealment is executed by blurring the eye region of a detected face using pixel shuffling. This method is shown to be not only effective in concealing the identity of the patient, but also in preserving the exact distribution of pixel values in the image. This is useful when subsequent image processing techniques are employed, such as when identifying the type of lesions based on images of the skin.
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22
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Weinstein RS, Holcomb MJ, Krupinski EA. Invention and Early History of Telepathology (1985-2000). J Pathol Inform 2019; 10:1. [PMID: 30783545 PMCID: PMC6369631 DOI: 10.4103/jpi.jpi_71_18] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2018] [Accepted: 11/19/2018] [Indexed: 11/11/2022] Open
Abstract
This narrative-based paper provides a first-person account of the early history of telepathology (1985–2000) by the field's inventor, Ronald S. Weinstein, M. D. During the 1980s, Dr. Weinstein, a Massachusetts General Hospital-trained pathologist, was director of the Central Pathology Laboratory (CPL) for the National Cancer Institute-funded National Bladder Cancer Project, located at Rush Medical College in Chicago, IL. The CPL did post therapy revalidations of surgical pathology and cytopathology diagnoses before outcomes of the completed clinical trials were published. The CPL reported that interobserver variability was invalidating inclusion of dozens of treated bladder cancer patients in published reports on treatment outcomes. This problem seemed ripe for a technology-assisted solution. In an effort to solve the interobserver variability problem, Dr. Weinstein devised a novel solution, dynamic-robotic telepathology, that would potentially enable CPL uropathologists to consult on distant uropathology cases in real-time before their assignment to urinary bladder cancer, tumor stage, and grade-specific clinical trials. During the same period, universities were ramping up their support for faculty entrepreneurism and creating in-house technology transfer organizations. Dr. Weinstein recognized telepathology as a potential growth industry. He and his sister, Beth Newburger, were a successful brother–sister entrepreneur team. Their PC-based education software business, OWLCAT™, had just been acquired by Digital Research Inc., a leading software company, located in California. With funding from the COMSAT Corporation, a publically traded satellite communications company, the Weinstein-Newburger team brought the earliest dynamic-robotic telepathology systems to market. Dynamic-robotic telepathology became a dominant telepathology technology in the late 1990s. Dr. Weinstein, a serial entrepreneur, continued to innovate and, with a team of optical scientists at The University of Arizona's College of Optical Sciences, developed the first sub-1-min whole-slide imaging system, the DMetrix DX-40 scanner, in the early 2000s.
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Affiliation(s)
- Ronald S Weinstein
- Department of Pathology, College of Medicine, University of Arizona, Tucson, Arizona, USA
| | - Michael J Holcomb
- Department of Pathology, College of Medicine, University of Arizona, Tucson, Arizona, USA
| | - Elizabeth A Krupinski
- Department of Radiology and Imaging Sciences, Emory University, Atlanta, Georgia, USA
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Hon JD, Chen W, Minerowicz C, Thomas S, Barnard N, Gilbert N, Fyfe B. Analysis and Comparison of Tissue-Marking Dye Detection via Light Microscopy, Telemicroscopy, and Virtual Microscopy. Am J Clin Pathol 2019; 151:95-99. [PMID: 30239594 DOI: 10.1093/ajcp/aqy117] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Objectives To examine the fidelity of ink color identification using light microscopy (LM), telemicroscopy (TM), and virtual microscopy (VM). Methods Twenty H&E-stained frozen section slides, prepared after tissue inking with five stain combinations, were assessed by three pathologists using LM, TM, and VM. TM was performed using Mikroscan D2 slide scanner/LiveQ software with various objectives. VM was performed using Mikroscan D2 scanner/Qumulus software, specimens digitized at20×. Results Sensitivity/specificity by LM was 100%/100% for all colors. TM showed high overall specificity but poor sensitivity, particularly red (54%). VM showed high specificity for all colors except black (69%) and, consequently, poor sensitivity for all colors except black (96%). Conclusions TMD identification via telepathology showed loss of sensitivity/specificity vs LM and highlighted the need for caution when interpreting TMDs with digital technologies and the need for validation protocols.
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Affiliation(s)
- Jane Date Hon
- Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ
| | - Wenjin Chen
- Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ
- Rutgers Cancer Institute of New Jersey, New Brunswick
| | | | - Sumi Thomas
- Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ
| | - Nicola Barnard
- Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ
| | | | - Billie Fyfe
- Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ
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Abstract
Static telepathology is one of the telepathology methods, in which the captured images of the slides are transmitted for consultation at a later time. This study aimed to compare the diagnostic accuracy of the conventional pathology and static telepathology systems. Eighty-two cases that had been selected randomly from 4 pathology centers in the city of Kerman were diagnosed by a pathologist, first based on light microscopy and then after 2 months based on static images (2 images per case) captured by a Nikon 50i microscopic camera. The images were sent to the pathologist via e-mail. The diagnostic accuracy of the telepathology system was calculated. The light microscopic diagnoses were concordant with the telepathologic diagnoses in 71 of 82 reviewed cases. Different diagnoses of 7 cases were due to the images captured from the inappropriate location of the slides. The diagnostic accuracy of the telepathology system was 86.5%. The results of this study showed that static telepathology is very accurate and can be widely used in Iran. However, efficient implementation and use of telepathology require paying attention to different issues such as educational, legal, ethical, financial, and security and observance of the standards related to this field.
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Huang Y, Lei Y, Wang Q, Li D, Ma L, Guo L, Tang M, Liu G, Yan Q, Shen L, Tong G, Jing Z, Zhang Y, Deng Y. Telepathology consultation for frozen section diagnosis in China. Diagn Pathol 2018; 13:29. [PMID: 29759085 PMCID: PMC5952632 DOI: 10.1186/s13000-018-0705-0] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2017] [Accepted: 04/27/2018] [Indexed: 11/13/2022] Open
Abstract
Background Telepathology (TP) provides remote pathology services for primary diagnosis practices, including intraoperative consultation of surgical pathology; it has not been widely implemented in China. In this study, the results of an implementation were reported, which lasted for two and a half years, and demonstrated the experience of the diagnosis of the intraoperative frozen sections by using TP consultation platform of Southern Medical University and Guangzhou Huayin Medical Laboratory Center (SMU-HUAYIN TP) in China. Methods The SMU-HUAYIN TP consultation platform connects 71 participating basic hospitals and 11 senior pathologists. Nanfang Hospital is a high-level hospital located in a large city in China. This retrospective study summarizes the experience and results of TP for frozen section diagnosis by comparing the data of the platform and Nanfang Hospital over a period of 2.5 years from January 2015 to June 2017. Results A total of 5233 cases were submitted to the platform, including 1019 cases in 2015, 2320 cases in 2016, and 1894 cases in 2017. The most common cases were breast (30.42%), followed by thyroid (29.05%) and gynecological (24.86%). Average turn-around time (TAT) of the cases from the platform in 2015 and 2016 was controlled within 30 min. In most TP cases (90.31%) and cases from Nanfang Hospital (86.14%), a definitive diagnosis was provided. The coincidence rate was 99.77% in the TP cases and 99.35% in the cases from Nanfang Hospital. The false positive and false negative rates of TP cases were 0.04 and 0.19%, respectively and no significant difference was found among different senior pathologists (P = 0.974, P = 0.989, P > 0.05). Similarly, there was no significant difference between TP cases and cases from Nanfang Hospital that were diagnosed by the same senior pathologist (P > 0.05). Conclusions Our results indicate that TP in frozen section diagnosis could improve patient care and solve the problem of unevenly distributed pathology resources in China. We believe that in the near future, TP in frozen section diagnosis will become an important component of telemedicine and will play a significant role in health care reform in China.
