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Strike K, Chan A, Maly MR, Newman AN, Solomon P. Scoping Review of Curricula and Pedagogical Approaches for Physiotherapist Performed Point of Care Ultrasonography. Physiother Can 2023; 75:322-336. [PMID: 38037585 PMCID: PMC10686305 DOI: 10.3138/ptc-2021-0079] [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] [Received: 08/04/2021] [Revised: 12/07/2021] [Accepted: 02/18/2022] [Indexed: 12/02/2023]
Abstract
Purpose This study collates and maps physiotherapy pre- and post-licensure curricula and pedagogical approaches for point of care ultrasonography (POCUS). Method We used a standardized scoping review methodology and reporting framework. A total of 18,217 titles and abstracts, and 1,372 full text citations were screened, with 209 studies classified as physiotherapist performed POCUS. Results Of the 209 studies, 15 evaluated pre- and post-licensure curricula and pedagogical approaches. Seventy-two to 98% of pre-licensure programs reported including theoretical knowledge of POCUS and 44-45% reported practical teaching or competency assessment. In post-licensure studies of POCUS, 0-61% of physiotherapists reported training for POCUS. All studies of post-licensure pedagogical approaches included an assessment of theoretical knowledge of POCUS, but only one study included a practical assessment of competency. There was considerable variability in POCUS methods and duration of pedagogical approaches. Except for one study, all pedagogical approaches reported improvement in theoretical knowledge. Conclusion Progress in physiotherapy-specific, standardized, competency-based curricula and pedagogical approaches in POCUS has been limited, with minimal research available, and considerable variability both pre- and post-licensure. These findings could be used to advocate for the inclusion of POCUS in pre- and post-licensure physiotherapy curriculum, and suggest a need for clear guidelines from regulatory colleges and licensing bodies, and a common terminology for physiotherapist performed POCUS. Future directions for research include a systematic review of the psychometric properties of physiotherapist performed POCUS within and across anatomical areas, an assessment of value of different forms of training, and an evaluation of the impact of physiotherapist performed POCUS on patient outcomes.
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Affiliation(s)
- Karen Strike
- From the:
From the: School of Rehabilitation Science, Faculty of Health Science, McMaster University, Hamilton, Ontario, Canada, L8S1C7
| | - Anthony Chan
- Department of Pediatrics, McMaster University, Hamilton, Ontario, Canada
| | - Monica R. Maly
- Department of Kinesiology, Faculty of Health, University of Waterloo, Waterloo, Ontario, Canada, N2L 3G1
| | - Anastasia N.L. Newman
- From the:
From the: School of Rehabilitation Science, Faculty of Health Science, McMaster University, Hamilton, Ontario, Canada, L8S1C7
| | - Patricia Solomon
- From the:
From the: School of Rehabilitation Science, Faculty of Health Science, McMaster University, Hamilton, Ontario, Canada, L8S1C7
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2
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Doria AS. Applications of artificial intelligence in clinical management, research and health administration: imaging perspectives with a focus on hemophilia. Expert Rev Hematol 2023:1-15. [PMID: 36939638 DOI: 10.1080/17474086.2023.2192474] [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: 03/21/2023]
Abstract
INTRODUCTION Joints of persons with hemophilia are frequently affected by repetitive hemarthrosis. In this paper concepts, perks and quirks of the use of artificial intelligence (AI), machine learning (ML) and deep learning are reviewed within clinical and research contexts of hemophilia and other blood-induced disorders' patient care, targeted to the imaging diagnosis of hemophilic joints, under the perspective of different stakeholders (radiologists, hematologists, nurses, physiotherapists, technologists, researchers, managers and patients/caregivers). AREAS COVERED Rubrics that determine the suitability of the utilization of AI in blood-induced disorders' patient care, including diagnosis and follow-up of patients are discussed, focusing on features in which AI can replace or augment the role of radiology in the clinical management and in research of patients. Insights on features in the design and conduct of AI projects in which the human intervention remains critical are provided. EXPERT OPINION The author discusses research concepts in radiogenomics, and challenges of the utilization of AI in different healthcare fields such as patient safety, data sharing and privacy regulations, workforce education and future jobs' shortage. Finally, the author proposes alternatives and potential solutions to mitigate challenges in successfully deploying ML algorithms into clinical practice.
