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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
  • knee osteoarthritis
  • skeletal muscle
  • patients undergoing
  • fatty acid
  • cancer therapy
  • drug delivery