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Affiliation(s)
- Yingxin Huang
- Department of Pathology, Nanfang Hospital and School of Basic Medical Sciences, Southern Medical University, No.1838, Guangzhou North Road, Guangzhou, 510515, China
| | - Yan Lei
- Department of Pathology, Nanfang Hospital and School of Basic Medical Sciences, Southern Medical University, No.1838, Guangzhou North Road, Guangzhou, 510515, China
| | - Qi Wang
- Department of Pathology, Nanfang Hospital and School of Basic Medical Sciences, Southern Medical University, No.1838, Guangzhou North Road, Guangzhou, 510515, China
| | - Dazhou Li
- Department of Pathology, Nanfang Hospital and School of Basic Medical Sciences, Southern Medical University, No.1838, Guangzhou North Road, Guangzhou, 510515, China
| | - Lili Ma
- Department of Pathology, Nanfang Hospital and School of Basic Medical Sciences, Southern Medical University, No.1838, Guangzhou North Road, Guangzhou, 510515, China
| | - Lili Guo
- Department of Pathology, Nanfang Hospital and School of Basic Medical Sciences, Southern Medical University, No.1838, Guangzhou North Road, Guangzhou, 510515, China
| | - Minshan Tang
- Department of Pathology, Nanfang Hospital and School of Basic Medical Sciences, Southern Medical University, No.1838, Guangzhou North Road, Guangzhou, 510515, China
| | - Guanglong Liu
- Department of Pathology, Nanfang Hospital and School of Basic Medical Sciences, Southern Medical University, No.1838, Guangzhou North Road, Guangzhou, 510515, China
| | - Qianwen Yan
- Department of Pathology, Nanfang Hospital and School of Basic Medical Sciences, Southern Medical University, No.1838, Guangzhou North Road, Guangzhou, 510515, China
| | - Lan Shen
- Department of Pathology, Nanfang Hospital and School of Basic Medical Sciences, Southern Medical University, No.1838, Guangzhou North Road, Guangzhou, 510515, China
| | - Guihui Tong
- Department of Pathology, Nanfang Hospital and School of Basic Medical Sciences, Southern Medical University, No.1838, Guangzhou North Road, Guangzhou, 510515, China
| | - Zhiliang Jing
- Department of Pathology, Nanfang Hospital and School of Basic Medical Sciences, Southern Medical University, No.1838, Guangzhou North Road, Guangzhou, 510515, China
| | - Yan Zhang
- Department of Pathology, Nanfang Hospital and School of Basic Medical Sciences, Southern Medical University, No.1838, Guangzhou North Road, Guangzhou, 510515, China
| | - Yongjian Deng
- Department of Pathology, Nanfang Hospital and School of Basic Medical Sciences, Southern Medical University, No.1838, Guangzhou North Road, Guangzhou, 510515, China.
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Jafarian AH, Tasbandi A, Mohamadian Roshan N. Evaluation of photoshop based image analysis in cytologic diagnosis of pleural fluid in comparison with conventional modalities. Diagn Cytopathol 2018; 46:578-583. [PMID: 29673113 DOI: 10.1002/dc.23952] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2017] [Revised: 04/01/2018] [Accepted: 04/09/2018] [Indexed: 11/05/2022]
Abstract
BACKGROUND The aim of this study is to investigate and compare the results of digital image analysis in pleural effusion cytology samples with conventional modalities. MATERIALS AND METHODS In this cross-sectional study, 53 pleural fluid cytology smears from Qaem hospital pathology department, located in Mashhad, Iran were investigated. Prior to digital analysis, all specimens were evaluated by two pathologists and categorized into three groups as: benign, suspicious, and malignant. Using an Olympus microscope and Olympus DP3 digital camera, digital images from cytology slides were captured. Appropriate images (n = 130) were separately imported to Adobe Photoshop CS5 and parameters including area and perimeter, circularity, Gray Value mean, integrated density, and nucleus to cytoplasm area ratio were analyzed. RESULTS Gray Value mean, nucleus to cytoplasm area ratio, and circularity showed the best sensitivity and specificity rates as well as significant differences between all groups. Also, nucleus area and perimeter showed a significant relation between suspicious and malignant groups with benign group. Whereas, there was no such difference between suspicious and malignant groups. CONCLUSION We concluded that digital image analysis is welcomed in the field of research on pleural fluid smears as it can provide quantitative data to apply various comparisons and reduce interobserver variation which could assist pathologists to achieve a more accurate diagnosis.
