Hengrui Cai

College of Sciences

Works (3)

Updated: June 11th, 2024 15:31

2022 article

CAPITAL: Optimal subgroup identification via constrained policy tree search

Cai, H., Lu, W., West, R. M., Mehrotra, D. V., & Huang, L. (2022, July 7). STATISTICS IN MEDICINE.

By: H. Cai*, W. Lu n, R. West *, D. Mehrotra * & L. Huang*

author keywords: constrained policy tree search; optimal subgroup identification; personalized medicine
MeSH headings : Algorithms; Humans; Policy; Precision Medicine / methods; Research Design
TL;DR: This article presents an optimal subgroup selection rule (SSR) that maximizes the number of selected patients, and in the meantime, achieves the pre‐specified clinically meaningful mean outcome, such as the average treatment effect. (via Semantic Scholar)
UN Sustainable Development Goal Categories
16. Peace, Justice and Strong Institutions (OpenAlex)
Source: Web Of Science
Added: July 26, 2022

2022 article

Estimating ancient biogeographic patterns with statistical model discrimination

Gates, T. A., Cai, H., Hu, Y., Han, X., Griffith, E., Burgener, L., … Zanno, L. E. (2022, September 23). ANATOMICAL RECORD-ADVANCES IN INTEGRATIVE ANATOMY AND EVOLUTIONARY BIOLOGY, Vol. 9.

By: T. Gates n , H. Cai*, Y. Hu  n, X. Han  n, E. Griffith n , L. Burgener *, E. Hyland n, L. Zanno n 

author keywords: biogeography; dinosaur; ecology; linear regression; phylogenetics
UN Sustainable Development Goal Categories
15. Life on Land (Web of Science)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: September 25, 2022

2021 journal article

GEAR: On optimal decision making with auxiliary data

STAT, 10(1).

By: H. Cai n, R. Song n  & W. Lu n

author keywords: augmented inverse propensity weighted estimation; auxiliary data; individualized treatment rule; optimal treatment decision making
TL;DR: An auGmented inverse propensity weighted Experimental and Auxiliary sample-based decision Rule (GEAR) is proposed by maximizing the augmented inverse susceptibility weighted value estimator over a class of decision rules using the experimental sample, with the primary outcome being imputed based on the auxiliary sample. (via Semantic Scholar)
UN Sustainable Development Goal Categories
16. Peace, Justice and Strong Institutions (OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: August 9, 2021

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