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Li Zhou

Harvard University - Brigham and Women’s Hospital

SCHOLARLY PAPERS

4

DOWNLOADS

221

TOTAL CITATIONS

0

Scholarly Papers (4)

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1.

Extracting Language Information from Clinical Notes Using Large Language Models

Number of pages: 10 Posted: 30 Jul 2025
Lingfei Qian, Na Hong, Yujia Zhou, Qianqian Xie, Ruey-Ling Weng, Pitchaya Chairuengjitjaras, Xinsong Du, John Lian, Gad A. Marshall, Suzanne Blackley, John Novoa-Laurentiev, Yakeel Quiroz-Gaviria, Tae Youn Kim, Nicole Adams, Michelle L. Dossett, Li Zhou and Hua Xu
Yale University, affiliation not provided to SSRN, affiliation not provided to SSRN, Yale University, affiliation not provided to SSRN, affiliation not provided to SSRN, Harvard University - Brigham and Women's Hospital, affiliation not provided to SSRN, affiliation not provided to SSRN, Harvard University - Harvard Medical School, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Harvard University - Brigham and Women’s Hospital and Yale University
Downloads 101 (704,534)

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Large Language Models, Named entity recognition, Patient language information, Cross-sites validation

2.

Dynamic Reaction Picklist for Improving Allergy Reaction Documentation: A Usability Study

Number of pages: 33 Posted: 27 Jun 2022
Liqin Wang, Heekyong Park, Sachin Vallamkonda, Diane L. Seger, Suzanne V. Blackley, Pamela M. Garabedian, Foster Goss, Kimberly G. Blumenthal, David Bates, Shawn Murphy and Li Zhou
Harvard University - Brigham and Women’s Hospital, Mass General Brigham, Harvard University - Brigham and Women’s Hospital, Mass General Brigham, Mass General Brigham, Mass General Brigham, University of Colorado at Denver - School of Medicine, Harvard Medical School, Harvard University - Brigham and Women’s Hospital, Harvard University - Department of Neurology and Harvard University - Brigham and Women’s Hospital
Downloads 54 (1,041,696)

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Drug-related side effects and adverse reaction, hypersensitivity, electronic health records, usability, clinical documentation

3.

Development of a Drug Allergy Alert Tiering Algorithm for Penicillins and Cephalosporins

Number of pages: 29 Posted: 27 Sep 2024
Rachel L. Wasserman, Heba H. Edrees, Diane L. Seger, Foster Goss, Kimberly G. Blumenthal, Ying-Chih Lo, Suzanne Blackley, David Bates and Li Zhou
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Colorado at Denver - School of Medicine, Harvard Medical School, affiliation not provided to SSRN, Harvard University - Harvard Medical School, Harvard University - Brigham and Women’s Hospital and Harvard University - Brigham and Women’s Hospital
Downloads 49 (1,074,648)

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clinical decision support, alerts, drug, allergy, penicillin, cephalosporin

4.

Precision Grounding: Augmenting Large Language Models with Evidence-Based Databases for Trustworthy Genetic Variant Summarization

Number of pages: 18 Posted: 10 Aug 2025
Xinsong Du, Anna Nagy, Michael F. Oates, Yifei Wang, Xinyi Wang, Joseph M. Plasek, Samuel J. Aronson, Matthew S. Lebo and Li Zhou
Harvard University - Brigham and Women's Hospital, affiliation not provided to SSRN, affiliation not provided to SSRN, Brandeis University, Harvard University - Harvard Medical School, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Harvard University - Brigham and Women’s Hospital
Downloads 17 (1,491,251)

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large language models, Genomics, Hallucination, Summarization, Retrieval Augmented Generation