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Learning of A CAOS Enhanced Mechanical Instrument System for Total Knee Arthroplasty: A CUSUM Analysis
Author(s) -
Yifei Dai,
James I. Huddleston,
Matt Rueff,
Laurent Angibaud,
Derek Amanatullah
Publication year - 2018
Publication title -
epic series in health sciences
Language(s) - English
Resource type - Conference proceedings
ISSN - 2398-5305
DOI - 10.29007/k12h
Subject(s) - cusum , chart , learning curve , total knee arthroplasty , duration (music) , learning effect , computer science , medicine , simulation , surgery , operations management , engineering , statistics , mathematics , operating system , art , literature , economics , microeconomics
This study employed an advanced method (Cumulative sum control chart, CUSUM) to analyze the learning curve regarding surgical efficiency (time) in four surgeons from different experience levels upon their adoption of a mechanical instrument enhanced by computer-assisted orthopaedic surgery (CAOS). The first six CAOS-TKA cases of each surgeon were analyzed to identify the case number when their learning process was stabilized (cases to proficiency). The surgical time increase during the learning phase were compared between senior and fellow surgeons. The data demonstrated a short learning duration (2-3 cases) both senior and fellow surgeons and a mild impact from learning compared to cases performed using conventional instrument system.

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