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Affiliation(s)
- Amir Hossein Jafarian
- Department of Pathology, Cancer Molecular Pathology Research Center, Mashhad University of Medical Sciences Medical Sciences, Mashhad, Iran
| | - Aida Tasbandi
- Department of Pathology, Cancer Molecular Pathology Research Center, Mashhad University of Medical Sciences Medical Sciences, Mashhad, Iran
| | - Nema Mohamadian Roshan
- Department of Pathology, Cancer Molecular Pathology Research Center, Mashhad University of Medical Sciences Medical Sciences, Mashhad, Iran
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Nwizu NN, Owosho A, Ogbureke KUE. Emerging paradigm of virtual-microscopy for histopathology diagnosis: survey of US and Canadian oral pathology trainees. BDJ Open 2018; 3:17013. [PMID: 29607083 PMCID: PMC5842823 DOI: 10.1038/bdjopen.2017.13] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2016] [Revised: 05/15/2017] [Accepted: 05/19/2017] [Indexed: 11/11/2022] Open
Abstract
Objectives/Aims: The application of virtual microscopy (VM) to research, pre-doctoral medical and dental educational training, and diagnostic surgical and anatomic pathology is well-documented but its application to the field of oral and maxillofacial pathology has not been explored. This is the first study to evaluate the enthusiasm and readiness of US-/Canada-based oral and maxillofacial pathology (OMFP) residents toward employing VM use over conventional microscopy (CM) for diagnostic purposes. Materials and Methods: All 46 current US-/Canada-based OMFP residents were invited to participate in an anonymous electronic survey via ‘Survey Monkey’ in 2015. The survey comprised sixteen multiple choice questions and two ‘free text’ questions. Results: 14% of respondents of the 22 (48%) respondents who completed the survey indicated a willingness to substitute CM with VM in <5 years, and 33% within 10 years. 52% reported they would never substitute CM with VM. Approximately 10 and 57% of respondents thought VM will become an acceptable sole diagnostic tool in most centers within 5 and 10 years, respectively. These findings are irrespective of the fact that overall, 90% of respondents reported being familiar with VM use. Discussion: VM technology is unlikely to substitute CM in diagnostic oral and maxillofacial histopathology practice among future OMFP practitioners in the foreseeable future.
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Affiliation(s)
- Ngozi N Nwizu
- Department of Diagnostic and Biomedical Sciences, The University of Texas School of Dentistry at Houston, Houston, TX, USA
| | - Adepitan Owosho
- Department of Surgery, Dental Services, Memorial Sloan-Kettering Cancer Center, New York, USA
| | - Kalu U E Ogbureke
- Department of Diagnostic and Biomedical Sciences, The University of Texas School of Dentistry at Houston, Houston, TX, USA
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Abstract
BACKGROUND Coordination between physicians and allied professionals is essential to the effective delivery of care services and is associated with positive patient outcomes. As information technology can radically transform how professionals collaborate, both researchers and healthcare accreditation bodies are devoting a growing interest to the means of achieving better coordination. INTRODUCTION The primary aim of this study is to explain the extent to which and how coordination practices between pathologists, technologists, and surgeons are transformed when telepathology is being implemented. MATERIALS AND METHODS An interpretive case study was conducted. A total of 60 semistructured interviews with key participants were conducted, in addition to several days of direct observation of telepathology-based intraoperative consultations (IOCs). RESULTS Three major kinds of transformation of coordination practices were observed. First, the telepathology system itself constrains and disrupts coordination routines, such as the presentation of slides. Second, anticipating IOC, proactively performed by the laboratory personnel in traditional settings, requires more formal requests in a telepathology context. Third, local technologists become more autonomous in performing complex macroscopy manipulations and managing the laboratory tasks traditionally performed by pathologists. CONCLUSIONS Successful coordination of work in a telepathology-based IOC context requires that significant transformations be anticipated and accounted for. Project managers need to formalize new work processes, support the transformations in professional roles, and mitigate the major hindrances that small material changes may have on work routines.
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Affiliation(s)
- Julien Meyer
- 1 School of Health Services Management, Ted Rogers School of Management, Ryerson University , Toronto, Canada
| | - Guy Paré
- 2 Département de technologies de l'information, HEC Montréal, Montreal, Canada
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Meléndez-Álvarez B, Robayo O, Gil-Guillén V, Carratalá-Munuera M. Design and Validation of a Low-Cost Telepathology System. Telemed J E Health 2017; 23:976-982. [PMID: 28537789 DOI: 10.1089/tmj.2017.0030] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
OBJECTIVE This work sought to evaluate the precision and repeatability of a telepathology prototype based on open software and hardware. MATERIALS AND METHODS A prototype was designed with application in telepathology and telemicroscopy. Accuracy and prototype precision were evaluated by calculating the mean absolute error and the intraclass and repeatability correlation coefficients for a series of 190 displacements at 10, 25, 50, 75, and 100 μm. RESULTS AND CONCLUSIONS This work developed a low-cost prototype that is accessible, easily reproducible, implementable, and scalable; based on the use of technology created under principles of open software and hardware. A pathologist reviewed the obtained images and found them to be of diagnostic quality. Its excellent repeatability, coupled with its good accuracy, allows for its application in telemicroscopy and static, dynamic, and whole-slide imaging pathology systems.
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Affiliation(s)
| | - Omar Robayo
- 1 Medical School, Pedagogical and Technological University of Colombia, Tunja, Colombia
| | - Vicente Gil-Guillén
- 2 Clinical Medicine Department, University of Miguel Hernández, Elche, Spain
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Pantanowitz L, Dickinson K, Evans AJ, Hassell LA, Henricks WH, Lennerz JK, Lowe A, Parwani AV, Riben M, Smith CD, Tuthill JM, Weinstein RS, Wilbur DC, Krupinski EA, Bernard J. ATA clinical guidelines for telepathology. Telemed J E Health 2016; 20:1049-56. [PMID: 25384254 DOI: 10.1089/tmj.2014.9976] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
- Liron Pantanowitz
- 1 Department of Pathology, University of Pittsburgh Medical Center , Pittsburgh, Pennsylvania
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Goacher E, Randell R, Williams B, Treanor D. The Diagnostic Concordance of Whole Slide Imaging and Light Microscopy: A Systematic Review. Arch Pathol Lab Med 2016; 141:151-161. [PMID: 27399211 DOI: 10.5858/arpa.2016-0025-ra] [Citation(s) in RCA: 115] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
CONTEXT -Light microscopy (LM) is considered the reference standard for diagnosis in pathology. Whole slide imaging (WSI) generates digital images of cellular and tissue samples and offers multiple advantages compared with LM. Currently, WSI is not widely used for primary diagnosis. The lack of evidence regarding concordance between diagnoses rendered by WSI and LM is a significant barrier to both regulatory approval and uptake. OBJECTIVE -To examine the published literature on the concordance of pathologic diagnoses rendered by WSI compared with those rendered by LM. DATA SOURCES -We conducted a systematic review of studies assessing the concordance of pathologic diagnoses rendered by WSI and LM. Studies were identified following a systematic search of Medline (Medline Industries, Mundelein, Illinois), Medline in progress (Medline Industries), EMBASE (Elsevier, Amsterdam, the Netherlands), and the Cochrane Library (Wiley, London, England), between 1999 and March 2015. CONCLUSIONS -Thirty-eight studies were included in the review. The mean diagnostic concordance of WSI and LM, weighted by the number of cases per study, was 92.4%. The weighted mean κ coefficient between WSI and LM was 0.75, signifying substantial agreement. Of the 30 studies quoting percentage concordance, 18 (60%) showed a concordance of 90% or greater, of which 10 (33%) showed a concordance of 95% or greater. This review found evidence to support a high level of diagnostic concordance. However, there were few studies, many were small, and they varied in quality, suggesting that further validation studies are still needed.
