Jack Gallifant

Also affiliated with Mass General Brigham

MedicineComputer ScienceBiochemistry, Genetics and Molecular Biology

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 2%percentile

4.1Author DataRank

Indexed papers

6in 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 6 indexed papers 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 →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Peer review of GPT-4 technical report and systems card

PLOS Digital Health(2024)10.1371/journal.pdig.0000417

Top 7%

3.0DataRank

Top 7%99 citations

Amelia Fiske, Yulia A. Strekalova, Juan Sebastian Osorio-Valencia, Rachael Parke, Rogers Mwavu +8 more

Papers

Driven by 29 papers — median percentile 42. Top paper: “Peer review of GPT-4 technical report and systems card”.

Peer review of GPT-4 technical report and systems card

PLOS Digital Health(2024)10.1371/journal.pdig.0000417

Top 7%

3.0DataRank

Top 7%99 citations

Amelia Fiske, Yulia A. Strekalova, Juan Sebastian Osorio-Valencia, Rachael Parke, Rogers Mwavu +8 more

When helpfulness backfires: LLMs and the risk of false medical information due to sycophantic behavior

npj Digital Medicine(2025)10.1038/s41746-025-02008-z

N/A

2.7DataRank · unranked

65 citations

Mingye Gao, Kuleen Sasse, Thomas Hartvigsen, Brian Anthony, Lizhou Fan +4 more

WorldMedQA-V: a multilingual, multimodal medical examination dataset for multimodal language models evaluation

Research Publications (Maastricht University)(2025)10.18653/v1/2025.findings-naacl.402

Top 52%

0.329DataRank

Top 52%5 citations

Shan Chen, Siena Kathleen V. Placino, Yingya Li, Juan Carlos Pardo, Daphna Idan +11 more

BOLD: Blood-gas and Oximetry Linked Dataset

Scientific Data(2024)10.1038/s41597-024-03225-z

Top 53%

0.324DataRank

Top 53%6 citations

Tristan Struja, Jack Gallifant, Luis Filipe Nakayama, Marie‐Laure Charpignon, Xiaoli Liu +8 more

The TRIPOD-LLM reporting guideline for studies using large language models: a Korean translation

Ewha Medical Journal(2025)10.12771/emj.2025.00661

Top 62%

0.224DataRank

Top 62%2 citations

Majid Afshar, Saleem Ameen, Yindalon Aphinyanaphongs, Shan Chen, Giovanni Cacciamani +20 more

WorldMedQA-V: a multilingual, multimodal medical examination dataset for multimodal language models evaluation

arXiv (Cornell University)(2024)10.48550/arxiv.2410.12722

Top 65%

0.206DataRank

Top 65%2 citations

Shan Chen, Siena Kathleen V. Placino, Yingya Li, Juan Carlos Pardo, Daphna Idan +11 more

The effect of using a large language model to respond to patient messages

The Lancet Digital Health(2024)10.1016/s2589-7500(24)00060-8

N/A

0DataRank · unranked

129 citations

Marco Guevara-Vega, Shalini Moningi, Frank Hoebers, Hesham Elhalawani, Benjamin H. Kann +12 more

Ethical debates amidst flawed healthcare artificial intelligence metrics

npj Digital Medicine(2024)10.1038/s41746-024-01242-1

N/A

0DataRank · unranked

10 citations

Danielle S. Bitterman, Leo Anthony Celi, Judy Wawira Gichoya, João N. Matos, Liam G. McCoy +2 more

A Clinician’s Guide to Understanding Bias in Critical Clinical Prediction Models

Critical Care Clinics(2024)10.1016/j.ccc.2024.05.011

N/A

0DataRank · unranked

7 citations

Jack Gallifant, Anand Chowdhury, Nicoleta Economou-Zavlanos, Marie‐Laure Charpignon, Judy Wawira Gichoya +5 more

Navigating the Complexities of Artificial Intelligence–Enabled Real-World Data Collection for Oncology Pharmacovigilance

JCO Clinical Cancer Informatics(2024)10.1200/cci.24.00051

N/A

0DataRank · unranked

7 citations

Leo Anthony Celi, Elad Sharon, Danielle S. Bitterman, Jack Gallifant

Delivering on NIH data sharing requirements: avoiding Open Data in Appearance Only

BMJ Health & Care Informatics(2023)10.1136/bmjhci-2023-100771

N/A

0DataRank · unranked

17 citations

Jack Gallifant, Yuan Lai, Alexander P Radunsky, Cleva Villanueva, Nicole Martinez‐Martin +4 more

Language Models are Surprisingly Fragile to Drug Names in Biomedical Benchmarks

PubMed(2024)10.18653/v1/2024.findings-emnlp.726

N/A

0DataRank · unranked

16 citations

Shan Chen, Pedro Moreira, Nikolaj Munch, Mingye Gao, Jackson Pond +5 more

Cross-Care: Assessing the Healthcare Implications of Pre-training Data on Language Model Bias

PubMed(2024)10.52202/079017-0749

N/A

0DataRank · unranked

9 citations

Jack Gallifant, Mingye Gao, Pedro Moreira, Nikolaj Munch, Ajay Muthukkumar +10 more

