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Skov RAC, Lawaetz J, Strøm M, Van Herzeele I, Konge L, Resch TA, Eiberg JP. Machine learning enhances assessment of proficiency in endovascular aortic repair simulations. Curr Probl Surg 2024; 61:101576. [PMID: 39266132 DOI: 10.1016/j.cpsurg.2024.101576] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Revised: 02/09/2024] [Accepted: 07/23/2024] [Indexed: 09/14/2024]
Affiliation(s)
- Rebecca Andrea Conradsen Skov
- Department of Vascular Surgery, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark; Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Denmark; Copenhagen Academy for Medical Education and Simulation (CAMES), Denmark.
| | - Jonathan Lawaetz
- Department of Vascular Surgery, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark; Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Denmark; Copenhagen Academy for Medical Education and Simulation (CAMES), Denmark
| | - Michael Strøm
- Department of Vascular Surgery, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark; Copenhagen Academy for Medical Education and Simulation (CAMES), Denmark
| | - Isabelle Van Herzeele
- Department of Thoracic and Vascular Surgery, Ghent University Hospital, Ghent, Belgium
| | - Lars Konge
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Denmark; Copenhagen Academy for Medical Education and Simulation (CAMES), Denmark
| | - Timothy Andrew Resch
- Department of Vascular Surgery, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark; Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Denmark
| | - Jonas Peter Eiberg
- Department of Vascular Surgery, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark; Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Denmark; Copenhagen Academy for Medical Education and Simulation (CAMES), Denmark
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Vilmann AS, Svendsen MBS, Lachenmeier C, Søndergaard B, Vilmann P, Park YS, Svendsen LB, Konge L. Colonoscope retraction technique and predicting adenoma detection rate: a multicenter study. Gastrointest Endosc 2022; 95:1002-1010. [PMID: 34979117 DOI: 10.1016/j.gie.2021.12.026] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/24/2021] [Accepted: 12/17/2021] [Indexed: 02/08/2023]
Abstract
BACKGROUND AND AIMS The success of preventing colorectal cancer relies on the expertise of the colonoscopists. Studies suggest that the retraction technique is a powerful indicator of expertise in distinguishing endoscopists with various adenoma detection rates (ADRs). We aimed to develop a retraction technique score and explore the correlation between endoscopists' retraction technique and their ADRs. METHODS In a prospective, multicenter study, 8 colonoscopist nurses and physicians with various ADRs were included. Data from patients admitted for a colonoscopy, as part of the Danish nationwide screening program, were gathered directly from the Olympus ScopeGuide system (UPD-3; Olympus Optical, Tokyo, Japan) providing XYZ-coordinates from the coils along the length of the colonoscope. Motor skill measures were developed based on tip retraction, retraction efficiency, and retraction distance. The principal component analysis was used to study the association among the 3 measures and the historical ADR to create a combined score, the colonoscopy retraction score (CoRS). RESULTS Three hundred thirty-three recordings were analyzed. We demonstrated a significant and strong correlation between CoRS and ADR (.90, P < .01). Conversely, withdrawal time did not correlate significantly with ADR (.33, P = .42). In procedures without polypectomies or biopsy sampling, a significant and strong correlation was found between CoRS and ADR (.88, P < .01) and between withdrawal time and ADR (.75, P = .03). CONCLUSIONS This study presents a novel, real-time computerized and unbiased assessment tool for colonoscopy withdrawal. CoRS strongly correlated with ADR with and without therapeutic interventions during withdrawal and could be used to ensure quality instead of minimal withdrawal time. (Clinical trial registration number: NCT03587935.).