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Affiliation(s)
| | | | | | - Darren Treanor
- From the Faculty of Medicine and Health (Mr Goacher and Dr Treanor) and the School of Healthcare (Dr Randell), University of Leeds, Leeds, West Yorkshire, England; and the Department of Histopathology, Leeds Teaching Hospitals, National Health Service Trust, Leeds (Ms Williams and Dr Treanor)
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Meyer J, Paré G. Telepathology Impacts and Implementation Challenges: A Scoping Review. Arch Pathol Lab Med 2016; 139:1550-7. [PMID: 26619028 DOI: 10.5858/arpa.2014-0606-ra] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
CONTEXT Telepathology is a particular form of telemedicine that fundamentally alters the way pathology services are delivered. Prior reviews in this area have mostly focused on 2 themes, namely technical feasibility issues and diagnosis accuracy. OBJECTIVES To synthesize the literature on telepathology implementation challenges and broader organizational and societal impacts and to propose a research agenda to guide future efforts in this domain. DATA SOURCES Two complementary databases were systematically searched: MEDLINE (PubMed) and ABI/INFORM (ProQuest). Peer-reviewed articles and conference proceedings were considered. The final sample consisted of 159 papers published between 1992 and 2013. CONCLUSIONS This review highlights the diversity of telepathology networks and the importance of considering these distinctions when interpreting research findings. Various network structures are associated with different benefits. Although the dominant rationale in single-site projects is financial, larger centralized and decentralized telepathology networks are targeting a more diverse set of benefits, including extending access to pathology to a whole region, achieving substantial economies of scale in workforce and equipment, and improving quality by standardizing care. Importantly, our synthesis reveals that the nature and scale of encountered implementation challenges also varies depending on the network structure. In smaller telepathology networks, organizational concerns are less prominent, and implementers are more focused on usability issues. As the network scope widens, organizational and legal issues gain prominence.
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Affiliation(s)
- Julien Meyer
- From the Department of Information Technology, HEC Montréal, Montreal, Quebec, Canada
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Farahani N, Riben M, Evans AJ, Pantanowitz L. International Telepathology: Promises and Pitfalls. Pathobiology 2016; 83:121-6. [PMID: 27101287 DOI: 10.1159/000442390] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Innovative technologies for digital imaging and telecommunications are changing the way we deliver health care. Telepathology collaborations are one example of how delivering remote pathology services to patients can benefit from leveraging this change. Over the years, several academic and commercial teleconsultation networks have been established. Herein, we review the landscape of these international telepathology efforts and highlight key supportive factors and potential barriers to successful cross-border collaborations. Important features of successful international telepathology programs include efficient workflows, dedicated information technology staff, continuous maintenance, financial incentives, ensuring that all involved stakeholders are satisfied, and value-added clinical benefit to patient care. Factors that plague such telepathology operations include legal/regulatory issues, sustainability, and cultural and environmental issues. Pathologists, vendors and laboratory accreditation agencies will need to embrace and capitalize on this new paradigm of international telepathology accordingly.
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Van Es SL, Kumar RK, Pryor WM, Salisbury EL, Velan GM. Cytopathology whole slide images and adaptive tutorials for senior medical students: a randomized crossover trial. Diagn Pathol 2016; 11:1. [PMID: 26746436 PMCID: PMC4706725 DOI: 10.1186/s13000-016-0452-z] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2015] [Accepted: 01/01/2016] [Indexed: 11/25/2022] Open
Abstract
Background Diagnostic cytopathology is an essential part of clinical decision-making. However, due to a combination of factors including curriculum reform and shortage of pathologists to teach introductory cytopathology, this area of pathology receives little or no formal attention in most medical school curricula. We have previously described the successful use of efficient and effective digital learning resources, including whole slide images (WSI) and virtual microscopy adaptive tutorials (VMATs), to teach cytopathology to pathology specialist trainees – a group that had prior exposure to cytopathology in their day to day practice. Consequently, in the current study we attempted to demonstrate the efficiency and efficacy of this eLearning resource in a cohort of senior medical students that was completely naïve to the subject matter (cytopathology). Methods We evaluated both the quantitative and qualitative impact of these digital educational materials for learning cytopathology compared with existing resources (e-textbooks and online atlases). The senior medical students were recruited from The University of New South Wales Australia for a randomized cross-over trial. Online assessments, administered after each arm of the trial, contained questions which related directly to a whole slide image. Two categories of questions in the assessments (focusing on either diagnosis or identification of cellular features) were utilized to determine efficacy. User experience and perceptions of efficiency were evaluated using online questionnaires containing Likert scale items and open-ended questions. Results For this cohort of senior medical students, virtual microscopy adaptive tutorials (VMATs) proved to be at least as effective as existing digital resources for learning cytopathology. Importantly, virtual microscopy adaptive tutorials had superior efficacy in facilitating accurate diagnosis on whole slide images. Student perceptions of VMATs were positive, particularly regarding the immediate feedback, interactivity and equity of learning which this learning resource provides. Conclusions Virtual microscopy adaptive tutorials have the potential to improve the efficacy of learning microscopic pathology for medical students. The enhanced learning experience provided by these eLearning tools merits further investigation of their utility for other cohorts, including specialist trainees.
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Affiliation(s)
- Simone L Van Es
- Department of Pathology, School of Medical Sciences, The University of New South Wales, Sydney, NSW 2052, Australia.
| | - Rakesh K Kumar
- Department of Pathology, School of Medical Sciences, The University of New South Wales, Sydney, NSW 2052, Australia.
| | - Wendy M Pryor
- Royal College of Pathologists of Australasia, Surry Hills, 2010, Australia.
| | - Elizabeth L Salisbury
- Department of Anatomical Pathology, Prince of Wales Hospital, Randwick, 2031, Australia.
| | - Gary M Velan
- Department of Pathology, School of Medical Sciences, The University of New South Wales, Sydney, NSW 2052, Australia.