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Affiliation(s)
- Andrea S Doria
- Department of Diagnostic Imaging, Research Institute, The Hospital for Sick Children, Toronto, ON, Canada.,Research Institute, The Hospital for Sick Children, Toronto, ON, Canada.,Department of Medical Imaging, University of Toronto, Toronto, ON, Canada
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3
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Ignas DM, Doria AS, von Drygalski A, Blanchette VS, Chang EY, Dover S, Fischer K, Gibikote S, Keshava SN, Querol F, Abad A, Babyn P. Use of ultrasound for assessment of musculoskeletal disease in persons with haemophilia: Results of an International Prophylaxis Study Group global survey. Haemophilia 2020; 26:685-693. [PMID: 32441402 DOI: 10.1111/hae.14006] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2020] [Accepted: 03/30/2020] [Indexed: 12/18/2022]
Abstract
AIM The objective of this survey was to understand the global trends of imaging assessments in persons with haemophilia, focusing on point-of-care ultrasound (POCUS). Insights into the barriers impeding its widespread proliferation as a frontline imaging modality were obtained. METHODS The survey opened in September of 2017 and closed in May of 2018. Haemophilia Treatment Centres (HTCs) treating both paediatric/adult patients were the population of interest. A REDCap survey of 25 questions was disseminated to 232 clinical staff in 26 countries. RESULTS The majority of respondents (88.3%, 91/103) reported that POCUS is most useful to confirm or rule out a presumed acute joint bleed. European HTCs reported the highest routine use of POCUS at 59.5% (22/37) followed by HTCs in the "Other" countries of the world at 46.7% (7/15) and North American HTCs at 43.9% (25/57). At the time of the survey, physiotherapists were identified as the clinical staff who perform POCUS 52.8% (28/53) of the time, in contrast with nurses/nurse practitioners who represent only 5.7% (3/53) of users. The greatest perceived barriers to the implementation of POCUS are the lack of trained healthcare professionals who can perform POCUS at 69.2% (74/107) and the overall time commitment required at 68.2% (73/107). CONCLUSION Despite POCUS being used in 49.5% (54/109) of sampled HTCs, it is still utilized almost 30% less globally than full diagnostic ultrasound. A list of barriers has been identified to inform HTCs which challenges they will likely need to overcome should they choose to incorporate this imaging modality into their practice.
