Machine Learning for Detecting Total Knee Arthroplasty Implant Loosening on Plain Radiographs

(1) Background: The purpose of this study was to investigate whether the loosening of total knee arthroplasty (TKA) implants could be detected accurately on plain radiographs using a deep convolution neural network (CNN). (2) Methods: We analyzed data for 100 patients who underwent revision TKA due...

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Detalhes bibliográficos

Principais autores:	Man-Soo Kim, Ryu-Kyoung Cho, Sung-Cheol Yang, Jae-Hyeong Hur, Yong In
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2023-05-01
coleção:	Bioengineering
Assuntos:	loosening total knee arthroplasty radiograph machine learning convolutional neural network transfer learning
Acesso em linha:	https://www.mdpi.com/2306-5354/10/6/632
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