Kennedy EH - Search Results

1

Use of Machine Learning to Estimate the Per-Protocol Effect of Low-Dose Aspirin on Pregnancy Outcomes: A Secondary Analysis of a Randomized Clinical Trial.

Zhong Y, Brooks MM, Kennedy EH, Bodnar LM, Naimi AI. Zhong Y, et al. Among authors: kennedy eh. JAMA Netw Open. 2022 Mar 1;5(3):e2143414. doi: 10.1001/jamanetworkopen.2021.43414. JAMA Netw Open. 2022. PMID: 35262718 Free PMC article. Clinical Trial.

2

An introduction to g methods.

Naimi AI, Cole SR, Kennedy EH. Naimi AI, et al. Among authors: kennedy eh. Int J Epidemiol. 2017 Apr 1;46(2):756-762. doi: 10.1093/ije/dyw323. Int J Epidemiol. 2017. PMID: 28039382 Free PMC article.

3

Smartphones vs Wearable Devices for Remotely Monitoring Physical Activity After Hospital Discharge: A Secondary Analysis of a Randomized Clinical Trial.

Patel MS, Polsky D, Kennedy EH, Small DS, Evans CN, Rareshide CAL, Volpp KG. Patel MS, et al. Among authors: kennedy eh. JAMA Netw Open. 2020 Feb 5;3(2):e1920677. doi: 10.1001/jamanetworkopen.2019.20677. JAMA Netw Open. 2020. PMID: 32031643 Free article. Clinical Trial. No abstract available.

4

Machine learning as a strategy to account for dietary synergy: an illustration based on dietary intake and adverse pregnancy outcomes.

Bodnar LM, Cartus AR, Kirkpatrick SI, Himes KP, Kennedy EH, Simhan HN, Grobman WA, Duffy JY, Silver RM, Parry S, Naimi AI. Bodnar LM, et al. Among authors: kennedy eh. Am J Clin Nutr. 2020 Jun 1;111(6):1235-1243. doi: 10.1093/ajcn/nqaa027. Am J Clin Nutr. 2020. PMID: 32108865 Free PMC article.

5

Defining and Identifying Per-protocol Effects in Randomized Trials.

Rudolph JE, Naimi AI, Westreich DJ, Kennedy EH, Schisterman EF. Rudolph JE, et al. Among authors: kennedy eh. Epidemiology. 2020 Sep;31(5):692-694. doi: 10.1097/EDE.0000000000001234. Epidemiology. 2020. PMID: 32740471 Free PMC article.

6

Incremental Propensity Score Effects for Time-fixed Exposures.

Naimi AI, Rudolph JE, Kennedy EH, Cartus A, Kirkpatrick SI, Haas DM, Simhan H, Bodnar LM. Naimi AI, et al. Among authors: kennedy eh. Epidemiology. 2021 Mar 1;32(2):202-208. doi: 10.1097/EDE.0000000000001315. Epidemiology. 2021. PMID: 33470712 Free PMC article.

7

Challenges in Obtaining Valid Causal Effect Estimates with Machine Learning Algorithms.

Naimi AI, Mishler AE, Kennedy EH. Naimi AI, et al. Among authors: kennedy eh. Am J Epidemiol. 2021 Jul 15:kwab201. doi: 10.1093/aje/kwab201. Online ahead of print. Am J Epidemiol. 2021. PMID: 34268558

8

AIPW: An R Package for Augmented Inverse Probability-Weighted Estimation of Average Causal Effects.

Zhong Y, Kennedy EH, Bodnar LM, Naimi AI. Zhong Y, et al. Among authors: kennedy eh. Am J Epidemiol. 2021 Dec 1;190(12):2690-2699. doi: 10.1093/aje/kwab207. Am J Epidemiol. 2021. PMID: 34268567 Free PMC article.

9

Practical Strategies for Mitigating the Unknowable.

Naimi AI, Mishler AE, Kennedy EH. Naimi AI, et al. Among authors: kennedy eh. Am J Epidemiol. 2021 Jul 15:kwab202. doi: 10.1093/aje/kwab202. Online ahead of print. Am J Epidemiol. 2021. PMID: 34268571 No abstract available.

10

Performance Evaluation of Parametric and Nonparametric Methods When Assessing Effect Measure Modification.

Conzuelo Rodriguez G, Bodnar LM, Brooks MM, Wahed A, Kennedy EH, Schisterman E, Naimi AI. Conzuelo Rodriguez G, et al. Among authors: kennedy eh. Am J Epidemiol. 2022 Jan 1;191(1):198-207. doi: 10.1093/aje/kwab220. Am J Epidemiol. 2022. PMID: 34409985 Free PMC article.

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