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Affiliation(s)
- Andreas Slot Vilmann
- Copenhagen Academy for Medical Education and Simulation (CAMES), Rigshospitalet, Copenhagen, Denmark
| | | | - Christian Lachenmeier
- Copenhagen Academy for Medical Education and Simulation (CAMES), Rigshospitalet, Copenhagen, Denmark
| | - Bo Søndergaard
- Gastrounit-Medical Section, Hvidovre University Hospital, Hvidovre, Denmark
| | - Peter Vilmann
- GastroUnit, Department of Surgery, Hospital Herlev, Herlev, Denmark
| | - Yoon Soo Park
- Harvard Medical School, Department of Medical Education, Massachusetts Hospital, Boston, Massachusetts, USA
| | - Lars Bo Svendsen
- Copenhagen Academy for Medical Education and Simulation (CAMES), Rigshospitalet, Copenhagen, Denmark; Department of Surgical Gastroenterology C-Tx, Rigshospitalet, Copenhagen, Denmark
| | - Lars Konge
- Copenhagen Academy for Medical Education and Simulation (CAMES), Rigshospitalet, Copenhagen, Denmark
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Vilmann AS, Lachenmeier C, Svendsen MBS, Soendergaard B, Park YS, Svendsen LB, Konge L. Expertise in colonoscopy intubation does not predict diagnostic accuracy: a simulation-based study. Endosc Int Open 2022; 10:E30-E36. [PMID: 35047332 PMCID: PMC8759934 DOI: 10.1055/a-1618-5525] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/29/2020] [Accepted: 06/22/2021] [Indexed: 12/04/2022] Open
Abstract
Background and study aims Studies have linked cecal intubation rate with adenoma detection rate; however, the direct association between technical performance during colonoscopy intubation and withdrawal has never been explored. Thus, it remains unclear whether gentle and efficient intubation predicts superior mucosal inspection. The aim of this study was to investigate the correlation between performance during intubation and withdrawal in a simulation-based setup. Methods Twenty-four physicians with various experience in colonoscopy performed twice on the Endoscopy Training System (ETS). Intubation skills were evaluated by assessing tasks on the ETS related to intubation (scope manipulation and loop management) and use of a computerized assessment tool called the 3D-Colonoscopy Progression Score (3D-CoPS). Diagnostic accuracy was defined by the number of polyps found during the ETS task of mucosal inspection. Pearson's correlations were calculated to explore associations between intubation skill and diagnostic accuracy. Results The correlation analysis between 3D-CoPS and number of polyps found during mucosal inspection revealed a weak and insignificant correlation (0.157, P = 0.3). Likewise, an insignificant correlation was seen between ETS intubation and number of polyps found (0.149, P = 0.32). Conclusions We found no evidence to support that technical performance during intubation is correlated with mucosal inspection performance in a simulation-based setting.
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Affiliation(s)
| | | | | | - Bo Soendergaard
- Rigshospitalet – CAMES, Copenhagen, Denmark,University Hospital Hvidovre, Department of Gastroenterology and Gastrointestinal Surgery, Copenhagen, Denmark
| | - Yoon S. Park
- Harvard Medical School, Department of Medical Education Massachusetts Hospital, USA
| | - Lars Bo Svendsen
- Rigshospitalet – CAMES, Copenhagen, Denmark,Rigshospitalet – Surgical Gastroenterology, Copenhagen, Denmark
| | - Lars Konge
- Rigshospitalet – CAMES, Copenhagen, Denmark,University of Copenhagen and the Capital Region of Denmark – Centre for Clinical Education, Copenhagen, Denmark
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Khan R, Zheng E, Wani SB, Scaffidi MA, Jeyalingam T, Gimpaya N, Anderson JT, Grover SC, McCreath G, Walsh CM. Colonoscopy competence assessment tools: a systematic review of validity evidence. Endoscopy 2021; 53:1235-1245. [PMID: 33440438 DOI: 10.1055/a-1352-7293] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
BACKGROUND Assessment tools are essential for endoscopy training, being required to support feedback provision, optimize learner capabilities, and document competence. We aimed to evaluate the strength of validity evidence that supports the available colonoscopy direct observation assessment tools using the unified framework of validity. METHODS We systematically searched five databases for studies investigating colonoscopy direct observation assessment tools from inception until 8 April 2020. We extracted data outlining validity evidence (content, response process, internal structure, relations to other variables, and consequences) from the five sources and graded the degree of evidence, with a maximum score of 15. We assessed educational utility using an Accreditation Council for Graduate Medical