Robust sparse graph regularized nonnegative matrix factorization for automatic depression diagnosis. - Lu Zhang; Jitao Zhong; Quanhong Wang; Jinzhou Zhu; Hele Liu; Hong Peng 003; Bin Hu 001 (Biomed. Signal Process. Control., 2024)

Exploring functional near-infrared spectroscopy and transfer learning for discriminating major depressive disorder and generalized anxiety disorder. - Hele Liu; Jinzhou Zhu; Jitao Zhong; Shi Qiao 006; Lu Zhang; Jiangang Li; Bin Hu 001; Sujie Ma; Hong Peng 003 (Biomed. Signal Process. Control., 2025)

Robust semi-supervised extraction of information using functional near-infrared spectroscopy for diagnosing depression. - Shi Qiao 006; Jitao Zhong; Lu Zhang; Hele Liu; Jiangang Li; Hong Peng 003; Bin Hu 001 (Biomed. Signal Process. Control., 2025)

Locality-constrained robust discriminant non-negative matrix factorization for depression detection: An fNIRS study. - Yushan Wu; Jitao Zhong; Lu Zhang; Hele Liu; Shuai Shao; Bin Hu 001; Hong Peng 003 (Neurocomputing, 2025)

Soft fusion of channel information in depression detection using functional near-infrared spectroscopy. - Jitao Zhong; Yushan Wu; Hele Liu; Jinlong Chao; Bin Hu 001; Sujie Ma; Hong Peng 003 (Inf. Process. Manag., 2025)