Artificial intelligence-based volumetric analysis of muscle atrophy and fatty degeneration in patients with hip osteoarthritis and its correlation with health-related quality of life.

Makoto IwasaMasaki TakaoMazen SoufiKeisuke UemuraYoshito OtakeHidetoshi HamadaYoshinobu SatoNobuhiko SuganoSeiji Okada

Published in: International journal of computer assisted radiology and surgery (2022)

We found that fatty degeneration of the hamstrings, iliopsoas, and hip adductor muscles was significantly related to HRQoL in patients with hip osteoarthritis. These findings suggest that these muscles should be targeted during conservative rehabilitation for HOA and perioperative rehabilitation for THA.

Keyphrases

artificial intelligence
total hip arthroplasty
machine learning
big data
rheumatoid arthritis
deep learning
patients undergoing
cardiac surgery
fatty acid
cancer therapy
acute kidney injury