Artificial Intelligence Based Patient-Specific Preoperative Planning Algorithm for Total Knee Arthroplasty

Previous studies have shown that the manufacturer’s default preoperative plans for total knee arthroplasty with patient-specific guides require frequent, time-consuming changes by the surgeon. Currently, no research has been done on predicting preoperative plans for orthopedic surgery using machine...

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Detalhes bibliográficos
Main Authors: Adriaan Lambrechts, Roel Wirix-Speetjens, Frederik Maes, Sabine Van Huffel
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2022-03-01
Colecção:Frontiers in Robotics and AI
Assuntos:
total knee arthroplasty
patient-specific
preoperative planning
machine learning
orthopedic surgery
support vector machine
Acesso em linha:https://www.frontiersin.org/articles/10.3389/frobt.2022.840282/full
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