Education framework and methodological quality using the Medical Education Research Quality Instrument (MERSQI). RESULTS From 10 841 records, we identified 27 studies representing 13 assessment tools (10 adult, 2 pediatric, 1 both). All tools assessed technical skills, while 10 each assessed cognitive and integrative skills. Validity evidence scores ranged from 1-15. The Assessment of Competency in Endoscopy (ACE) tool, the Direct Observation of Procedural Skills (DOPS) tool, and the Gastrointestinal Endoscopy Competency Assessment Tool (GiECAT) had the strongest validity evidence, with scores of 13, 15, and 14, respectively. Most tools were easy to use and interpret, and required minimal resources. MERSQI scores ranged from 9.5-11.5 (maximum score 14.5). CONCLUSIONS The ACE, DOPS, and GiECAT have strong validity evidence compared with other assessments. Future studies should identify barriers to widespread implementation and report on the use of these tools in credentialing examinations.
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Affiliation(s)
- Rishad Khan
- Department of Medicine, Faculty of Medicine, University of Toronto, Toronto, Canada
| | - Eric Zheng
- Department of Medicine, Faculty of Medicine, University of Toronto, Toronto, Canada
| | - Sachin B Wani
- Division of Gastroenterology and Hepatology, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Michael A Scaffidi
- Faculty of Medicine, Queen's University, Kingston, Canada.,Division of Gastroenterology, St. Michael's Hospital, Toronto, Canada
| | - Thurarshen Jeyalingam
- Department of Medicine, Faculty of Medicine, University of Toronto, Toronto, Canada.,The Wilson Centre, University of Toronto, Toronto, Canada
| | - Nikko Gimpaya
- Division of Gastroenterology, St. Michael's Hospital, Toronto, Canada
| | - John T Anderson
- Joint Advisory Group on Gastrointestinal Endoscopy, Royal College of Physicians, London, UK.,Department of Gastroenterology, Gloucestershire Hospitals NHS Foundation Trust, Gloucestershire, UK
| | - Samir C Grover
- Department of Medicine, Faculty of Medicine, University of Toronto, Toronto, Canada.,Division of Gastroenterology, St. Michael's Hospital, Toronto, Canada.,Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, Canada
| | - Graham McCreath
- SickKids Research and Lerning Institutes, The Hospital for Sick Children, Toronto, Canada
| | - Catharine M Walsh
- The Wilson Centre, University of Toronto, Toronto, Canada.,SickKids Research and Lerning Institutes, The Hospital for Sick Children, Toronto, Canada.,Division of Gastroenterology, Hepatology, and Nutrition, The Hospital for Sick Children, Toronto, Canada.,Department of Paediatrics, Faculty of Medicine, University of Toronto, Toronto, Canada
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Cold KM, Svendsen MBS, Bodtger U, Nayahangan LJ, Clementsen PF, Konge L. Automatic and Objective Assessment of Motor Skills Performance in Flexible Bronchoscopy. Respiration 2021; 100:347-355. [PMID: 33550311 DOI: 10.1159/000513433] [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: 09/14/2020] [Accepted: 11/25/2020] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Motor skills have been identified as a useful measure to evaluate competency in bronchoscopy. However, no automatic assessment system of motor skills with a clear pass/fail criterion in flexible bronchoscopy exists. OBJECTIVES The objective of the study was to develop an objective and automatic measure of motor skills in bronchoscopy and set a pass/fail criterion. METHODS Participants conducted 3 bronchoscopies each in a simulated setting. They were equipped with a Myo Armband that measured lower arm movements through an inertial measurement unit, and hand and finger motions through electromyography sensors. These measures were composed into an objective and automatic composite score of motor skills, the motor bronchoscopy skills score (MoBSS). RESULTS Twelve novices, eleven intermediates, and ten expert bronchoscopy operators participated, resulting in 99 procedures available for assessment. MoBSS was correlated with a higher diagnostic completeness (Pearson's correlation, r = 0.43, p < 0.001) and a lower procedure time (Pearson's correlation, r = -0.90, p < 0.001). MoBSS was able to differentiate operator performance based on the experience level (one-way ANOVA, p < 0.001). Using the contrasting groups' method, a passing score of -0.08 MoBSS was defined that failed 30/36 (83%) novice, 5/33 (15%) intermediate, and 1/30 (3%) expert procedures. CONCLUSIONS MoBSS can be used as an automatic and unbiased assessment tool for motor skills performance in flexible bronchoscopy. MoBSS has the potential to generate automatic feedback to help guide trainees toward expert performance.
