Travis Zack

Also affiliated with University of California, San Francisco, The Open Group, Clinical Insights, UCSF Helen Diller Family Comprehensive Cancer Center, University of San Francisco

Biochemistry, Genetics and Molecular BiologyMedicineComputer Science

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

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 34 papers. Top paper: “CORAL: Expert-Curated Oncology Reports to Advance Language Model Inference”.

CORAL: Expert-Curated Oncology Reports to Advance Language Model Inference

NEJM AI(2024)10.1056/aidbp2300110

N/A

2.5DataRank · unranked

56 citations

Vanessa E. Kennedy, Divneet Mandair, Brenda Y. Miao, Travis Zack, Atul Janardhan Butte +1 more

A comparative study of large language model-based zero-shot inference and task-specific supervised classification of breast cancer pathology reports

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocae146

N/A

1.7DataRank · unranked

42 citations

Travis Zack, Divneet Mandair, Zhiwei Zheng, Ahmed Wali, Yan-Ning Yu +4 more

PPM1D mutations are oncogenic drivers of de novo diffuse midline glioma formation

Nature Communications(2022)10.1038/s41467-022-28198-8

N/A

1.3DataRank · unranked

58 citations

Zachary J. Reitman, Sophie D. Lu, Graham Buchan, Gabrielle Gionet, Frank Dubois +51 more

CovidCounties is an interactive real time tracker of the COVID19 pandemic at the level of US counties

Scientific Data(2020)10.1038/s41597-020-00731-8

N/A

1.2DataRank · unranked

19 citations

Matthew Elliott, Arman Mosenia, Boris Oskotsky, Samuel Solodar, Rohit Vashisht +5 more

Structural variants shape driver combinations and outcomes in pediatric high-grade glioma

Nature Cancer(2022)10.1038/s43018-022-00403-z

N/A

1.1DataRank · unranked

48 citations

Ofer Shapira, Noah F. Greenwald, Travis Zack, Jeremiah A. Wala, Jessica W. Tsai +35 more

Assessing the potential of GPT-4 to perpetuate racial and gender biases in health care: a model evaluation study

The Lancet Digital Health(2024)10.1016/s2589-7500(23)00225-x

N/A

0.909DataRank · unranked

427 citations

Eric Lehman, Mirac Suzgun, Jorge A. Rodriguez, Leo Anthony Celi, Judy Gichoya +9 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

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

0.694DataRank · unranked

101 citations

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

A comparative study of zero-shot inference with large language models and supervised modeling in breast cancer pathology classification

Research Square(2024)10.21203/rs.3.rs-3914899/v1

N/A

0.663DataRank · unranked

11 citations

Travis Zack, Divneet Mandair, Zhiwei Zheng, Ahmed Wali, Yan-Ning Yu +3 more

Coding Inequity: Assessing GPT-4’s Potential for Perpetuating Racial and Gender Biases in Healthcare

medRxiv(2023)10.1101/2023.07.13.23292577

N/A

0.515DataRank · unranked

30 citations

Eric Lehman, Mirac Suzgun, Jorge A. Rodriguez, Leo Anthony Celi, Judy Gichoya +9 more

Defining incidence and complications of fibrolamellar liver cancer through tiered computational analysis of clinical data

npj Precision Oncology(2023)10.1038/s41698-023-00371-2

N/A

0.453DataRank · unranked

16 citations

Kurt P. Losert, Samantha M. Maisel, Jennifer Wild, Amin Yaqubie, Michael Herman +9 more

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

Assessing Large Language Models for Oncology Data Inference From Radiology Reports

JCO Clinical Cancer Informatics(2024)10.1200/cci.24.00126

N/A

0.312DataRank · unranked

7 citations

Travis Zack, Arda Demirci, Madhumita Sushil, Brenda Y. Miao, Corynn Kasap +4 more

Generation of guideline-based clinical decision trees in oncology using large language models

medRxiv(2024)10.1101/2024.03.04.24303737

N/A

0.300DataRank · unranked

4 citations

Eduardo Rodriguez Almaraz, Amir Ashraf Ganjouei, Arvind Suresh, Travis Zack, Maxim Bravo +6 more

A comparative study of zero-shot inference with large language models and supervised modeling in breast cancer pathology classification

arXiv (Cornell University)(2024)10.48550/arxiv.2401.13887

N/A

0.276DataRank · unranked

3 citations

Travis Zack, Divneet Mandair, Zhiwei Zheng, Ahmed Wali, Yan-Ning Yu +3 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

Constructing adverse event timelines for patients receiving CAR-T therapy using large language models.

