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Statistics in Medicine|December 2, 2025
Explaining Individualized Treatment Rules: Integrating LIME and SHAP With Xgboost in Precision MedicineZihuan Liu, Xin HuangCommunications Medicine|June 10, 2025
Deep learning-based ranking method for subgroup and predictive biomarker identification in patientsZihuan Liu, Yihua Gu, Xin HuangBioinformatics (Oxford, England)|October 7, 2024
BioPred: an R package for biomarkers analysis in precision medicineZihuan Liu, Yan Sun, Xin HuangIEEE Transactions on Neural Networks and Learning Systems|May 18, 2022
Variational Bayes Ensemble Learning Neural Networks With Compressed Feature SpaceZihuan Liu, Shrijita Bhattacharya, Tapabrata MaitiJournal of Alzheimer'S Disease : JAD|August 30, 2021
A Role for Prior Knowledge in Statistical Classification of the Transition from Mild Cognitive Impairment to Alzheimer's DiseaseZihuan Liu, Tapabrata Maiti, Andrew R Bender, et al.The Annals of Applied Statistics|April 29, 2024
TENSOR QUANTILE REGRESSION WITH LOW-RANK TENSOR TRAIN ESTIMATIONZihuan Liu, Cheuk Yin Lee, Heping ZhangGenetic Epidemiology|January 24, 2023
Deep learning identified genetic variants for COVID-19-related mortality among 28,097 affected cases in UK BiobankZihuan Liu, Wei Dai, Shiying Wang, et al.The Journal of the Acoustical Society of America|April 13, 2026
Design and characterization of a magnetostrictive hydrophone for low-frequency, low-noise underwater acoustic sensingEhsan Vatankhah, Yuqi Meng, Zihuan Liu, et al.The Journal of the Acoustical Society of America|May 12, 2023
Characterization of high intensity progressive ultrasound beams in air at 300 kHzEhsan Vatankhah, Yuqi Meng, Zihuan Liu, et al.Environmental Science and Pollution Research International|January 21, 2023
Transboundary watershed pollution control analysis for pollution abatement and ecological compensationXin HuangPageof 500