Imbalanced Heart Sound Signal Classification Based on Two-Stage Trained DsaNet. - Guangyang Tian; Cheng Lian; Zhigang Zeng; Bingrong Xu; Yixin Su 002; Junbin Zang; Zhidong Zhang; Chenyang Xue (Cogn. Comput., 2022)

Classification of Phonocardiogram Based on Multi-View Deep Network. - Guangyang Tian; Cheng Lian; Bingrong Xu; Junbin Zang; Zhidong Zhang; Chenyang Xue (Neural Process. Lett., 2023)

Fusion-Attention Diagnosis Network (FADNet): An end-to-end framework for optic disc segmentation and ocular disease classification. - Yichen Xiao; Xuan Ding; Shengtao Liu; Yong Ma; Ting Zhang; Ziwei Xiang; Ruyi Zhang; Teruko Fukuyama; Jing Zhao; Yanze Yu; Xuejun Wang; Qinghong Lin; et al. (Inf. Fusion, 2025)

MIU-Net: Advanced multi-scale feature extraction and imbalance mitigation for optic disc segmentation. - Yichen Xiao; Yi Shao; Zhi Chen; Ruyi Zhang; Xuan Ding; Jing Zhao; Shengtao Liu; Teruko Fukuyama; Yu Zhao; Xiaoliao Peng; Guangyang Tian; Shiping Wen 001; et al. (Neural Networks, 2025)