Christopher Y. K. Williams

Also affiliated with San Francisco Department of Public Health, Quality Research, Quality Systems (United States)

Computer ScienceMedicine

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

1in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 1 indexed paper attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

Papers

Driven by 19 papers. Top paper: “Evaluating the use of large language models to provide clinical recommendations in the Emergency Department”.

Evaluating the use of large language models to provide clinical recommendations in the Emergency Department

Nature Communications(2024)10.1038/s41467-024-52415-1

N/A

3.4DataRank · unranked

103 citations

Brenda Y. Miao, Aaron E. Kornblith, Atul Janardhan Butte, Christopher Y. K. Williams

Evaluating Large Language Models for Drafting Emergency Department Discharge Summaries

medRxiv(2024)10.1101/2024.04.03.24305088

N/A

1.9DataRank · unranked

35 citations

Jaskaran Bains, Tianyu Tang, Kishan Patel, Alexa N. Lucas, Fiona Chen +5 more

Evaluating large language models for drafting emergency department encounter summaries

PLOS Digital Health(2025)10.1371/journal.pdig.0000899

N/A

0.842DataRank · unranked

26 citations

Jaskaran Bains, Tianyu Tang, Kishan Patel, Alexa N. Lucas, Fiona Chen +5 more

Use of a Large Language Model to Assess Clinical Acuity of Adults in the Emergency Department

JAMA Network Open(2024)10.1001/jamanetworkopen.2024.8895

N/A

0.744DataRank · unranked

142 citations

Travis Zack, Brenda Y. Miao, Madhumita Sushil, Michelle Wang, Aaron E. Kornblith +2 more

The MI-CLAIM-GEN checklist for generative artificial intelligence in health

Nature Medicine(2025)10.1038/s41591-024-03470-0

N/A

0.720DataRank · unranked

18 citations

Irene Y. Chen, Christopher Y. K. Williams, Jaysón Davidson, Shenghuan Sun, Travis Zack +14 more

Topic modeling on clinical social work notes for exploring social determinants of health factors

JAMIA Open(2024)10.1093/jamiaopen/ooad112

N/A

0.494DataRank · unranked

26 citations

Travis Zack, Christopher Y. K. Williams, Madhumita Sushil, Atul Janardhan Butte, Shenghuan Sun

Assessing clinical acuity in the Emergency Department using the GPT-3.5 Artificial Intelligence Model

medRxiv(2023)10.1101/2023.08.09.23293795

N/A

0.312DataRank · unranked

7 citations

Travis Zack, Brenda Y. Miao, Madhumita Sushil, Michelle Wang, Atul Janardhan Butte +1 more

Identifying Reasons for Contraceptive Switching from Real-World Data Using Large Language Models

arXiv (Cornell University)(2024)10.48550/arxiv.2402.03597

N/A

0.269DataRank · unranked

5 citations

Christopher Y. K. Williams, Ebenezer Chinedu-Eneh, Travis Zack, Emily Alsentzer, Atul Janardhan Butte +2 more

Revealing the impact of social circumstances on the selection of cancer therapy through natural language processing of social work notes

JAMIA Open(2024)10.1093/jamiaopen/ooae073

N/A

0.165DataRank · unranked

2 citations

Travis Zack, Christopher Y. K. Williams, Atul Janardhan Butte, Madhumita Sushil, Shenghuan Sun

Understanding contraceptive switching rationales from real world clinical notes using large language models

npj Digital Medicine(2025)10.1038/s41746-025-01615-0

N/A

0.165DataRank · unranked

2 citations

Christopher Y. K. Williams, Ebenezer Chinedu-Eneh, Travis Zack, Emily Alsentzer, Atul Janardhan Butte +2 more

Large language models outperform traditional natural language processing methods in extracting patient-reported outcomes in IBD

medRxiv(2024)10.1101/2024.09.05.24313139

N/A

0.165DataRank · unranked

2 citations

Conner Davis, Amariel Ralbovsky, Daniel Tinoco, Christopher Y. K. Williams, Shadera Slatter +5 more

Using Large Language Models to Determine Reasons for Missed Colon Cancer Screening Follow-Up

The Joint Commission Journal on Quality and Patient Safety(2026)10.1016/j.jcjq.2026.04.003

N/A

0.104DataRank · unranked

1 citations

Urmimala Sarkar, Julia Adler‐Milstein, Lisa Rotenstein, Christopher Y. K. Williams

Extracting TNFi switching reasons and trajectories from real-world data using large language models

JAMIA Open(2025)10.1093/jamiaopen/ooaf132

N/A

0.104DataRank · unranked

1 citations

Marie Binvignat, Maxim Bravo, Claire Q Miao, Ahmed M. Alaa, Vivek Ashok Rudrapatna +7 more

Assessment of Large Language Models for Enhancing Diabetologist-Developed Personalized Treatment Plans in Complex Type 2 Diabetes

Clinical Diabetes(2025)10.2337/cd25-0015

N/A

0.104DataRank · unranked

1 citations

Madhumita Sushil, Brenda Y. Miao, Sarah Kim, Umesh Masharani, Gregory Ku +7 more

The Minimum Information about CLinical Artificial Intelligence Checklist for Generative Modeling Research (MI-CLAIM-GEN)

arXiv (Cornell University)(2024)10.48550/arxiv.2403.02558

N/A

0DataRank · unranked

0 citations

Irene Y. Chen, Christopher Y. K. Williams, Jaysón Davidson, Augusto García-Agúndez, Harry Sun +13 more

People with HIV-1 Demonstrate Type 1 Interferon Refractoriness Associated with Upregulated USP18

Journal of Virology(2021)10.1128/jvi.01777-20

N/A

0DataRank · unranked

12 citations

Ramy El–Diwany, Laura K. Cohen, Kimberly E. Rousseau, Christopher Y. K. Williams, Rebecca T. Veenhuis +6 more

Revealing the impact of social circumstances on the selection of cancer therapy through natural language processing of social work notes

arXiv (Cornell University)(2023)10.48550/arxiv.2306.09877

N/A

0DataRank · unranked

0 citations

Travis Zack, Christopher Y. K. Williams, Atul Janardhan Butte, Madhumita Sushil, Shenghuan Sun

Extracting TNFi Switching Reasons and Trajectories From Real-World Data Using Large Language Models

medRxiv(2025)10.1101/2025.04.14.25325834

N/A

0DataRank · unranked

0 citations

Marie Binvignat, Maxim Bravo, Claire Q Miao, Ahmed M. Alaa, Vivek Ashok Rudrapatna +7 more

Assessment of Large Language Models for Enhancing Diabetologist-Developed Personalized Treatment Plans in Complex Type 2 Diabetes

Figshare(2025)10.2337/figshare.29464577.v1

N/A

0DataRank · unranked

0 citations

Madhumita Sushil, Brenda Y. Miao, Sarah Kim, Umesh Masharani, Gregory Ku +7 more