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Moazeni M, Numan L, Szymanski MK, Van der Kaaij NP, Asselbergs FW, van Laake LW, Aarts E. Monitoring left ventricular assist device parameters to detect flow- and power-impacting complications: a proof of concept. EUROPEAN HEART JOURNAL. DIGITAL HEALTH 2023; 4:488-495. [PMID: 38045436 PMCID: PMC10689906 DOI: 10.1093/ehjdh/ztad062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Revised: 09/20/2023] [Accepted: 10/11/2023] [Indexed: 12/05/2023]
Abstract
Aims The number of patients on left ventricular assist device (LVAD) support increases due to the growing number of patients with end-stage heart failure and the limited number of donor hearts. Despite improving survival rates, patients frequently suffer from adverse events such as cardiac arrhythmia and major bleeding. Telemonitoring is a potentially powerful tool to early detect deteriorations and may further improve outcome after LVAD implantation. Hence, we developed a personalized algorithm to remotely monitor HeartMate3 (HM3) pump parameters aiming to early detect unscheduled admissions due to cardiac arrhythmia or major bleeding. Methods and results The source code of the algorithm is published in an open repository. The algorithm was optimized and tested retrospectively using HeartMate 3 (HM3) power and flow data of 120 patients, including 29 admissions due to cardiac arrhythmia and 14 admissions due to major bleeding. Using a true alarm window of 14 days prior to the admission date, the algorithm detected 59 and 79% of unscheduled admissions due to cardiac arrhythmia and major bleeding, respectively, with a false alarm rate of 2%. Conclusion The proposed algorithm showed that the personalized algorithm is a viable approach to early identify cardiac arrhythmia and major bleeding by monitoring HM3 pump parameters. External validation is needed and integration with other clinical parameters could potentially improve the predictive value. In addition, the algorithm can be further enhanced using continuous data.
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Affiliation(s)
- Mehran Moazeni
- Department of Methodology and Statistics, Utrecht University, Padualaan 14, 3584 CH Utrecht, the Netherlands
| | - Lieke Numan
- Department of Cardiology, University Medical Centre Utrecht, Utrecht University, Heidelberglaan 100, 3584 CX Utrecht, the Netherlands
| | - Mariusz K Szymanski
- Department of Cardiology, University Medical Centre Utrecht, Utrecht University, Heidelberglaan 100, 3584 CX Utrecht, the Netherlands
| | - Niels P Van der Kaaij
- Department of Cardiothoracic Surgery, University Medical Centre Utrecht, Utrecht University, Heidelberglaan 100, 3584 CX Utrecht, The Netherlands
| | - Folkert W Asselbergs
- Department of Cardiology, University Medical Centre Utrecht, Utrecht University, Heidelberglaan 100, 3584 CX Utrecht, the Netherlands
- Health Data Research UK, Institute of Health Informatics, University College London, 222 Euston Road, NW12DA London, UK
- Department of Cardiology, Amsterdam Cardiovascular Sciences, Amsterdam University Medical Centre, University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
| | - Linda W van Laake
- Department of Cardiology, University Medical Centre Utrecht, Utrecht University, Heidelberglaan 100, 3584 CX Utrecht, the Netherlands
| | - Emmeke Aarts
- Department of Methodology and Statistics, Utrecht University, Padualaan 14, 3584 CH Utrecht, the Netherlands
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McMaster T, Mori K, Lee S, Manasa S, Stelmach W, To H. Innovations and Implementation of Telemedicine in Surgical Clinics Beyond COVID-19: A Narrative Review. Telemed J E Health 2023; 29:50-59. [PMID: 35736794 DOI: 10.1089/tmj.2021.0409] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
Abstract
Introduction: Telemedicine has emerged as a powerful tool in the delivery of health care to surgical patients and innovations are developing to address challenges in the technology, enhancing consumer-provider encounters while located remotely. Our study aims at collating and commenting on the published evidence for how current challenges in telemedicine for surgical clinics are met by innovations currently in development. We also comment on the implementation and monitoring strategies for telemedicine. Methods: Databases searched included: PubMed, OVID Medline, Embase, Scopus, Web of Science, and review of reference lists. Key words used were "telemedicine"; "telehealth"; "videoconference"; "outpatient"; and "surgical clinic." For inclusion, articles required to be in English, published between 2000 and 2021, were in an outpatient surgical setting, and if they had a focus during the COVID-19 pandemic. Results: Three hundred forty-five articles were identified and screened, so that 73 articles were included in the review. Almost all articles were from Western countries (n = 69), mostly in surgical journals (n = 39) and from a range of sub-specialties, but pre-dominantly orthopedics (n = 12) and general surgery (n = 9). The majority were original comparative studies, with 31 studies directly comparing telemedicine with in-person appointments and 22 articles focused on implementation during COVID-19. Discussion/Conclusion: Advanced telecommunication technology has enabled telemedicine to become an effective and safe form of health care delivery, with high consumer and provider satisfaction. Innovative protocol and technology developments have addressed the limitations of telemedicine. Sophisticated and familiar medical software integrates with electronic medical records to automate and streamline documentation, consent, and billing processes. Surgical clinics are investing in telehealth workflow co-ordination and information technology support to troubleshoot any technical difficulties as well as education for providers and consumers to address technology illiteracy. As health care services continue to transition their systems to an online network, further research is required to understand the ability and assess the feasibility of telemedicine to fully integrate.