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Zhao C, Wu T, Ding X, Parwani AV, Chen H, McHugh J, Piccoli A, Xie Q, Lauro GR, Feng X, Hartman DJ, Seethala RR, Wu S, Yousem S, Liang Y, Pantanowitz L. International telepathology consultation: Three years of experience between the University of Pittsburgh Medical Center and KingMed Diagnostics in China. J Pathol Inform 2015; 6:63. [PMID: 26730353 PMCID: PMC4687159 DOI: 10.4103/2153-3539.170650] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2015] [Accepted: 10/21/2015] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND Telepathology is increasingly being employed to support diagnostic consultation services. Prior publications have addressed technology aspects for telepathology, whereas this paper will address the clinical telepathology experience of KingMed Diagnostics, the largest independent pathology medical laboratory in China. Beginning in 2012 the University of Pittsburgh Medical Center (UPMC) and KingMed Diagnostics partnered to establish an international telepathology consultation service. MATERIALS AND METHODS This is a retrospective study that summarizes the telepathology experience and diagnostic consultation results between UPMC and KingMed over a period of 3 years from January 2012 to December 2014. RESULTS A total of 1561 cases were submitted for telepathology consultation including 144 cases in 2012, 614 cases in 2013, and 803 in 2014. Most of the cases (61.4%) submitted were referred by pathologists, 36.9% by clinicians, and 1.7% by patients in China. Hematopathology received the most cases (23.7%), followed by bone/soft tissue (21.0%) and gynecologic/breast (20.2%) subspecialties. Average turnaround time (TAT) per case was 5.4 days, which decreased from 6.8 days in 2012 to 5.0 days in 2014. Immunostains were required for most of the cases. For some difficult cases, more than one round of immunostains was needed, which extended the TAT. Among 855 cases (54.7%) where a primary diagnosis or impression was provided by the referring local hospitals in China, the final diagnoses rendered by UPMC pathologists were identical in 25.6% of cases and significantly modified (treatment plan altered) in 50.8% of cases. CONCLUSION These results indicate that international telepathology consultation can significantly improve patient care by facilitating access to pathology expertise. The success of this international digital consultation service was dependent on strong commitment and support from leadership, information technology expertise, and dedicated pathologists who understood the language and culture on both sides. Lack of clinical information, missing gross pathology descriptions, and insufficient tissue sections submitted for evaluation were the main reasons for indefinite diagnoses. The overall experience encourages international telepathology practice for second opinions.
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Affiliation(s)
- Chengquan Zhao
- Department of Pathology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Tao Wu
- Department of Pathology, KingMed Diagnostics, Guangzhou, Guangdong, China
| | - Xiangdong Ding
- Department of Pathology, KingMed Diagnostics, Guangzhou, Guangdong, China
| | - Anil V. Parwani
- Department of Pathology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Hualin Chen
- Department of Pathology, KingMed Diagnostics, Guangzhou, Guangdong, China
| | - Jeffrey McHugh
- Department of Pathology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Anthony Piccoli
- Department of Pathology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Qinling Xie
- Department of Pathology, KingMed Diagnostics, Guangzhou, Guangdong, China
| | - Gonzalo Romero Lauro
- Department of Pathology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Xiaodong Feng
- Department of Pathology, KingMed Diagnostics, Guangzhou, Guangdong, China
| | - Douglas J. Hartman
- Department of Pathology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Raja R. Seethala
- Department of Pathology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Shangwei Wu
- Department of Pathology, KingMed Diagnostics, Guangzhou, Guangdong, China
| | - Samuel Yousem
- Department of Pathology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Yaoming Liang
- Department of Pathology, KingMed Diagnostics, Guangzhou, Guangdong, China
| | - Liron Pantanowitz
- Department of Pathology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
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Ramakumar A, Subramanian U, Prasanna PGS. High-throughput sample processing and sample management; the functional evolution of classical cytogenetic assay towards automation. MUTATION RESEARCH-GENETIC TOXICOLOGY AND ENVIRONMENTAL MUTAGENESIS 2015; 793:132-41. [PMID: 26520383 DOI: 10.1016/j.mrgentox.2015.07.011] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/20/2015] [Accepted: 07/23/2015] [Indexed: 10/23/2022]
Abstract
High-throughput individual diagnostic dose assessment is essential for medical management of radiation-exposed subjects after a mass casualty. Cytogenetic assays such as the Dicentric Chromosome Assay (DCA) are recognized as the gold standard by international regulatory authorities. DCA is a multi-step and multi-day bioassay. DCA, as described in the IAEA manual, can be used to assess dose up to 4-6 weeks post-exposure quite accurately but throughput is still a major issue and automation is very essential. The throughput is limited, both in terms of sample preparation as well as analysis of chromosome aberrations. Thus, there is a need to design and develop novel solutions that could utilize extensive laboratory automation for sample preparation, and bioinformatics approaches for chromosome-aberration analysis to overcome throughput issues. We have transitioned the bench-based cytogenetic DCA to a coherent process performing high-throughput automated biodosimetry for individual dose assessment ensuring quality control (QC) and quality assurance (QA) aspects in accordance with international harmonized protocols. A Laboratory Information Management System (LIMS) is designed, implemented and adapted to manage increased sample processing capacity, develop and maintain standard operating procedures (SOP) for robotic instruments, avoid data transcription errors during processing, and automate analysis of chromosome-aberrations using an image analysis platform. Our efforts described in this paper intend to bridge the current technological gaps and enhance the potential application of DCA for a dose-based stratification of subjects following a mass casualty. This paper describes one such potential integrated automated laboratory system and functional evolution of the classical DCA towards increasing critically needed throughput.
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Affiliation(s)
- Adarsh Ramakumar
- Scientific Research Department, Armed Forces Radiobiology Research Institute, 8901 Wisconsin Avenue, Bldg. 42, Bethesda, MD 20889, USA.
| | - Uma Subramanian
- Scientific Research Department, Armed Forces Radiobiology Research Institute, 8901 Wisconsin Avenue, Bldg. 42, Bethesda, MD 20889, USA
| | - Pataje G S Prasanna
- Scientific Research Department, Armed Forces Radiobiology Research Institute, 8901 Wisconsin Avenue, Bldg. 42, Bethesda, MD 20889, USA
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Abstract
Telepathology is the practice of remote pathology using telecommunication links to enable the electronic transmission of digital pathology images. Telepathology can be used for remotely rendering primary diagnoses, second opinion consultations, quality assurance, education, and research purposes. The use of telepathology for clinical patient care has been limited mostly to large academic institutions. Barriers that have limited its widespread use include prohibitive costs, legal and regulatory issues, technologic drawbacks, resistance from pathologists, and above all a lack of universal standards. This article provides an overview of telepathology technology and applications.
