Jian-Xiong Ma

Wearable IMU-based gait-cycle signal processing with multi-scale attention for preliminary auxiliary identification of osteonecrosis of the femoral head

Osteonecrosis of the femoral head (ONFH) often presents with nonspecific early symptoms, which may lead to missed or delayed diagnosis. Gait abnormality is an important functional manifestation of ONFH, and wearable inertial measurement unit (IMU)-based gait analysis may provide a portable and non-invasive approach for...

[Advances in deep learning multimodal fusion for early diagnosis of knee osteoarthritis].