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Affiliation(s)
- Thomas McMaster
- Melbourne Medical School, Faculty of Medicine, Dentistry and Health Sciences, The University of Melbourne, Parkville, Australia
| | - Krinal Mori
- Department of Surgery, Northern Health, Epping, Australia
| | - Sharon Lee
- Department of Surgery, Northern Health, Epping, Australia
| | - Siri Manasa
- Department of Surgery, Northern Health, Epping, Australia
| | - Wanda Stelmach
- Department of Surgery, Northern Health, Epping, Australia
| | - Henry To
- Department of Surgery, Northern Health, Epping, Australia.,Department of Surgery, Werribee Mercy Hospital, Werribee, Australia
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Numan L, Moazeni M, Oerlemans MI, Aarts E, Van Der Kaaij NP, Asselbergs FW, Van Laake LW. Data-driven monitoring in patients on left ventricular assist device support. Expert Rev Med Devices 2022; 19:677-685. [DOI: 10.1080/17434440.2022.2132147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Affiliation(s)
- Lieke Numan
- Department of Cardiology, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, 3584 CX, Utrecht, the Netherlands
| | - Mehran Moazeni
- Department of Methodology and Statistics, Utrecht University, Heidelberglaan 8, 3584 CS, Utrecht, the Netherlands
| | - Marish I.F.J. Oerlemans
- Department of Cardiology, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, 3584 CX, Utrecht, the Netherlands
| | - Emmeke Aarts
- Department of Methodology and Statistics, Utrecht University, Heidelberglaan 8, 3584 CS, Utrecht, the Netherlands
| | - Niels P. Van Der Kaaij
- Department of Cardiothoracic Surgery, University Medical Centre Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Folkert W. Asselbergs
- Department of Cardiology, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, 3584 CX, Utrecht, the Netherlands
- Institute of Cardiovascular Science, Faculty of Population Health Sciences, University College London, Gower Street, WC1E 6BT, London, UK
- Health Data Research UK and Institute of Health Informatics, University College London, Gower Street, WC1E 6BT, London, UK
- Department of Cardiology, Amsterdam Cardiovascular Sciences, Amsterdam University Medical Centre, University of Amsterdam, the Netherlands
| | - Linda W. Van Laake
- Department of Cardiology, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, 3584 CX, Utrecht, the Netherlands
- Institute of Health Informatics, Faculty of Population Health Sciences, University College London, Gower Street WC1E 6BT, London, UK
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Lechiancole A, Loforte A, Scandroglio M, Comisso M, Iacovoni A, Maiani M, Gliozzi G, De Bonis M, Musumeci F, Terzi A, Pacini D, Livi U. Does the distance between residency and implanting center affect the outcome of patients supported by left ventricular assist devices? A multicenter Italian study on radial mechanically assisted circulatory support (MIRAMACS) analysis. Artif Organs 2022; 46:1932-1936. [PMID: 35718933 DOI: 10.1111/aor.14343] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Revised: 02/16/2022] [Accepted: 06/13/2022] [Indexed: 11/26/2022]
Abstract
BACKGROUND Patients with LVAD require continuous monitoring and care, and since Implanting Centers (ICs) are more experienced in managing LVAD patients than other healthcare facilities, the distance between patient residency and IC could negatively affect the outcomes. METHODS Data of patients discharged after receiving an LVAD implantation between 2010 and 2021 collected from the MIRAMACS database were retrospectively analyzed. The population was divided into two groups: A (n = 175) and B (n = 141), according to the distance between patient residency and IC ≤ or >90 miles. The primary endpoint was freedom from Adverse Events (AEs), a composite outcome