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Affiliation(s)
- Navid Farahani
- Department of Pathology and Laboratory Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA.
| | - Liron Pantanowitz
- Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
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Shakeri SM, Hulsken B, van Vliet LJ, Stallinga S. Optical quality assessment of whole slide imaging systems for digital pathology. OPTICS EXPRESS 2015; 23:1319-36. [PMID: 25835891 DOI: 10.1364/oe.23.001319] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/12/2023]
Abstract
Whole Slide Imaging (WSI) systems are high-throughput automated microscopes for digital pathology applications. We present a method for testing and monitoring the optical quality of WSI-systems using a measurement of the through-focus Optical Transfer Function (OTF) obtained from the edge response of a custom made resolution target, composed of sagittal and tangential edges. This enables quantitative analysis of a number of primary aberrations. The curvature of the best focus as a function of spatial frequency is indicative for spherical aberration, the argument of the OTF quantifies for coma, and the best focus as a function of field position for sagittal and tangential edges allows assessment of astigmatism and field curvature. The statistical error in the determined aberrations is typically below 20 mλ. We use the method to compare different tube lens designs and to study the effect of objective lens aging. The results are in good agreement with direct measurement of aberrations based on Shack-Hartmann wavefront sensing with a typical error ranging from 10 mλ to 40 mλ.
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Treanor D, Gallas BD, Gavrielides MA, Hewitt SM. Evaluating whole slide imaging: A working group opportunity. J Pathol Inform 2015. [DOI: 10.1016/s2153-3539(22)00459-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
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Pantanowitz L, Dickinson K, Evans AJ, Hassell LA, Henricks WH, Lennerz JK, Lowe A, Parwani AV, Riben M, Smith CD, Tuthill JM, Weinstein RS, Wilbur DC, Krupinski EA, Bernard J. American Telemedicine Association clinical guidelines for telepathology. J Pathol Inform 2014. [PMID: 25379345 DOI: 10.4103/2153–3539.143329] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Affiliation(s)
- Liron Pantanowitz
- Department of Pathology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Kim Dickinson
- Integrated Oncology, LabCorp and Digital Pathology Association, Irvine, CA, USA
| | - Andrew J Evans
- Department of Pathology, University Health Network Toronto General Hospital, Toronto, Canada
| | - Lewis A Hassell
- Department of Pathology, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA
| | - Walter H Henricks
- Pathology and Laboratory Medicine Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Jochen K Lennerz
- Department of Pathology, University Ulm, Albert-Einstein-Allee, Ulm, Germany
| | | | - Anil V Parwani
- Department of Pathology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Michael Riben
- Department of Pathology, Anatomic Pathology Informatics, MD Anderson, Houston, TX, USA
| | - Col Daniel Smith
- Department of Pathology, Keesler Medical Center, Biloxi, MS, USA
| | - J Mark Tuthill
- Department of Pathology, Pathology Informatics, Henry Ford Health System, Detroit, MI, USA
| | | | - David C Wilbur
- Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
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Pantanowitz L, Dickinson K, Evans AJ, Hassell LA, Henricks WH, Lennerz JK, Lowe A, Parwani AV, Riben M, Smith CD, Tuthill JM, Weinstein RS, Wilbur DC, Krupinski EA, Bernard J. American Telemedicine Association clinical guidelines for telepathology. J Pathol Inform 2014; 5:39. [PMID: 25379345 PMCID: PMC4221880 DOI: 10.4103/2153-3539.143329] [Citation(s) in RCA: 63] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2014] [Accepted: 09/15/2014] [Indexed: 11/16/2022] Open
Affiliation(s)
- Liron Pantanowitz
- Department of Pathology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Kim Dickinson
- Integrated Oncology, LabCorp and Digital Pathology Association, Irvine, CA, USA
| | - Andrew J Evans
- Department of Pathology, University Health Network Toronto General Hospital, Toronto, Canada
| | - Lewis A Hassell
- Department of Pathology, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA
| | - Walter H Henricks
- Pathology and Laboratory Medicine Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Jochen K Lennerz
- Department of Pathology, University Ulm, Albert-Einstein-Allee, Ulm, Germany
| | | | - Anil V Parwani
- Department of Pathology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Michael Riben
- Department of Pathology, Anatomic Pathology Informatics, MD Anderson, Houston, TX, USA
| | - Col Daniel Smith
- Department of Pathology, Keesler Medical Center, Biloxi, MS, USA
| | - J Mark Tuthill
- Department of Pathology, Pathology Informatics, Henry Ford Health System, Detroit, MI, USA
| | | | - David C Wilbur
- Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
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Braunhut BL, Graham AR, Lian F, Webster PD, Krupinski EA, Bhattacharyya AK, Weinstein RS. Subspecialty surgical pathologist's performances as triage pathologists on a telepathology-enabled quality assurance surgical pathology service: A human factors study. J Pathol Inform 2014; 5:18. [PMID: 25057432 PMCID: PMC4060405 DOI: 10.4103/2153-3539.133142] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2014] [Accepted: 04/17/2014] [Indexed: 11/04/2022] Open
Abstract
BACKGROUND The case triage practice workflow model was used to manage incoming cases on a telepathology-enabled surgical pathology quality assurance (QA) service. Maximizing efficiency of workflow and the use of pathologist time requires detailed information on factors that influence telepathologists' decision-making on a surgical pathology QA service, which was gathered and analyzed in this study. MATERIALS AND METHODS Surgical pathology report reviews and telepathology service logs were audited, for 1862 consecutive telepathology QA cases accrued from a single Arizona rural hospital over a 51 month period. Ten university faculty telepathologists served as the case readers. Each telepathologist had an area of subspecialty surgical pathology expertise (i.e. gastrointestinal pathology, dermatopathology, etc.) but functioned largely as a general surgical pathologist while on this telepathology-enabled QA service. They handled all incoming cases during their individual 1-h telepathology sessions, regardless of the nature of the organ systems represented in the real-time incoming stream of outside surgical pathology cases. RESULTS The 10 participating telepathologists' postAmerican Board of pathology examination experience ranged from 3 to 36 years. This is a surrogate for age. About 91% of incoming cases were immediately signed out regardless of the subspecialty surgical pathologists' area of surgical pathology expertise. One hundred and seventy cases (9.13%) were deferred. Case concurrence rates with the provisional surgical pathology diagnosis of the referring pathologist, for incoming cases, averaged 94.3%, but ranged from 88.46% to 100% for individual telepathologists. Telepathology case deferral rates, for second opinions or immunohistochemistry, ranged from 4.79% to 21.26%. Differences in concordance rates and deferral rates among telepathologists, for incoming cases, were significant but did not correlate with years of experience as a practicing pathologist. Coincidental overlaps of the area of subspecialty surgical pathology expertise with organ-related incoming cases did not influence decisions by the telepathologists to either defer those cases or to agree or disagree with the referring pathologist's provisional diagnoses. CONCLUSIONS Subspecialty surgical pathologists effectively served as general surgical pathologists on a telepathology-based surgical pathology QA service. Concurrence rates with incoming surgical pathology report diagnoses, and case deferral rates, varied significantly among the 10 on-service telepathologists. We found no evidence that the higher deferral rates correlated with improving the accuracy or quality of the surgical pathology reports.