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Affiliation(s)
- Danial M Ignas
- Child Health Evaluative Sciences Program, The Hospital for Sick Children Research Institute, Toronto, ON, Canada
| | - Andrea S Doria
- Department of Medical Imaging, The Hospital for Sick Children, University of Toronto, Toronto, ON, Canada
| | - Annette von Drygalski
- Hemophilia and Thrombosis Treatment Center, Department of Medicine, Division of Hematology/Oncology, University of California, San Diego, CA, USA
| | - Victor S Blanchette
- Child Health Evaluative Sciences Program, The Hospital for Sick Children Research Institute, Toronto, ON, Canada.,Department of Pediatrics, Division of Hematology/Oncology, The Hospital for Sick Children, University of Toronto, Toronto, ON, Canada
| | - Eric Y Chang
- Radiology Service, VA San Diego Healthcare System, University of California, San Diego, San Diego, CA, USA
| | - Saunya Dover
- Child Health Evaluative Sciences Program, The Hospital for Sick Children Research Institute, Toronto, ON, Canada
| | - Kathelijn Fischer
- Van Creveldkliniek, University Medical Center, Utrecht, The Netherlands
| | - Sridhar Gibikote
- Department of Radiology, Christian Medical College, Vellore, India
| | | | - Felipe Querol
- Haemostasis and Thrombosis Unit, Hospital LA FE, Universidad de Valencia, Valencia, Spain
| | - Audrey Abad
- Child Health Evaluative Sciences Program, The Hospital for Sick Children Research Institute, Toronto, ON, Canada
| | - Paul Babyn
- Department of Medical Imaging, University of Saskatchewan and Saskatchewan Health Authority Saskatoon City Hospital, Saskatoon, SK, Canada
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Bakeer N, Shapiro AD. Merging into the mainstream: the evolution of the role of point-of-care musculoskeletal ultrasound in hemophilia. F1000Res 2019; 8. [PMID: 31431824 PMCID: PMC6619375 DOI: 10.12688/f1000research.16039.1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/04/2019] [Indexed: 01/19/2023] Open
Abstract
Bleeding with resultant hemophilic arthropathy constitutes the largest cause of morbidity in patients with hemophilia. It results from repeated bleeding episodes in the joint and is characterized by synovial hypertrophy and cartilage and bony destruction. Hemophilic arthropathy assessment is a continually evolving process and is particularly challenging in children and young adults in whom joint disease may be missed or underestimated as obtaining serial "baseline" magnetic resonance imaging scans of multiple clinically asymptomatic or nearly asymptomatic joints may be unjustifiable and cost-ineffective. Musculoskeletal ultrasound-particularly, point-of-care musculoskeletal ultrasound-has emerged as a promising imaging modality for the early detection and management of hemophilic arthropathy, and for the evaluation of hemarthrosis and painful musculoskeletal episodes in patients with hemophilia. This review summarizes currently available data on the emerging role of this new imaging modality, its limitations, and gaps in knowledge. The review also raises unanswered questions, highlights the need for consolidated research efforts, and delineates future directions expected to advance this technology and optimize its use in this patient population.
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Affiliation(s)
- Nihal Bakeer
- Indiana Hemophilia and Thrombosis Center, 8326 Naab Road, Indianapolis, IN, 46260, USA
| | - Amy D Shapiro
- Indiana Hemophilia and Thrombosis Center, 8326 Naab Road, Indianapolis, IN, 46260, USA
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5
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Volland LM, Zhou JY, Barnes RFW, Kruse-Jarres R, Steiner B, Quon DV, Bailey C, Hughes TH, Moore RE, Chang EY, von Drygalski A. Development and Reliability of the Joint Tissue Activity and Damage Examination for Quantitation of Structural Abnormalities by Musculoskeletal Ultrasound in Hemophilic Joints. JOURNAL OF ULTRASOUND IN MEDICINE : OFFICIAL JOURNAL OF THE AMERICAN INSTITUTE OF ULTRASOUND IN MEDICINE 2019; 38:1569-1581. [PMID: 30371941 DOI: 10.1002/jum.14846] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/25/2018] [Accepted: 09/24/2018] [Indexed: 06/08/2023]
Abstract
