Anxiety and Depression Diagnosis Method Based on Brain Networks and Convolutional Neural Networks. - Yunlong Xie; Banghua Yang; Xi Lu; Minmin Zheng; Cunxiu Fan; Xiaoying Bi; Shu Zhou; Yingjie Li (EMBC, 2020)

The PDS6Net, a sequence model based on state-space theory, is utilized to classifying Chronic Primary Pain and depression. - Lele You; Banghua Yang; Zuowei Wang; Yonghuai Zhang; Zhou Shu; Xiaoying Bi (ICCPR, 2024)

Development and validation of an interpretable machine learning model for predicting in-hospital mortality for ischemic stroke patients in ICU. - Xiao Luo; Binghan Li; Ronghui Zhu; Yaoyong Tai; Zongyu Wang; Qian He; Yanfang Zhao; Xiaoying Bi; Cheng Wu (Int. J. Medical Informatics, 2025)

Adaptive construction of critical brain functional networks for EEG-based emotion recognition. - Ying Zhao; Hong He; Xiaoying Bi; Yue Lu (Signal Image Video Process., 2025)