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Affiliation(s)
- Kristoffer Mazanti Cold
- Copenhagen Academy for Medical Education and Simulation (CAMES), Rigshospitalet, University of Copenhagen and the Capital Region of Denmark, Copenhagen, Denmark,
| | - Morten Bo Søndergaard Svendsen
- Copenhagen Academy for Medical Education and Simulation (CAMES), Rigshospitalet, University of Copenhagen and the Capital Region of Denmark, Copenhagen, Denmark
| | - Uffe Bodtger
- Department of Respiratory Medicine, Naestved Hospital, Naestved, Denmark.,Department of Internal Medicine, Unit of Respiratory Medicine, Zealand University Hospital, Roskilde, Denmark.,Institute for Regional Health Research, University of Southern Denmark, Odense, Denmark
| | - Leizl Joy Nayahangan
- Copenhagen Academy for Medical Education and Simulation (CAMES), Rigshospitalet, University of Copenhagen and the Capital Region of Denmark, Copenhagen, Denmark
| | - Paul Frost Clementsen
- Copenhagen Academy for Medical Education and Simulation (CAMES), Rigshospitalet, University of Copenhagen and the Capital Region of Denmark, Copenhagen, Denmark.,Department of Internal Medicine, Unit of Respiratory Medicine, Zealand University Hospital, Roskilde, Denmark.,Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Lars Konge
- Copenhagen Academy for Medical Education and Simulation (CAMES), Rigshospitalet, University of Copenhagen and the Capital Region of Denmark, Copenhagen, Denmark
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Jacobsen MF, Konge L, Bach-Holm D, la Cour M, Holm L, Hφjgaard-Olsen K, Kjærbo H, Saleh G, Thomsen AS. Correlation of virtual reality performance with real-life cataract surgery performance. J Cataract Refract Surg 2019; 45:1246-1251. [DOI: 10.1016/j.jcrs.2019.04.007] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2019] [Revised: 03/15/2019] [Accepted: 04/05/2019] [Indexed: 11/26/2022]
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Bjerrum F, Thomsen ASS, Nayahangan LJ, Konge L. Surgical simulation: Current practices and future perspectives for technical skills training. MEDICAL TEACHER 2018; 40:668-675. [PMID: 29911477 DOI: 10.1080/0142159x.2018.1472754] [Citation(s) in RCA: 63] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Simulation-based training (SBT) has become a standard component of modern surgical education, yet successful implementation of evidence-based training programs remains challenging. In this narrative review, we use Kern's framework for curriculum development to describe where we are now and what lies ahead for SBT within surgery with a focus on technical skills in operative procedures. Despite principles for optimal SBT (proficiency-based, distributed, and deliberate practice) having been identified, massed training with fixed time intervals or a fixed number of repetitions is still being extensively used, and simulators are generally underutilized. SBT should be part of surgical training curricula, including theoretical, technical, and non-technical skills, and be based on relevant needs assessments. Furthermore, training should follow evidence-based theoretical principles for optimal training, and the effect of training needs to be evaluated using relevant outcomes. There is a larger, still unrealized potential of surgical SBT, which may be realized in the near future as simulator technologies evolve, more evidence-based training programs are implemented, and cost-effectiveness and impact on patient safety is clearly demonstrated.
