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Computer Methods and Programs in Biomedicine|August 3, 2026
Information bottleneck-driven Gaussian PID enables modality-level interpretability in multimodal survival predictionZeruo Yang, Shiqi Wu, Shujian YuBMC Bioinformatics|April 23, 2021
scSensitiveGeneDefine: sensitive gene detection in single-cell RNA sequencing data by Shannon entropyZechuan Chen, Zeruo Yang, Xiaojun Yuan, et al.Lin Chuang Er Bi Yan Hou Tou Jing Wai Ke Za Zhi = Journal of Clinical Otorhinolaryngology Head and Neck Surgery|March 6, 2025
[Progress of tympanic administration with its application in the treatment of inner ear disease]Shujian Yu, Hong YuEntropy (Basel, Switzerland)|December 3, 2020
Simple Stopping Criteria for Information Theoretic Feature SelectionShujian Yu, José C PríncipeNeural Networks : the Official Journal of the International Neural Network Society|May 28, 2019
Understanding autoencoders with information theoretic conceptsShujian Yu, José C PríncipeNeural Networks : the Official Journal of the International Neural Network Society|February 2, 2024
CI-GNN: A Granger causality-inspired graph neural network for interpretable brain network-based psychiatric diagnosisKaizhong Zheng, Shujian Yu, Badong ChenIEEE Transactions on Neural Networks and Learning Systems|January 5, 2021
Modularizing Deep Learning via Pairwise Learning With KernelsShiyu Duan, Shujian Yu, Jose C PrincipeJournal of Medicinal Chemistry|June 26, 2025
MDM2 Degrader as a Promising Therapeutic Strategy for Cancer TreatmentShiqi Wu, Yungen XuScientific Reports|February 4, 2022
Single cell RNA sequencing reveals differentiation related genes with drawing implications in predicting prognosis and immunotherapy response in gliomasZijian Zhou, JinHong Wei, Zeruo Yang, et al.IEEE Transactions on Neural Networks and Learning Systems|February 20, 2020
Understanding Convolutional Neural Networks With Information Theory: An Initial ExplorationShujian Yu, Kristoffer Wickstrom, Robert Jenssen, et al.Pageof 12