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The aim of this study was to determine the feasibility of ErgoGenius, its accuracy compared with human appraisers, and its ability to detect abnormal posture.<\/jats:p><jats:p>The study was conducted at two large academic centers. The Rapid Entire Body Assessment (REBA) score was used as a surrogate for ergonomic performance and risk of injury. Ten endoscopists of varying gender, height, and weight were recorded performing endoscopic tasks in optimal vs. lowered bed positions. Videos were analyzed by ErgoGenius. A paired t-test was used to compare REBA scores between bed positions.<\/jats:p><jats:p>ErgoGenius was successfully deployed in a controlled endoscopy setting. ErgoGenius achieved perfect internal agreement (rho = 1) and closely correlated with human appraisers (rho = 0.987). Average REBA scores were notably higher in the lowered bed position (mean 4.64) compared with the optimal position (mean 2.55), (P= 0.006).<\/jats:p><jats:p>ErgoGenius was successfully deployed to detect abnormal postures related to changes in bed position and quantify ERI risk. It performed at par with human appraisers. This tool shows promise in enhancing ergonomic practices among gastroenterologists and trainees, potentially leading to better health outcomes and reduced injury.<\/jats:p>","DOI":"10.1055\/a-2568-9610","type":"journal-article","created":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T23:57:02Z","timestamp":1743206222000},"source":"Crossref","is-referenced-by-count":2,"special_numbering":"S","title":["Pilot evaluation of a novel, automated ergonomics assessment tool"],"prefix":"10.1055","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8048-7001","authenticated-orcid":false,"given":"Bara","family":"El Kurdi","sequence":"additional","affiliation":[{"name":"Gastroenterology, Carilion Clinic, Roanoke, United States"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sumbal","family":"Babar","sequence":"additional","affiliation":[{"name":"Infectious Diseases, Carilion Clinic, Roanoke, United States"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ali","family":"Soroush","sequence":"additional","affiliation":[{"name":"Gastroenterology, Mount Sinai School of Medicine, New York, United States"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jay","family":"Bapaye","sequence":"additional","affiliation":[{"name":"Gastroenterology, Carilion Clinic, Roanoke, United States"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Reid D.","family":"Wasserman","sequence":"additional","affiliation":[{"name":"Internal Medicine, Carilion Clinic, Roanoke, United States"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Juan","family":"Echavarria","sequence":"additional","affiliation":[{"name":"Division of Gastroenterology, Hepatology, and Nutrition, The University of Texas Health Science Center at San Antonio, San Antonio, United States"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Omer","family":"Shahab","sequence":"additional","affiliation":[{"name":"Gastroenterology, Virginia Hospital Center Arlington Health System, Arlington, United States"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Cameron","family":"Locke","sequence":"additional","affiliation":[{"name":"Gastroenterology, NYU Langone Health, New York, United States"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jamie","family":"Yang","sequence":"additional","affiliation":[{"name":"Gastroenterology, UCLA, Los Angeles, United States"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Michael","family":"Koachman","sequence":"additional","affiliation":[{"name":"Gastroenterology, University of Pennsylvania Perelman School of Medicine, Philadelphia, United States"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Klaus","family":"M\u00f6nkem\u00fcller","sequence":"additional","affiliation":[{"name":"Gastroenterology, HELIOS Frankenwald Hospital Kronach, Kronach, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Aasma","family":"Shaukat","sequence":"additional","affiliation":[{"name":"Gastroenterology, NYU Langone Health, New York, United States"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"194","published-online":{"date-parts":[[2025,5,12]]},"reference":[{"key":"ref1","doi-asserted-by":"crossref","first-page":"967","DOI":"10.1111\/j.1572-0241.2006.00500.x","article-title":"Endoscopic sedation in the United States: Results from a Nationwide Survey","volume":"101","author":"LB Cohen","year":"2006","journal-title":"Am J Gastroenterol"},{"key":"ref2","doi-asserted-by":"crossref","first-page":"601","DOI":"10.1016\/j.gie.2016.09.033","article-title":"Endoscopist fatigue estimates and colonoscopic adenoma detection in a large community-based setting","volume":"85","author":"A Lee","year":"2017","journal-title":"Gastrointest Endosc"},{"key":"ref3","doi-asserted-by":"publisher","first-page":"530","DOI":"10.14309\/ajg.0000000000001136","article-title":"Are all endoscopy-related musculoskeletal injuries created equal? 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