Exploration of deep learning-driven multimodal information fusion frameworks and their application in lower limb motion recognition. - Changhe Zhang; Zidong Yu; Xiaoyun Wang; Ze-Jian Chen; Chao Deng; Sheng Quan Xie (Biomed. Signal Process. Control., 2024)

Temporal-constrained parallel graph neural networks for recognizing motion patterns and gait phases in class-imbalanced scenarios. - Changhe Zhang; Zidong Yu; Xiaoyun Wang; Ze-Jian Chen; Chao Deng (Eng. Appl. Artif. Intell., 2025)

Lower limb Locomotion Mode Recognition based on sEMG: A pilot study in healthy individuals and stroke patients. - Changhe Zhang; Zidong Yu; Xiaoyun Wang; Ze-Jian Chen; Chao Deng (Biomed. Signal Process. Control., 2026)