Zhou W - Search Results

1

Generalizable clinical note section identification with large language models.

Zhou W, Miller TA. Zhou W, et al. JAMIA Open. 2024 Aug 13;7(3):ooae075. doi: 10.1093/jamiaopen/ooae075. eCollection 2024 Oct. JAMIA Open. 2024. PMID: 39139700 Free PMC article.

2

Improving Model Transferability for Clinical Note Section Classification Models Using Continued Pretraining.

Zhou W, Yetisgen M, Afshar M, Gao Y, Savova G, Miller TA. Zhou W, et al. medRxiv [Preprint]. 2023 Apr 24:2023.04.15.23288628. doi: 10.1101/2023.04.15.23288628. medRxiv. 2023. Update in: J Am Med Inform Assoc. 2023 Dec 22;31(1):89-97. doi: 10.1093/jamia/ocad190 PMID: 37162963 Free PMC article. Updated. Preprint.

3

Improving model transferability for clinical note section classification models using continued pretraining.

Zhou W, Yetisgen M, Afshar M, Gao Y, Savova G, Miller TA. Zhou W, et al. J Am Med Inform Assoc. 2023 Dec 22;31(1):89-97. doi: 10.1093/jamia/ocad190. J Am Med Inform Assoc. 2023. PMID: 37725927 Free PMC article.

4

Improving the Transferability of Clinical Note Section Classification Models with BERT and Large Language Model Ensembles.

Zhou W, Dligach D, Afshar M, Gao Y, Miller TA. Zhou W, et al. Proc Conf Assoc Comput Linguist Meet. 2023 Jul;2023:125-130. Proc Conf Assoc Comput Linguist Meet. 2023. PMID: 37786810 Free PMC article.

5

Identifying Rare Circumstances Preceding Female Firearm Suicides: Validating A Large Language Model Approach.

Zhou W, Prater LC, Goldstein EV, Mooney SJ. Zhou W, et al. JMIR Ment Health. 2023 Oct 17;10:e49359. doi: 10.2196/49359. JMIR Ment Health. 2023. PMID: 37847549 Free PMC article.

6

LeafAI: query generator for clinical cohort discovery rivaling a human programmer.

Dobbins NJ, Han B, Zhou W, Lan KF, Kim HN, Harrington R, Uzuner Ö, Yetisgen M. Dobbins NJ, et al. Among authors: zhou w. J Am Med Inform Assoc. 2023 Nov 17;30(12):1954-1964. doi: 10.1093/jamia/ocad149. J Am Med Inform Assoc. 2023. PMID: 37550244 Free PMC article.

7

The Automatic Context Measurement Tool (ACMT) to Compile Participant-Specific Built and Social Environment Measures for Health Research: Development and Usability Study.

Zhou W, Youngbloom A, Ren X, Saelens BE, Mooney SD, Mooney SJ. Zhou W, et al. JMIR Form Res. 2024 Oct 4;8:e56510. doi: 10.2196/56510. JMIR Form Res. 2024. PMID: 39365663 Free PMC article.

8

Characterizing Female Firearm Suicide Circumstances: A Natural Language Processing and Machine Learning Approach.

Goldstein EV, Mooney SJ, Takagi-Stewart J, Agnew BF, Morgan ER, Haviland MJ, Zhou W, Prater LC. Goldstein EV, et al. Among authors: zhou w. Am J Prev Med. 2023 Aug;65(2):278-285. doi: 10.1016/j.amepre.2023.01.030. Epub 2023 Mar 16. Am J Prev Med. 2023. PMID: 36931986

9

Parameter Sensitivity Analysis for the Progressive Sampling-Based Bayesian Optimization Method for Automated Machine Learning Model Selection.

Zhou W, Luo G. Zhou W, et al. Heterog Data Manag Polystores Anal Healthc (2020). 2021;12633:213-227. doi: 10.1007/978-3-030-71055-2_17. Epub 2021 Mar 4. Heterog Data Manag Polystores Anal Healthc (2020). 2021. PMID: 33768220 Free PMC article.

10

Degradation of 15 halogenated hydrocarbons by 5 unactivated in-situ chemical oxidation oxidants.

Gu C, An J, Liu S, Xiong F, Zhou W, Tian L, Wan Y, Wu Q, Ma J. Gu C, et al. Among authors: zhou w. Environ Technol. 2025 Jan 15:1-10. doi: 10.1080/09593330.2025.2450557. Online ahead of print. Environ Technol. 2025. PMID: 39813303

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