Doshi-Velez F - Search Results

1

Online model selection by learning how compositional kernels evolve.

Shin E, Klasnja P, Murphy SA, Doshi-Velez F. Shin E, et al. Among authors: doshi velez f. Transact Mach Learn Res. 2023 Nov;2023:https://openreview.net/pdf?id=23WZFQBUh5. Transact Mach Learn Res. 2023. PMID: 38828127 Free PMC article.

2

Ethical and regulatory challenges of large language models in medicine.

Ong JCL, Chang SY, William W, Butte AJ, Shah NH, Chew LST, Liu N, Doshi-Velez F, Lu W, Savulescu J, Ting DSW. Ong JCL, et al. Among authors: doshi velez f. Lancet Digit Health. 2024 Jun;6(6):e428-e432. doi: 10.1016/S2589-7500(24)00061-X. Epub 2024 Apr 23. Lancet Digit Health. 2024. PMID: 38658283 Free article. Review.

3

Identifying data-driven subtypes of major depressive disorder with electronic health records.

Sharma A, Verhaak PF, McCoy TH, Perlis RH, Doshi-Velez F. Sharma A, et al. Among authors: doshi velez f. J Affect Disord. 2024 Jul 1;356:64-70. doi: 10.1016/j.jad.2024.03.162. Epub 2024 Apr 1. J Affect Disord. 2024. PMID: 38565338

4

Artificial intelligence education: An evidence-based medicine approach for consumers, translators, and developers.

Ng FYC, Thirunavukarasu AJ, Cheng H, Tan TF, Gutierrez L, Lan Y, Ong JCL, Chong YS, Ngiam KY, Ho D, Wong TY, Kwek K, Doshi-Velez F, Lucey C, Coffman T, Ting DSW. Ng FYC, et al. Among authors: doshi velez f. Cell Rep Med. 2023 Oct 17;4(10):101230. doi: 10.1016/j.xcrm.2023.101230. Cell Rep Med. 2023. PMID: 37852174 Free PMC article. Review.

5

The Unintended Consequences of Discount Regularization: Improving Regularization in Certainty Equivalence Reinforcement Learning.

Rathnam S, Parbhoo S, Pan W, Murphy SA, Doshi-Velez F. Rathnam S, et al. Among authors: doshi velez f. Proc Mach Learn Res. 2023 Jul;202:28746-28767. Proc Mach Learn Res. 2023. PMID: 37662875 Free PMC article.

6

Reward Design For An Online Reinforcement Learning Algorithm Supporting Oral Self-Care.

Trella AL, Zhang KW, Nahum-Shani I, Shetty V, Doshi-Velez F, Murphy SA. Trella AL, et al. Among authors: doshi velez f. Proc Innov Appl Artif Intell Conf. 2023 Jun 27;37(13):15724-15730. doi: 10.1609/aaai.v37i13.26866. Proc Innov Appl Artif Intell Conf. 2023. PMID: 37637073 Free PMC article.

7

Designing Reinforcement Learning Algorithms for Digital Interventions: Pre-Implementation Guidelines.

Trella AL, Zhang KW, Nahum-Shani I, Shetty V, Doshi-Velez F, Murphy SA. Trella AL, et al. Among authors: doshi velez f. Algorithms. 2022 Aug;15(8):255. doi: 10.3390/a15080255. Epub 2022 Jul 22. Algorithms. 2022. PMID: 36713810 Free PMC article.

8

An interpretable RL framework for pre-deployment modeling in ICU hypotension management.

Zhang K, Wang H, Du J, Chu B, Arévalo AR, Kindle R, Celi LA, Doshi-Velez F. Zhang K, et al. Among authors: doshi velez f. NPJ Digit Med. 2022 Nov 18;5(1):173. doi: 10.1038/s41746-022-00708-4. NPJ Digit Med. 2022. PMID: 36396808 Free PMC article.

9

Do clinicians follow heuristics in prescribing antidepressants?

Lage I, Pradier MF, McCoy TH Jr, Perlis RH, Doshi-Velez F. Lage I, et al. Among authors: doshi velez f. J Affect Disord. 2022 Aug 15;311:110-114. doi: 10.1016/j.jad.2022.04.128. Epub 2022 Apr 23. J Affect Disord. 2022. PMID: 35472480

10

Learning Predictive and Interpretable Timeseries Summaries from ICU Data.

Johnson N, Parbhoo S, Ross AS, Doshi-Velez F. Johnson N, et al. Among authors: doshi velez f. AMIA Annu Symp Proc. 2022 Feb 21;2021:581-590. eCollection 2021. AMIA Annu Symp Proc. 2022. PMID: 35309006 Free PMC article.

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