composed of death, cerebrovascular accident, hospital admission because of GI bleeding, infection, pump thrombosis, and right ventricular failure. Secondary endpoints were incidences of mortality and complications. All patients were followed-up regularly, according to participating center protocols. RESULTS Baseline clinical characteristics and indications for LVAD did not differ between the two groups. The mean duration of support was 25.5 ± 21 months for Group A and 25.7 ± 20 months for Group B (p = 0.79). At 3 years, freedom from AEs was similar between Group A and Group B (p = 0.36), and there were no differences in rates of mortality and LVAD-related complications. CONCLUSIONS Distance from the IC does not represent a barrier to successful outcomes as long as regular and continuous follow-up is provided.
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Affiliation(s)
- Andrea Lechiancole
- Cardiothoracic Department, Azienda Sanitaria Universitaria Friuli Centrale, S. Maria della Misericordia University Hospital of Udine, Udine, Italy
| | - Antonio Loforte
- Division of Cardiac Surgery, S. Orsola University Hospital, ALMA Mater Studiorum University of Bologna, IRCCS Bologna, Bologna, Italy
| | - Mara Scandroglio
- Division of Cardiac Surgery, IRCCS San Raffaele Hospital, Vita-Salute San Raffaele University, Milan, Italy
| | - Marina Comisso
- Cardiothoracic Department, San Camillo Forlanini Hospital, Rome, Italy
| | - Attilio Iacovoni
- Cardiothoracic Department, Papa Giovanni XXII Hospital of Bergamo, Bergamo, Italy
| | - Massimo Maiani
- Cardiothoracic Department, Azienda Sanitaria Universitaria Friuli Centrale, S. Maria della Misericordia University Hospital of Udine, Udine, Italy
| | - Gregorio Gliozzi
- Division of Cardiac Surgery, S. Orsola University Hospital, ALMA Mater Studiorum University of Bologna, IRCCS Bologna, Bologna, Italy
| | - Michele De Bonis
- Division of Cardiac Surgery, IRCCS San Raffaele Hospital, Vita-Salute San Raffaele University, Milan, Italy
| | | | - Amedeo Terzi
- Cardiothoracic Department, Papa Giovanni XXII Hospital of Bergamo, Bergamo, Italy
| | - Davide Pacini
- Division of Cardiac Surgery, S. Orsola University Hospital, ALMA Mater Studiorum University of Bologna, IRCCS Bologna, Bologna, Italy
| | - Ugolino Livi
- Cardiothoracic Department, Azienda Sanitaria Universitaria Friuli Centrale, S. Maria della Misericordia University Hospital of Udine, Udine, Italy
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Herrera Montano I, Presencio Lafuente E, Breñosa Martínez J, Ortega Mansilla A, Torre Díez IDL, Río-Solá MLD. Systematic Review of Telemedicine and eHealth Systems Applied to Vascular Surgery. J Med Syst 2022; 46:104. [PMID: 36471095 PMCID: PMC9734958 DOI: 10.1007/s10916-022-01895-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Revised: 11/22/2022] [Accepted: 11/25/2022] [Indexed: 12/12/2022]
Abstract
OBJECTIVE The objective of this paper is to review and analyze the current state of telemedicine and ehealth in the field of vascular surgery. METHODS This paper collects the relevant information obtained after reviewing the articles related to telemedicine in vascular surgery, published from 2012 to 2022 contained in scientific databases. In addition, the results obtained are statistically studied based on various factors, such as the year of publication or the search engine. In this way, we obtain a complete vision of the current state of telemedicine in the field of vascular surgery. RESULTS After performing this search and applying selection criteria, 29 articles were obtained for subsequent study and discussion, of which 20 were published in the second half of the decade, representing 70% of the results. In the analysis carried out according to the search criteria used, it can be seen that using the word telemedicine