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Affiliation(s)
- Flemming Bjerrum
- a Department of Surgery , Herlev Gentofte Hospital , Herlev , Denmark
- b Copenhagen Academy for Medical Education and Simulation, University of Copenhagen and the Capital Region of Denmark , Copenhagen , Denmark
| | - Ann Sofia Skou Thomsen
- b Copenhagen Academy for Medical Education and Simulation, University of Copenhagen and the Capital Region of Denmark , Copenhagen , Denmark
- c Department of Ophthalmology , Rigshospitalet-Glostrup , Copenhagen , Denmark
| | - Leizl Joy Nayahangan
- b Copenhagen Academy for Medical Education and Simulation, University of Copenhagen and the Capital Region of Denmark , Copenhagen , Denmark
| | - Lars Konge
- b Copenhagen Academy for Medical Education and Simulation, University of Copenhagen and the Capital Region of Denmark , Copenhagen , Denmark
- d Faculty of Health and Medical Sciences , University of Copenhagen , Copenhagen , Denmark
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Preisler L, Svendsen MBS, Svendsen LB, Konge L. Methods for certification in colonoscopy - a systematic review. Scand J Gastroenterol 2018; 53:350-358. [PMID: 29361859 DOI: 10.1080/00365521.2018.1428767] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
INTRODUCTION Reliable, valid, and feasible assessment tools are essential to ensure competence in colonoscopy. This study aims to provide an overview of the existing assessment methods and the validity evidence that supports them. METHODS A systematic search was conducted in October 2016. Pubmed, EMBASE, and PsycINFO were searched for studies evaluating assessment methods to ensure competency in colonoscopy. Outcome variables were described and evidence of validity was explored using a contemporary framework. RESULTS Twenty-five observational studies were included in the systematic review. Most studies were based on small sample sizes. The studies were categorized after outcome measures into five groups: Clinical process related outcome metrics (n = 2), direct observational colonoscopy assessment (n = 8), simulator based metrics (n = 11), automatic computerized metrics (n = 2), and self-assessment (n = 1). Validity score varied among the studies and only five studies presented sufficient evidence to recommend the tool for clinical assessment. CONCLUSIONS The objectives vary throughout the presented tools. Some tools are global tools where others focus on procedural technical skill assessment or even part-task skills. There is a tendency in the most recent studies towards more specific assessment of technical skills. The majority of assessment methods lack sufficient validity evidence.
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Affiliation(s)
- Louise Preisler
- a Department of Surgical Gastroenterology and Transplantation C , Rigshospitalet, University of Copenhagen and the Capital Region of Denmark , Copenhagen , Denmark.,b Copenhagen Academy for Medical Education and Simulation , University of Copenhagen and the Capital Region of Denmark , Copenhagen , Denmark
| | - Morten Bo Søndergaard Svendsen
- b Copenhagen Academy for Medical Education and Simulation , University of Copenhagen and the Capital Region of Denmark , Copenhagen , Denmark
| | - Lars Bo Svendsen
- a Department of Surgical Gastroenterology and Transplantation C , Rigshospitalet, University of Copenhagen and the Capital Region of Denmark , Copenhagen , Denmark
| | - Lars Konge
- b Copenhagen Academy for Medical Education and Simulation , University of Copenhagen and the Capital Region of Denmark , Copenhagen , Denmark
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Holden MS, Wang CN, MacNeil K, Church B, Hookey L, Fichtinger G, Ungi T. Objective assessment of colonoscope manipulation skills in colonoscopy training. Int J Comput Assist Radiol Surg 2017; 13:105-114. [DOI: 10.1007/s11548-017-1676-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2017] [Accepted: 10/13/2017] [Indexed: 11/29/2022]
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