Learning Optimal Personalized Treatment Rules in Consideration of Benefit and Risk: With an Application to Treating Type 2 Diabetes Patients With Insulin Therapies-Reference-Cited by-同舟云学术

Learning Optimal Personalized Treatment Rules in Consideration of Benefit and Risk: With an Application to Treating Type 2 Diabetes Patients With Insulin Therapies

Published:2018-01-02 Issue:521 Volume:113 Page:1-13
ISSN:0162-1459
Container-title:Journal of the American Statistical Association
language:en
Short-container-title:Journal of the American Statistical Association

Author:

Wang Yuanjia¹,Fu Haoda²,Zeng Donglin³

Affiliation:

1. Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, NY

2. Eli Lilly and Company, Indianapolis, IN

3. Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC

Funder

National Institute of Neurological Disorders and Stroke

National Institutes of Health

Publisher

Informa UK Limited

Subject

Statistics, Probability and Uncertainty,Statistics and Probability

Link

https://www.tandfonline.com/doi/pdf/10.1080/01621459.2017.1303386

Reference38 articles.

1. Standards of Medical Care in Diabetes—2014

2. DURAbility of Basal Versus Lispro Mix 75/25 Insulin Efficacy (DURABLE) Trial 24-Week Results

3. Analysis of randomized comparative clinical trial data for personalized treatment selections

4. Hypoglycaemia: The limiting factor in the glycaemic management of Type I and Type II Diabetes*

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