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Affiliation(s)
- Beth L Braunhut
- Department of Pathology, University of Arizona College of Medicine, Tucson, AZ, USA
| | - Anna R Graham
- Department of Pathology, University of Arizona College of Medicine, Tucson, AZ, USA ; Arizona Telemedicine Program, University of Arizona College of Medicine, Tucson, AZ, USA
| | - Fangru Lian
- Department of Pathology, University of Arizona College of Medicine, Tucson, AZ, USA
| | - Phyllis D Webster
- Arizona Telemedicine Program, University of Arizona College of Medicine, Tucson, AZ, USA
| | - Elizabeth A Krupinski
- Arizona Telemedicine Program, University of Arizona College of Medicine, Tucson, AZ, USA ; Department of Medical Imaging, University of Arizona College of Medicine, Tucson, AZ, USA
| | | | - Ronald S Weinstein
- Department of Pathology, University of Arizona College of Medicine, Tucson, AZ, USA ; Arizona Telemedicine Program, University of Arizona College of Medicine, Tucson, AZ, USA
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Bueno G, Déniz O, Fernández-Carrobles MDM, Vállez N, Salido J. An automated system for whole microscopic image acquisition and analysis. Microsc Res Tech 2014; 77:697-713. [PMID: 24916187 DOI: 10.1002/jemt.22391] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2013] [Revised: 04/14/2014] [Accepted: 05/30/2014] [Indexed: 11/12/2022]
Abstract
The field of anatomic pathology has experienced major changes over the last decade. Virtual microscopy (VM) systems have allowed experts in pathology and other biomedical areas to work in a safer and more collaborative way. VMs are automated systems capable of digitizing microscopic samples that were traditionally examined one by one. The possibility of having digital copies reduces the risk of damaging original samples, and also makes it easier to distribute copies among other pathologists. This article describes the development of an automated high-resolution whole slide imaging (WSI) system tailored to the needs and problems encountered in digital imaging for pathology, from hardware control to the full digitization of samples. The system has been built with an additional digital monochromatic camera together with the color camera by default and LED transmitted illumination (RGB). Monochrome cameras are the preferred method of acquisition for fluorescence microscopy. The system is able to digitize correctly and form large high resolution microscope images for both brightfield and fluorescence. The quality of the digital images has been quantified using three metrics based on sharpness, contrast and focus. It has been proved on 150 tissue samples of brain autopsies, prostate biopsies and lung cytologies, at five magnifications: 2.5×, 10×, 20×, 40×, and 63×. The article is focused on the hardware set-up and the acquisition software, although results of the implemented image processing techniques included in the software and applied to the different tissue samples are also presented.
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Affiliation(s)
- Gloria Bueno
- VISILAB Research Group, E.T.S. Ingenieros Industriales, University of Castilla-La Mancha, Av. Camilo José Cela s/n, Ciudad Real, 13071, Spain
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Cucoranu IC, Parwani AV, Vepa S, Weinstein RS, Pantanowitz L. Digital pathology: A systematic evaluation of the patent landscape. J Pathol Inform 2014; 5:16. [PMID: 25057430 PMCID: PMC4060404 DOI: 10.4103/2153-3539.133112] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2014] [Accepted: 03/28/2014] [Indexed: 11/06/2022] Open
Abstract
Introduction: Digital pathology is a relatively new field. Inventors of technology in this field typically file for patents to protect their intellectual property. An understanding of the patent landscape is crucial for companies wishing to secure patent protection and market dominance for their products. To our knowledge, there has been no prior systematic review of patents related to digital pathology. Therefore, the aim of this study was to systematically identify and evaluate United States patents and patent applications related to digital pathology. Materials and Methods: Issued patents and patent applications related to digital pathology published in the United States Patent and Trademark Office (USPTO) database (www.uspto.gov) (through January 2014) were searched using the Google Patents search engine (Google Inc., Mountain View, California, USA). Keywords and phrases related to digital pathology, whole-slide imaging (WSI), image analysis, and telepathology were used to query the USPTO database. Data were downloaded and analyzed using the Papers application (Mekentosj BV, Aalsmeer, Netherlands). Results: A total of 588 United States patents that pertain to digital pathology were identified. In addition, 228 patent applications were identified, including 155 that were pending, 65 abandoned, and eight rejected. Of the 588 patents granted, 348 (59.18%) were specific to pathology, while 240 (40.82%) included more general patents also usable outside of pathology. There were 70 (21.12%) patents specific to pathology and 57 (23.75%) more general patents that had expired. Over 120 unique entities (individual inventors, academic institutions, and private companies) applied for pathology specific patents. Patents dealt largely with telepathology and image analysis. WSI related patents addressed image acquisition (scanning and focus), quality (z-stacks), management (storage, retrieval, and transmission of WSI files), and viewing (graphical user interface (GUI), workflow, slide navigation and remote control). An increasing number of recent patents focused on computer-aided diagnosis (CAD) and digital consultation networks. Conclusion: In the last 2 decades, there have been an increasing number of patents granted and patent applications filed related to digital pathology. The number of these patents quadrupled during the last decade, and this trend is predicted to intensify based on the number of patent applications already published by the USPTO.