OBJECTIVES Musculoskeletal ultrasound (US) is used increasingly to examine hemophilic arthropathy. However, quantitative algorithms to document findings are lacking. We developed and sought to validate a protocol quantifying hemophilic joint abnormalities. METHODS Thirty-one patients with hemophilia were examined serially for 2 years with musculoskeletal US (≈600 joint examinations and ≈6000 images). Based on the spectrum of pathologies, a quantitative algorithm, named Joint Tissue Activity and Damage Examination (JADE), was developed for soft tissue and osteochondral measurements, including power Doppler, using nominal group techniques. To study intra- and inter-rater reliability, 8 musculoskeletal US-experienced hemophilia providers performed anatomic landmark recognition and tissue measurements on 86 images with arthropathic changes, with repetition 1 month later. Twenty-three musculoskeletal US-inexperienced providers performed similar assessments. Inter-operator reliability was established by 6 musculoskeletal US-experienced hemophilia providers, each acquiring images and JADE assessments of 3 hemophilic arthropathic joints. A radiologist and musculoskeletal sonographer functioned as adjudicators. The statistical analysis was performed with the intraclass correlation coefficient (ICC), Fleiss κ, and Cohen κ where appropriate. RESULTS The musculoskeletal US-experienced providers showed excellent intra-and inter-rater reliability for tissue measurements (ICCs, 0.94-0.96). Agreement was good to excellent for landmark recognition (Fleiss κ, 0.87-0.94). Inter-operator reliability was excellent for measurements and landmark recognition (ICC, 0.90; Fleiss κ, 1.0). Agreement with adjudicators was mostly good to excellent. Musculoskeletal US-inexperienced providers showed excellent inter-rater reliability for measurements (ICC, 0.96) and moderate agreement for landmark recognition (Fleiss κ, 0.58). CONCLUSIONS The JADE protocol appears feasible for quantifying hemophilic intra-articular abnormalities. Musculoskeletal US-trained hemophilia providers showed high intra-rater, inter-rater, and inter-operator reliability, supporting JADE as a protocol for clinical management and research.
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Affiliation(s)
- Lena M Volland
- Department of Medicine, Division of Hematology/Oncology, University of California, San Diego, California, USA
| | - Jenny Y Zhou
- Department of Medicine, Division of Hematology/Oncology, University of California, San Diego, California, USA
| | - Richard F W Barnes
- Department of Medicine, Division of Hematology/Oncology, University of California, San Diego, California, USA
| | - Rebecca Kruse-Jarres
- Washington Center for Bleeding Disorders at Bloodworks Northwest, Seattle, Washington, USA
| | - Bruno Steiner
- Washington Center for Bleeding Disorders at Bloodworks Northwest, Seattle, Washington, USA
| | - Doris V Quon
- Orthopedic Hemophilia Treatment Center, Orthopedic Institute for Children, Los Angeles, California, USA
| | - Cindy Bailey
- Orthopedic Hemophilia Treatment Center, Orthopedic Institute for Children, Los Angeles, California, USA
| | - Tudor H Hughes
- Department of Radiology, University of California, San Diego, California, USA
| | - Randy E Moore
- General Musculoskeletal Imaging, Inc, Cincinnati, Ohio, USA
| | - Eric Y Chang
- Radiology Service, VA San Diego Healthcare System, San Diego, California, USA
| | - Annette von Drygalski
- Department of Medicine, Division of Hematology/Oncology, University of California, San Diego, California, USA
- Department of Molecular Medicine, Scripps Research Institute, La Jolla, California, USA
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6
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Whittaker JL, Ellis R, Hodges PW, OSullivan C, Hides J, Fernandez-Carnero S, Arias-Buria JL, Teyhen DS, Stokes MJ. Imaging with ultrasound in physical therapy: What is the PT's scope of practice? A competency-based educational model and training recommendations. Br J Sports Med 2019; 53:1447-1453. [PMID: 31023858 PMCID: PMC6900235 DOI: 10.1136/bjsports-2018-100193] [Citation(s) in RCA: 60] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/25/2019] [Indexed: 11/14/2022]
Abstract
Physical therapists employ ultrasound (US) imaging technology for a broad range of clinical and research purposes. Despite this, few physical therapy regulatory bodies guide the use of US imaging, and there are limited continuing education opportunities for physical therapists to become proficient in using US within their professional scope of practice. Here, we (i) outline the current status of US use by physical therapists; (ii) define and describe four broad categories of physical therapy US applications (ie, rehabilitation, diagnostic, intervention and research US); (iii) discuss how US use relates to the scope of high value physical therapy practice and (iv) propose a broad framework for a competency-based education model for training physical therapists in US. This paper only discusses US imaging—not ‘therapeutic’ US. Thus, ‘imaging’ is implicit anywhere the term ‘ultrasound’ is used.
