Artificial intelligence-based analysis of lower limb muscle mass and fatty degeneration in patients with knee osteoarthritis and its correlation with Knee Society Score
Fatty degeneration, rather than muscle mass, in the lower-limb muscles was significantly associated with functional activities score of the KSS in patients with end-stage KOA. Notably, the gluteus medius and minimus and the anterior and lateral compartments of the lower leg are important muscles associated with functional activities.
Authors
- Kazunori Hino (ORCID: https://orcid.org/0000-0003-3601-639X)
- Mazen Soufi (ORCID: https://orcid.org/0000-0003-0819-966X)
- Tomofumi Kinoshita (ORCID: https://orcid.org/0000-0001-6469-4652)
- Masaki Takao (ORCID: https://orcid.org/0000-0002-5626-9477)
- Yoshito Otake (ORCID: https://orcid.org/0000-0003-1291-9316)
- Keisuke Uemura (ORCID: https://orcid.org/0000-0002-9245-1743)
- Yasuhito Tanaka (ORCID: https://orcid.org/0000-0002-2300-611X)
- Yoshinobu Sato (ORCID: https://orcid.org/0000-0001-6199-3681)
- Tatsuhiko Kutsuna (ORCID: https://orcid.org/0000-0002-1004-6315)
- Takuma Miyamoto (ORCID: https://orcid.org/0000-0002-8504-2706)
- Kohei Kono
- Yuto Masaki
Institutions
- Ehime University (JP)
- Nara Medical University (JP)
- Nara Institute of Science and Technology (JP)
- The University of Osaka (JP)
Publication Details
- Journal
- International Journal of Computer Assisted Radiology and Surgery
- Published
- 2024-11-03
- DOI
- https://doi.org/10.1007/s11548-024-03284-y
- Citations
- 7
- Primary Topic
- Total Knee Arthroplasty Outcomes
- Type
- article
- Field-Weighted Citation Impact
- 4.01
Funders
- Japan Agency for Medical Research and Development
- Japan Society for the Promotion of Science