Artificial intelligence-based classification of bone tumors in the proximal femur on plain radiographs: System development and validation.

Chan-Woo ParkSeong Je OhKyung-Su KimMin-Chang JangIl Su KimYoung-Keun LeeMyung Jin ChungBaek Hwan ChoSung Wook Seo

Published in: PloS one (2022)

The AI-based model demonstrated high performance in classifying the presence of bone tumors in the proximal femur on plain radiographs. Our findings suggest that AI-based technology can potentially reduce the misdiagnosis of doctors who are not specialists in musculoskeletal oncology.

Keyphrases

artificial intelligence
bone mineral density
machine learning
deep learning
postmenopausal women
big data
body composition
bone loss
bone regeneration