Deep learning-based muscle segmentation and quantification of full-leg plain radiograph for sarcopenia screening in patients undergoing total knee arthroplasty

HIGHLIGHTS

• who: Doohyun Hwang et al. from the Department of Orthopedic Surgery, National University College of Medicine, have published the paper: Deep Learning-Based Muscle Segmentation and Quantification of Full-Leg Plain Radiograph for Sarcopenia Screening in Patients Undergoing Total Knee Arthroplasty, in the Journal: (JOURNAL)
• what: The authors propose a novel method of screening for sarcopenia in patients undergoing orthopaedic surgery involving the lower extremities in the preoperative setting. The aim of this study was to present a deep-learning-based muscle segmentation and quantification model using full-leg plain radiographs and illustrate its potential . . .
  

   

  

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