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Affiliation(s)
- Jackie L Whittaker
- Department of Physical Therapy, Faculty of Rehabilitation Medicine, University of Alberta, Edmonton, Alberta, Canada
| | - Richard Ellis
- Health and Rehabilitation Research Institute, School of Clinical Sciences, Auckland University of Technology, Auckland, New Zealand
| | - Paul William Hodges
- School of Health and Rehabilitation Sciences, The University of Queensland, Brisbane, Queensland, Australia
| | - Cliona OSullivan
- Department of Physiotherapy and Performance Science, University College Dublin, Dublin, Ireland
| | - Julie Hides
- School of Allied Health Sciences, Griffith University, Brisbane, Queensland, Australia
| | | | | | - Deydre S Teyhen
- Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
| | - Maria J Stokes
- School of Health Professions and Rehabilitation Sciences, University of Southampton, Southampton, UK
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7
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De la Corte-Rodriguez H, Rodriguez-Merchan EC, Jimenez-Yuste V. Point-of-care Ultrasonography in Orthopedic Management of Hemophilia: Multiple Uses of an Effective Tool. HSS J 2018; 14:307-313. [PMID: 30258338 PMCID: PMC6148577 DOI: 10.1007/s11420-018-9604-x] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2017] [Accepted: 01/25/2018] [Indexed: 02/07/2023]
Abstract
Even in our current era of hemophilia prophylaxis, articular complications can arise and there is a growing need for strategies in the prevention, diagnosis, and treatment of hemophilic arthropathy, a significant contributor to disability in patients with hemophilia. One useful tool, point-of-care ultrasonography (POC-US), offers diverse diagnostic and therapeutic possibilities. This article reviews the literature on the uses of POC-US in hemophilia, including early diagnosis of joint damage, differential diagnosis of articular pain, follow-up of joint injury, and guidance for both arthrocentesis and intra-articular injection. Studies show that for patients with hemophilia, POC-US enhances diagnostic accuracy and targeted treatments. Further research is required into the most efficient use of POC-US and the training needed to develop clinicians' skills. The attributes of POC-US should be understood more fully to enable its widespread application.
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Affiliation(s)
| | - E. Carlos Rodriguez-Merchan
- Department of Orthopaedic Surgery, La Paz University Hospital–IdiPaz, Paseo de la Castellana 261, 28046 Madrid, Spain
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8
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Stoffman J, Andersson NG, Branchford B, Batt K, D'Oiron R, Escuriola Ettingshausen C, Hart DP, Jiménez Yuste V, Kavakli K, Mancuso ME, Nogami K, Ramírez C, Wu R. Common themes and challenges in hemophilia care: a multinational perspective. ACTA ACUST UNITED AC 2018; 24:39-48. [PMID: 30073913 DOI: 10.1080/10245332.2018.1505225] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
OBJECTIVE To identify ways that provision of hemophilia care can be maximized at the local level, irrespective of available resources or cultural or geographic challenges. METHODS The SHIELD group used its multinational experience to share examples of local initiatives that have been employed to deliver optimal hemophilia care. RESULTS The examples were reviewed and categorized into four key themes: guidelines and algorithms for delivery of care; collaboration with patients and allied groups for care and education; registries for the monitoring of treatment and outcomes and health care planning and delivery; and opportunities for personalization of care. These themes were then incorporated into a road map for collaborative care in hemophilia that reflected the contribution of best practice. DISCUSSION Differing healthcare reimbursement systems, budgetary constraints, and geographical and cultural factors make it difficult for any country to fully deliver ideal care for people with hemophilia. The SHIELD approach for collaborative care provides illustrative examples of how four key themes can be used to optimize hemophilia care in any setting. ABBREVIATIONS AHCDC: Association of Hemophilia Clinic Directors of Canada; AICE: Italian Association of Hemophilia Centres; ATHN: American Thrombosis and Hemostasis Network; EAHAD: European Association for Haemophilia and Allied Disorders; EHC: European Hemophilia Consortium; FIX: Coagulation Factor IX; FVIII: Coagulation Factor VIII; HAL: Haemophilia Activity List; HJHS: Haemophilia Joint Health Score; HTC: Hemophilia Treatment Centre; HTCCNC: Hemophilia Treatment Centre Collaborative Network of China; MASAC: Medical and Scientific Advisory Council; MDT: Multidisciplinary team; NHD: National Haemophilia Database; NHF: National Hemophilia Foundation; PK: Pharmacokinetics; POCUS: Point of care ultrasound; PWH: People with haemophilia; SHIELD: Supporting Hemophilia through International Education, Learning and Development; WFH: World Federation of Hemophilia.