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Affiliation(s)
- Ioan C Cucoranu
- Department of Pathology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
| | - Anil V Parwani
- Department of Pathology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
| | - Suryanarayana Vepa
- Office of Technology Transfer, National Institutes of Health, Rockville, Maryland, USA
| | - Ronald S Weinstein
- Department of Pathology and Arizona Telemedicine Program, University of Arizona, Tucson, Arizona, USA
| | - Liron Pantanowitz
- Department of Pathology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
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Whole slide imaging diagnostic concordance with light microscopy for breast needle biopsies. Hum Pathol 2014; 45:1713-21. [PMID: 24913758 DOI: 10.1016/j.humpath.2014.04.007] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2014] [Revised: 04/03/2014] [Accepted: 04/09/2014] [Indexed: 11/20/2022]
Abstract
This study investigated the diagnostic accuracy of whole slide imaging (WSI) in breast needle biopsy diagnosis in comparison with standard light microscopy (LM). The study examined the effects of image capture magnification and computer monitor quality on diagnostic concordance of WSI and LM. Four pathologists rendered diagnoses using WSI to examine 85 breast biopsies (92 parts; 786 slides) consisting of benign and malignant cases. Each WSI case was evaluated using images captured at either ×20 or ×40 magnifications and viewed using a Digital Imaging and Communication in Medicine (DICOM) grade, color-calibrated monitor or a standard, desktop liquid-crystal display (LCD) monitor. For each combination, the WSI result was compared with the original, LM diagnosis. The overall concordance rate observed between WSI and LM was 97.1% (95% confidence intervals [CI]: 94.3%-98.5%). After a washout period, all cases were reviewed a second time by each pathologist after using LM, and the second LM diagnosis was compared with the WSI diagnosis rendered by the same pathologist. Intraobserver concordance between WSI and LM was 95.4% (95% CI: 92.2%-97.4%). The second LM diagnoses were also compared with the original LM diagnoses, and the observed interobserver LM concordance rate was 97.3% (95% CI: 93.1%-99.0%). The study data demonstrated that breast needle biopsy diagnoses rendered by WSI were equivalent to diagnoses rendered by LM. No diagnostic differences were detected between the underlying viewing system parameters of monitor quality and image capture resolution. The results of this study demonstrated that WSI can be effectively used in subspecialty diagnostic cases where a minimum amount of tissue is available.
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Ribback S, Flessa S, Gromoll-Bergmann K, Evert M, Dombrowski F. Virtual slide telepathology with scanner systems for intraoperative frozen-section consultation. Pathol Res Pract 2014; 210:377-82. [PMID: 24674453 DOI: 10.1016/j.prp.2014.02.007] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2013] [Accepted: 02/24/2014] [Indexed: 11/18/2022]
Abstract
Telepathology provides pathology services over a distance using digital imaging and telecommunication for primary diagnostic practice, including intraoperative frozen sections. Virtual slide technology provides digitizing of histological slides by scanner systems and improved remote assessment substantially. In this retrospective study, diagnostic accuracy of intraoperative frozen sections assessed as virtual slide was determined. Tissue assessment was mainly requested for urological, gynecological and dermatological resections. Issues of time consumption, cost and cost effectiveness of this diagnostic method are discussed. 1204 intraoperative frozen sections were conducted in the course of this study at our department over a period of 2.5 years. 98.59% of all intraoperative frozen sections were accurately diagnosed in the initial telepathological assessment. Tumor affection was present in 15.6% of frozen sections, in 174 instances already assessed in the initial slides (sensitivity 92.6%). Discrepant diagnoses compared to the final diagnosis occurred in 1.41%. Our determined averaged time for virtual slide technology of 10.58±8.19min can be ranged in well. Our study did not allow a full economic assessment, but some preliminary insights are pointed out. The quality of services is highly acceptable and the investment costs and the labor cost of virtual slide technology are lower than those of robotic microscopy.
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Affiliation(s)
- Silvia Ribback
- Institut für Pathologie, Universitätsmedizin Greifswald, Germany.
| | - Steffen Flessa
- Lehrstuhl für Allgemeine Betriebswirtschaftslehre und Gesundheitsmanagement, Ernst-Moritz-Arndt-Universität Greifswald, Germany
| | | | - Matthias Evert
- Institut für Pathologie, Universitätsmedizin Greifswald, Germany
| | - Frank Dombrowski
- Institut für Pathologie, Universitätsmedizin Greifswald, Germany
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Dalquen P, Savic Prince S, Spieler P, Kunze D, Neumann H, Eppenberger-Castori S, Adams H, Glatz K, Bubendorf L. Making cytological diagnoses on digital images using the iPath network. Acta Cytol 2014; 58:453-60. [PMID: 25402774 DOI: 10.1159/000369241] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2014] [Accepted: 10/13/2014] [Indexed: 11/19/2022]
Abstract
BACKGROUND The iPath telemedicine platform Basel is mainly used for histological and cytological consultations, but also serves as a valuable learning tool. AIM To study the level of accuracy in making diagnoses based on still images achieved by experienced cytopathologists, to identify limiting factors, and to provide a cytological image series as a learning set. METHOD Images from 167 consecutive cytological specimens of different origin were uploaded on the iPath platform and evaluated by four cytopathologists. Only wet-fixed and well-stained specimens were used. The consultants made specific diagnoses and categorized each as benign, suspicious or malignant. RESULTS For all consultants, specificity and sensitivity regarding categorized diagnoses were 83-92 and 85-93%, respectively; the overall accuracy was 88-90%. The interobserver agreement was substantial (κ = 0.791). The lowest rate of concordance was achieved in urine and bladder washings and in the identification of benign lesions. CONCLUSION Using a digital image set for diagnostic purposes implies that even under optimal conditions the accuracy rate will not exceed to 80-90%, mainly because of lacking supportive immunocytochemical or molecular tests. This limitation does not disqualify digital images for teleconsulting or as a learning aid. The series of images used for the study are open to the public at http://pathorama.wordpress.com/extragenital-cytology-2013/.
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Affiliation(s)
- Peter Dalquen
- Institute for Pathology, University Hospital Basel, Basel, Switzerland
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Moxham C, Chambers N, Girling J, Garg S, Jelfs E, Bremner J. Perspectives on the enablers of e-heath adoption: an international interview study of leading practitioners. Health Serv Manage Res 2013; 25:129-37. [PMID: 23135887 DOI: 10.1258/hsmr.2012.012018] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Studies examining the application of information technology to the delivery of health-care services often highlight the anticipated benefits. In consequence, the benefits of health-care information technology adoption, often referred to as 'e-health', are widely reported yet there is limited empirical evidence as to how such benefits can be realized. Design and implementation guidelines have been considered from a socio-technical perspective and there is support for the successful application of these principles. There are also some global surveys on the topic, but these often report only statistical data and lack richness of content. This study draws on existing literature to examine whether the principles of health-care information technology adoption are currently applied in practice. The paper presents a timely international analysis of the drivers, critical enablers and successful deployment strategies for e-health from the perspective of leading practitioners. The study considers the adoption of e-health in 15 countries. A qualitative research design was used and semistructured interviews were conducted with 38 thought leaders with expertise in health-care information systems and technology. The study presents a comparative analysis of the lessons learned from implementing, integrating and embedding e-health in practice, and presents a four-phase approach from the perspective of practitioners for the accelerated deployment of e-health systems: (i) develop a strategic approach, (ii) engage the workforce, (iii) capitalize on information technology and (iv) partner with the patient/citizen.
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Affiliation(s)
- Claire Moxham
- University of Liverpool Management School, Liverpool, UK.
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