Simulated patient systems powered by large language model-based AI agents offer potential for transforming medical education

arXiv (Cornell University)(2024)10.48550/arxiv.2409.18924

N/A

0DataRank · unranked

7 citations

Jiayan Zhou, Lingyao Li, Shan Chen, Jack Gallifant, Shi, Anye +20 more

Artificial intelligence for mechanical ventilation: systematic review of design, reporting standards, and bias

British Journal of Anaesthesia(2021)10.1016/j.bja.2021.09.025

N/A

0DataRank · unranked

74 citations

Joe Zhang, M.D.P. Arias Lopez, Tingting Zhu, Luigi Camporota, Leo Anthony Celi +2 more

Does diversity beget diversity? A scientometric analysis of over 150,000 studies and 49,000 authors published in high-impact medical journals between 2007 and 2022

medRxiv(2024)10.1101/2024.03.21.24304695

N/A

0DataRank · unranked

4 citations

João Matos, Luis Filipe Nakayama, Jack Gallifant, Pia Gabrielle I. Alfonso, Marisa Cobanaj +10 more

Seeds of Stereotypes: A Large-Scale Textual Analysis of Race and Gender Associations with Diseases in Online Sources

arXiv (Cornell University)(2024)10.48550/arxiv.2405.05049

N/A

0DataRank · unranked

2 citations

Nikolaj Andersen, Jack Gallifant, Liam G. McCoy, James K Stone, Nura Izath +5 more

Language Models are Surprisingly Fragile to Drug Names in Biomedical Benchmarks

Research Publications (Maastricht University)(2024)10.48550/arxiv.2406.12066

N/A

0DataRank · unranked

1 citations

Shan Chen, Pedro Moreira, Nikolaj Munch, Mingye Gao, Jackson Pond +5 more

The use of large language models to enhance cancer clinical trial educational materials

arXiv (Cornell University)(2024)10.48550/arxiv.2412.01955

N/A

0DataRank · unranked

1 citations

Varshney, Aman, Shan Chen, Vikram Goddla, Jack Gallifant, Patrick Doyle +13 more

Improving Clinical NLP Performance through Language Model-Generated Synthetic Clinical Data

arXiv (Cornell University)(2024)10.48550/arxiv.2403.19511

N/A

0DataRank · unranked

0 citations

Jack Gallifant, Marco Guevara, Yanjun Gao, Majid Afshar, Timothy A. Miller +3 more

ACES: Automatic Cohort Extraction System for Event-Stream Datasets

arXiv (Cornell University)(2024)10.48550/arxiv.2406.19653

N/A

0DataRank · unranked

0 citations

Jack Gallifant, Alistair E. W. Johnson, Matthew B.A. McDermott, Justin Xu

Wait, but Tylenol is Acetaminophen... Investigating and Improving Language Models' Ability to Resist Requests for Misinformation

arXiv (Cornell University)(2024)10.48550/arxiv.2409.20385

N/A

0DataRank · unranked

0 citations

Mingye Gao, Kuleen Sasse, Thomas Hartvigsen, Brian Anthony, Lizhou Fan +4 more

The TRIPOD-LLM reporting guideline for studies using large language models

Nature Medicine(2025)10.1038/s41591-024-03425-5

N/A

0DataRank · unranked

389 citations

Majid Afshar, Saleem Ameen, Yindalon Aphinyanaphongs, Shan Chen, Giovanni Cacciamani +20 more

Disparity dashboards: an evaluation of the literature and framework for health equity improvement

The Lancet Digital Health(2023)10.1016/s2589-7500(23)00150-4

N/A

0DataRank · unranked

38 citations

Emmett A. Kistler, Luis Filipe Nakayama, Chloe Zera, Sunil Kripalani, Adelline Ntatin +5 more

Preventing unrestricted and unmonitored AI experimentation in healthcare through transparency and accountability

npj Digital Medicine(2025)10.1038/s41746-025-01443-2

N/A

0DataRank · unranked

31 citations

Danielle S. Bitterman, Jack Gallifant, Donnella S. Comeau

Simulated patient systems powered by large language model-based AI agents offer potential for transforming medical education

Communications Medicine(2025)10.1038/s43856-025-01283-x

N/A

0DataRank · unranked

23 citations

Jiayan Zhou, Lingyao Li, Shan Chen, Jack Gallifant, Anye Shi +21 more

From quality improvement to equality improvement projects: A scoping review and framework

iScience(2023)10.1016/j.isci.2023.107924

N/A

0DataRank · unranked

14 citations

Molly Griffin, Robin Pierce, Leo Anthony Celi, Jack Gallifant

An interactive dashboard to track themes, development maturity, and global equity in clinical artificial intelligence research

The Lancet Digital Health(2022)10.1016/s2589-7500(22)00032-2

N/A

0DataRank · unranked

52 citations

Stephen Whebell, Jack Gallifant, Sanjay Budhdeo, Heather Mattie, Piyawat Lertvittayakumjorn +7 more

BOLD: Blood-gas and Oximetry Linked Dataset – Open Source Research

medRxiv(2023)10.1101/2023.10.03.23296485

Top 100%

0DataRank

Top 100%0 citations

Tristan Struja, Jack Gallifant, Luis Filipe Nakayama, Marie‐Laure Charpignon, Xiaoli Liu +8 more

Jack Gallifant

Indexed papers

Top data-sharing exemplar

Papers