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Affiliation(s)
- J Stoffman
- a Department of Pediatrics and Child Health , University of Manitoba , Winnipeg , Canada
| | - N G Andersson
- b Department for Thrombosis and Haemostasis Hematology , Skåne University Hospital , Scania , Sweden
| | - B Branchford
- c School of Medicine Research Complex 1 , University of Colorado , Aurora , CO , USA
| | - K Batt
- d Wake Forest Baptist University Medical Center, 1 Medical Center Blvd , Winston-Salem , NC , USA
| | - R D'Oiron
- e Centre de Traitement de l'Hémophilie et Maladies Hémorragiques Constitutionnelles Rares , Hôpitaux Universitaires Paris Sud - Hôpital Bicêtre , Le Kremlin-Bicêtre Cedex , France
| | | | - D P Hart
- g The Royal London Hospital Haemophilia Centre , Barts and The London School of Medicine & Dentistry , London , UK
| | - V Jiménez Yuste
- h Hospital Universitario La Paz - Hematology , Madrid , Spain
| | - K Kavakli
- i Department of Hematology , Ege University Children's Hospital , Izmir , Turkey
| | - M E Mancuso
- j Angelo Bianchi Bonomi Haemophilia and Thrombosis Centre , University of Milan, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico and University of Milan , Milan , Italy
| | - K Nogami
- k Department Pediatrics , Nara Medical University , Kashihara, Nara , Japan
| | - C Ramírez
- l Clinica Colsanitas , Fundación Universitaria Sanitas , Bogota , Colombia
| | - R Wu
- m Hemophilia Work Group, Hematology-Oncology Center , Beijing Children's Hospital affiliated to Capital Medical University , Beijing , People's Republic of China
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Strike K, Uy M, Lawson W, Squire S, Iorio A, Stein N, Jackson S, Chan A. Point-of-care ultrasonography in haemophilia care: Training and competency for muscular haematomas. Haemophilia 2018. [PMID: 29537118 DOI: 10.1111/hae.13417] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Affiliation(s)
- K Strike
- Hamilton Niagara Regional Hemophilia Program, Hamilton Health Sciences, Hamilton, ON, Canada
| | - M Uy
- Institute of Applied Health Sciences, McMaster University/Mohawk College, Hamilton, ON, Canada
| | - W Lawson
- Department of Allied Health, Mohawk College, Hamilton, ON, Canada
| | - S Squire
- Hemophilia Program - Adult Division, St. Paul's Hospital, Vancouver, BC, Canada
| | - A Iorio
- Clinical Epidemiology and Biostatistics, McMaster University, Hamilton, ON, Canada
| | - N Stein
- Pediatric Radiology, McMaster Children's Hospital, Hamilton, ON, Canada
| | - S Jackson
- Hemophilia Program - Adult Division, St. Paul's Hospital, Vancouver, BC, Canada
| | - A Chan
- Department of Pediatrics, McMaster University, Hamilton, ON, Canada
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