Work

Emulate randomized clinical trials using heterogeneous treatment effect estimation for personalized treatments: Methodology review and benchmark

Year: 2022

Type: review

Source: Journal of Biomedical Informatics

DOI: 10.1016/j.jbi.2022.104256

Authors: Yaobin Ling, Pulakesh Upadhyaya, Luyao Chen, Xiaoqian Jiang, Yejin Kim

Institution: The University of Texas Health Science Center at Houston

Language: English

Topic: Advanced Causal Inference Techniques

Subfield: Statistics and Probability

Field: Mathematics

Domain: Physical Sciences

SDG: Good health and well-being

Open Access status: bronze

Funders: Cancer Prevention and Research Institute of Texas, National Institutes of Health, National Institute on Aging

Awards: Recruitment of Rising Stars, Finding combinatorial drug repositioning therapy for Alzheimer's disease and related dementias

OpenAlex ID: W4310170174

FWCI: 0.773

Cites: 48

Cited by: 31

Related to: 10