Colon Polyp Detection and Segmentation Based on Improved MRCNN. - Xiaoyong Yang; Qianxing Wei; Changhe Zhang; Kaibo Zhou; Li Kong; Weiwei Jiang (IEEE Trans. Instrum. Meas., 2021)

SKND-TSACNN: A novel time-scale adaptive CNN framework for fault diagnosis of rotating machinery. - Zidong Yu; Changhe Zhang; Jie Liu; Chao Deng (Knowl. Based Syst., 2023)

Exploring Focus and Depth-Induced Saliency Detection for Light Field. - Yani Zhang; Fen Chen; Zongju Peng; Wenhui Zou; Changhe Zhang (Entropy, 2023)

An end-to-end lower limb activity recognition framework based on sEMG data augmentation and enhanced CapsNet. - Changhe Zhang; Yangan Li; Zidong Yu; Xiaolin Huang; Jiang Xu; Chao Deng (Expert Syst. Appl., 2023)

Exploration of Adaptive sEMG Denoising and Deep Learning Paradigms and Their Application in Lower Limb Motion Recognition. - Xiaoyun Wang; Changhe Zhang; Zidong Yu; Chao Deng (M2VIP, 2024)

End-to-End Hand Gesture Recognition Based on Dynamic Graph Topology Generating Mechanism and Weighted Graph Isomorphism Network. - Zidong Yu; Changhe Zhang; Xiaoyun Wang; Chao Deng (M2VIP, 2024)

Parallel Graph Neural Networks: Class-Imbalanced Gait Phase Recognition via Adaptive Fusion of Multimodal sEMG and Kinematic Data. - Changhe Zhang; Xiaoyun Wang; Zidong Yu; Chao Deng (M2VIP, 2024)

Decoding of lower limb continuous movement intention from multi-channel sEMG and design of adaptive exoskeleton controller. - Xiaoyun Wang; Changhe Zhang; Zidong Yu; Chao Deng (Biomed. Signal Process. Control., 2024)

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)

Dynamic graph topology generating mechanism: Framework for feature-level multimodal information fusion applied to lower-limb activity recognition. - Zidong Yu; Changhe Zhang; Xiaoyun Wang; Deng Chao; Yuan Liu; Zeyu Yu (Eng. Appl. Artif. Intell., 2024)

Interpretable Dual-branch EMGNet: A transfer learning-based network for inter-subject lower limb motion intention recognition. - Changhe Zhang; Xiaoyun Wang; Zidong Yu; Bingjin Wang; Chao Deng (Eng. Appl. Artif. Intell., 2024)

Lower Limb Motor Function Assessment With Muscle Synergy and Interpretable Machine Learning: A Pilot Study in Healthy Individuals and Stroke Patients. - Yuan Liu; Ze-Jian Chen; Changhe Zhang (IEEE Access, 2025)

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)