we obtained 69% of the articles while with the criteria mHealth and eHealth we only obtained 22% and 9% of the results, respectively. It can be seen that the filter with the most potential content articles was "vascular surgery AND telemedicine". In the analysis performed according to the search engine, it was observed that the Google Scholar database contains 93% of the articles found in the massive search and the relevant articles contained therein represent 52% of the total. CONCLUSION An upward trend has been observed in recent years, with a clear increase in the number of publications and much lower figures in the first years. One aspect to highlight is that 47.8% of the articles analyzed focus only on postoperative treatment, which may be due to the help provided by telemedicine in detecting surgical site infections by sending images and videos, this being one of the most common postoperative complications. The analyzed works show the importance of telemedicine in vascular surgery and identify possible future lines of research. In the analysis carried out on the origin of the selected relevant papers, an important interest of the US in this topic is demonstrated since more than 50% of the research contains authors from this country, it is also observed that there is no research from Spain, so this research would be an initial step to determine the weaknesses of telemedicine in this field of medicine and a good opportunity to open a research gap in this branch.
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Affiliation(s)
- Isabel Herrera Montano
- grid.5239.d0000 0001 2286 5329Department of Signal Theory and Communications and Telematics Engineering, University of Valladolid, Paseo de Belén, 15, 47011 Valladolid, Spain
| | - Elena Presencio Lafuente
- grid.5239.d0000 0001 2286 5329Department of Signal Theory and Communications and Telematics Engineering, University of Valladolid, Paseo de Belén, 15, 47011 Valladolid, Spain
| | - Jose Breñosa Martínez
- grid.512306.30000 0004 4681 9396Universidad Europea del Atlántico, C / Isabel Torres, 21, 39011 Santander, Spain
| | - Arturo Ortega Mansilla
- grid.512306.30000 0004 4681 9396Universidad Europea del Atlántico, C / Isabel Torres, 21, 39011 Santander, Spain ,grid.441061.60000 0004 1786 8906Universidad Internacional Iberoamericana, Calle 15 Num. 36, between 10 and 12 IMI III, 24560 - Campeche, Mexico City, Mexico
| | - Isabel de la Torre Díez
- grid.5239.d0000 0001 2286 5329Department of Signal Theory and Communications and Telematics Engineering, University of Valladolid, Paseo de Belén, 15, 47011 Valladolid, Spain
| | - María Lourdes Del Río-Solá
- grid.411057.60000 0000 9274 367XVascular Surgery Department, Hospital Clínico Universitario de Valladolid, Ramón y Cajal Ave, nº 3, 47003 Valladolid, Spain
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Abstract
Many telemedicine interventions fail to be implemented in medical care with non-use and discontinued use by patients being among the major reasons. The aim of this scoping review was to provide an overview of barriers associated with non-use and discontinued use of telemedicine. An electronic search was conducted in Pubmed in October 2019 and updated in November 2020, followed by a hand search in the beginning of 2021. All potential articles were screened by two independent reviewers based on predefined inclusion and exclusion criteria. A qualitative content analysis according to Mayring was carried out. The topics 'intervention', 'context of use' and 'user' were chosen as overarching themes. Out of 1377 potentially relevant articles, 73 were included. User-related barriers were mentioned in most of the analysed studies, followed by barriers related to the intervention. The analysis provides the basis for overcoming non-use issues in telemedicine.
