Deep Learning Framework for Alzheimer's Disease Diagnosis via 3D-CNN and FSBi-LSTM. - Chiyu Feng; Ahmed El-Azab; Peng Yang 011; Tianfu Wang 001; Feng Zhou 003; Huoyou Hu; Xiaohua Xiao; Baiying Lei (IEEE Access, 2019)

Gene-related Parkinson's disease diagnosis via feature-based multi-branch octave convolution network. - Haijun Lei; Yuchen Zhang; Hancong Li; Zhongwei Huang; Chien-Hung Liu; Feng Zhou 003; Ee-Leng Tan; Xiaohua Xiao; Yi Lei; Huoyou Hu; Yaohui Huang; Baiying Lei (Comput. Biol. Medicine, 2022)

Longitudinal study of early mild cognitive impairment via similarity-constrained group learning and self-attention based SBi-LSTM. - Baiying Lei; Yuwen Zhang; Dongdong Liu; Yanwu Xu 001; Guanghui Yue 001; Jiuwen Cao; Huoyou Hu; Shuangzhi Yu; Peng Yang 011; Tianfu Wang 001; Yali Qiu; Xiaohua Xiao; et al. (Knowl. Based Syst., 2022)

Multi-scale enhanced graph convolutional network for mild cognitive impairment detection. - Baiying Lei; Yun Zhu 006; Shuangzhi Yu; Huoyou Hu; Yanwu Xu 001; Guanghui Yue 001; Tianfu Wang 001; Cheng Zhao 003; Shaobin Chen; Peng Yang 011; Xuegang Song; Xiaohua Xiao; et al. (Pattern Recognit., 2023)

Early diagnosis and clinical score prediction of Parkinson's disease based on longitudinal neuroimaging data. - Haijun Lei; Yukang Lei; Zihao Chen; Shiqi Li; Zhongwei Huang; Feng Zhou 003; Ee-Leng Tan; Xiaohua Xiao; Yi Lei; Huoyou Hu; Yaohui Huang; Chien-Hung Liu; et al. (Neural Comput. Appl., 2023)

Federated Domain Adaptation via Transformer for Multi-Site Alzheimer's Disease Diagnosis. - Baiying Lei; Yun Zhu 006; Enmin Liang; Peng Yang 011; Shaobin Chen; Huoyou Hu; Haoran Xie 001; Ziyi Wei; Fei Hao; Xuegang Song; Tianfu Wang 001; Xiaohua Xiao; et al. (IEEE Trans. Medical Imaging, 2023)