Incorporating external data for analyzing randomized clinical trials: A transfer learning approach

Hanzhong Liu, Yujia Gu, Wei Ma

Randomized clinical trials are the gold standard for analyzing treatment effects. However, increasing costs and ethical concerns may limit trial recru...

Clinical Trial Modernization: Technological, Operational, and Regulatory Advances

Marc Buyse

Nonparametric Causal Inference for Optogenetics: Sequential Excursion Effects for Dynamic Regimes

Gabriel Loewinger, Alexander W. Levis, Francisco Pereira

Leveraging External Data for Testing Experimental Therapies with Biomarker Interactions in Randomized Clinical TrialsGet access

B Renand others

Boosting AI-Generated Biomedical Images with Confidence through Advanced Statistical Inference

Zhiling Gu, Shan Yu, Guannan Wang et al.

Long-term effect estimation when combining clinical trial and observational follow-up datasets

Gang Cheng, Yen-Chi Chen, Joseph M. Unger et al.

Leveraging External Data for Testing Experimental Therapies with Biomarker Interactions in Randomized Clinical Trials

B Ren, others

Abstract

Posterior Predictive Design for Phase I Clinical Trials

Chenqi Fu, Shouhao Zhou, J. Jack Lee