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Affiliation(s)
| | - Peter Eh Schwarz
- Technische Universität Dresden, Germany; German Center for Diabetes Research (DZD), Germany
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Telemonitoring and Care Program for Left Ventricular Assist Device Patients During COVID-19 Outbreak: A European Experience. ASAIO J 2021; 67:973-981. [PMID: 34403376 DOI: 10.1097/mat.0000000000001526] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Coronavirus disease 2019 (COVID-19) radically modified the organization of healthcare systems with shutdown of routine activities and outpatient clinics. Herein, we report our institutional experience with a Telemonitoring and Care Program (TC-Program) to monitor and support left ventricular assist device (LVAD) patients during COVID-19 outbreak. This single-arm cohort study analyzed 156 patients who entered the TC-Program at our institution between April and August 2020. The TC-Program was based on routine phone calls to patients and a 24/7 emergency line. In November 2020, patients were asked for feedback on the TC-Program and checked for survival, transplant, or explant. The primary endpoint was the rate of TC-Program-driven interventions. Patients (males: 82.8%) were 61 years old (interquartile range [IQR]: 53.0-67.5) and on LVAD support for 1,266 days (IQR: 475-2,211). Patients were included in the TC-Program for a median time of 99 days (min:15, max:120) and received a median number of six phone calls (min:1, max:14). Twenty-three patients (14.7%) were referred for clinical evaluation after phone contact. Two patients (1.27%) were diagnosed with COVID-19: one of them died after intensive care, and one remained paucisymptomatic and recovered. Three patients asked to exit the program considering it not useful while the others gave high rates in terms of usefulness (median: 9, IQR: 8-10), information (median: 9, IQR: 8-10), good medical care (median: 9, IQR: 8-10), and psychologic support (median: 8, IQR: 7-10). A TC-Program based on the four ICSA principles (Inform, Care, Support, and Adapt) is feasible in LVAD patients and can be rapidly implemented during the COVID-19 pandemic.
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McMaster T, Wright T, Mori K, Stelmach W, To H. Current and future use of telemedicine in surgical clinics during and beyond COVID-19: A narrative review. Ann Med Surg (Lond) 2021; 66:102378. [PMID: 33996071 PMCID: PMC8105355 DOI: 10.1016/j.amsu.2021.102378] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Accepted: 04/28/2021] [Indexed: 12/21/2022] Open
Abstract
Introduction Telemedicine has emerged as a powerful tool in the delivery of healthcare to surgical patients and enhances clinician-patient encounters during all phases of patient care. Our study aims were: to review the current use and applicability of telemedicine; evaluate its suitability, safety and effectiveness in a surgical outpatient setting, particularly in the era of social distancing restrictions and provide insight into future applications. Methods Databases searched included: PubMed, OVID Medline, Embase, Scopus, Web of Science and review of reference lists. Key words used were "telemedicine"; "telehealth"; "videoconference"; "outpatient" and "surgical clinic". For inclusion, articles required to be in English, published between 2000 and 2021, were in an outpatient surgical setting and if they had a focus during the COVID-19 pandemic. Results 335 articles were identified and screened, so that 63 articles were included in the review. Almost all articles were from Western countries (n = 60), mostly in surgical journals (n = 35) and from a range of sub-specialities, but pre-dominantly orthopaedics (n = 12) and general surgery (n = 7). The majority were original comparative studies where 31 studies directly compared telemedicine to in-person appointments and 14 papers focused on implementation during COVID-19. Discussion/conclusions Telemedicine has been safely used across various phases of surgical outpatient care, with its effectiveness evaluated by clinical outcomes, economics and user/provider satisfaction. Telemedicine has multiple accepted benefits including time efficiency, patient/healthcare cost savings and community access, but with reported limitations of clinical uncertainty, technology infrastructure requirements, cybersecurity vulnerabilities and healthcare regulatory restraints. These limitations are being overcome by accelerated implementation during COVID-19 via fast-tracked practice development. Further work is required via development of research protocols to refine the application of emerging telemedicine technologies and their applicability to different surgical sub-specialties.
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Affiliation(s)
- Thomas McMaster
- Medical School, The University of Melbourne, Parkville, VIC, Australia
| | - Timothy Wright
- Department of Surgery, St. Vincent's Hospital, Fitzroy, VIC, Australia
| | - Krinal Mori
- Department of Surgery, Northern Health, Epping, VIC, Australia.,The University of Melbourne, Parkville, VIC, Australia
| | - Wanda Stelmach
- Department of Surgery, Northern Health, Epping, VIC, Australia
| | - Henry To
- Department of Surgery, Northern Health, Epping, VIC, Australia.,Department of Surgery, Werribee Mercy Hospital, Werribee, VIC, Australia
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