Learning Optimal Dynamic Treatment Regimens Subject to Stagewise Risk Controls

Liu, M. C., Wang, Y. J., Fu, H. D., & Zeng, D. L. (2024). Learning optimal dynamic treatment regimens subject to stagewise risk controls. Journal of Machine Learning Research, 25, Article 128.

Authors:

Mochuan Liu

Yuanjia Wang

Haoda Fu

Donglin Zeng

Affiliated Authors:

Yuanjia Wang

Columbia Affiliation:

Mailman School of Public Health
- Department of Biostatistics

Author Keywords:

dynamic treatment regimens

precision medicine

benefit-risk tradeoff

acute adverse events

weighted support vector machine

Publication Type:

Article

Unique ID:

WOS:001230548700001

Journal:

Journal of Machine Learning Research

Publication Date:

2024-01-01

Data Source:

Web of Science

Source Link:

View Web of Science Record

Record Created:

Wednesday, December 11, 2024 - 12:24