2024
Sequential covariate-adjusted randomization via hierarchically minimizing Mahalanobis distance and marginal imbalance
Yang H, Qin Y, Li Y, Hu F. Sequential covariate-adjusted randomization via hierarchically minimizing Mahalanobis distance and marginal imbalance. Biometrics 2024, 80: ujae047. PMID: 38801258, DOI: 10.1093/biomtc/ujae047.Peer-Reviewed Original ResearchConceptsCovariate balanceMarginal imbalanceAdaptive randomization methodsTreatment effect estimatesSequential allocation schemeModified Mahalanobis distanceRandomization methodSimulation studyCovariate imbalanceRandom processTheoretical guaranteesCovariatesImbalance measureEffect estimatesMahalanobis distanceCurrent patientSample size differencesMarginal balanceAllocation schemeConvergenceData analysisSuperior performance
2023
Modifiable risk factors for esophageal cancer in endoscopic screening population: A modeling study
Zhang Q, Wang F, Feng H, Xing J, Zhu S, Zhang H, Li Y, Wei W, Zhang S. Modifiable risk factors for esophageal cancer in endoscopic screening population: A modeling study. Chinese Medical Journal 2023, 137: 350-352. PMID: 38030561, PMCID: PMC10836889, DOI: 10.1097/cm9.0000000000002878.Peer-Reviewed Original Research
2022
Spatio-temporally smoothed deep survival neural network
Li Y, Liang D, Ma S, Ma C. Spatio-temporally smoothed deep survival neural network. Journal Of Biomedical Informatics 2022, 137: 104255. PMID: 36462600, PMCID: PMC9845179, DOI: 10.1016/j.jbi.2022.104255.Peer-Reviewed Original ResearchNetwork-based cancer heterogeneity analysis incorporating multi-view of prior information
Li Y, Xu S, Ma S, Wu M. Network-based cancer heterogeneity analysis incorporating multi-view of prior information. Bioinformatics 2022, 38: 2855-2862. PMID: 35561185, PMCID: PMC9113254, DOI: 10.1093/bioinformatics/btac183.Peer-Reviewed Original Research