Journal of Clinical Oncology(2024)10.1200/jco.2024.42.16_suppl.2555

N/A

0.260DataRank · unranked

3 citations

Arvind Suresh, Travis Zack, Jeffrey Lee Wolf, Brenda Y. Miao, Christopher K. I. Williams +3 more

CovidCounties - an interactive, real-time tracker of the COVID-19 pandemic at the level of US counties

medRxiv(2020)10.1101/2020.04.28.20083279

N/A

0.224DataRank · unranked

2 citations

Matthew Elliott, Arman Mosenia, Boris Oskotsky, Rohit Vashisht, Travis Zack +4 more

Assessing Large Language Models for Oncology Data Inference from Radiology Reports

medRxiv(2024)10.1101/2024.05.23.24307579

N/A

0.165DataRank · unranked

2 citations

Travis Zack, Arda Demirci, Madhumita Sushil, Corynn Kasap, Eric A. Collisson +4 more

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

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

Investigating CAR-T Treatment Access for Multiple Myeloma Patients Using Real-World Evidence

medRxiv(2025)10.1101/2025.04.16.25325784

N/A

0.104DataRank · unranked

1 citations

Anupama Kumar, Ayan Patel, Irene Y. Chen, Atul Janardhan Butte, Travis Zack +2 more

Topic Modeling on Clinical Social Work Notes for Exploring Social Determinants of Health Factors

arXiv (Cornell University)(2022)10.48550/arxiv.2212.01462

N/A

0.104DataRank · unranked

1 citations

Travis Zack, Madhumita Sushil, Atul Janardhan Butte, Shenghuan Sun

Multiplatform Analysis of 12 Cancer Types Reveals Molecular Classification within and across Tissues of Origin

UNC Libraries(2020)10.17615/3e2x-wy62

N/A

0DataRank · unranked

0 citations

David A. Wheeler, Zhong Chen, Lynda Chin, Todd Pihl, Tai Hsien Ou Yang +95 more

Comprehensive Molecular Portraits of Invasive Lobular Breast Cancer

UNC Libraries(2020)10.17615/s3ab-0w32

N/A

0DataRank · unranked

0 citations

Gordon B. Mills, Nilsa C. Ramirez, Andrew J. Mungall, Hailei Zhang, Nikolaus Schultz +95 more

Prospective validation of machine learning-based approaches to predict potentially preventable emergency visits and hospitalizations.

JCO Oncology Practice(2023)10.1200/op.2023.19.11_suppl.404

N/A

0DataRank · unranked

0 citations

Kevin C. Miao, Justice Dahle, Travis Zack, Jean Feng, Sasha Yousefi +7 more

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

JAMIA Open(2024)10.1093/jamiaopen/ooad112

N/A

0DataRank · unranked

26 citations

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

Defining incidence and complications of fibrolamellar liver cancer through tiered computational analysis of multiple clinical data types.

Research Square(2022)10.21203/rs.3.rs-2082118/v1

N/A

0DataRank · unranked

0 citations

Travis Zack, Jennifer Wild, Samantha Maisel, Amin Yaqubie, Jennifer J. Knox +7 more

Predictive Modeling of Drug‐Related Adverse Events with Real‐World Data: A Case Study of Linezolid Hematologic Outcomes

Clinical Pharmacology & Therapeutics(2024)10.1002/cpt.3201

N/A

0DataRank · unranked

7 citations

Sarah B. Doernberg, Travis Zack, Atul Janardhan Butte, Kendra K. Radtke, Anu Patel

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

Real-world predictors of adverse clinical outcomes in pancreatic cancer using a machine-learning framework.

Journal of Clinical Oncology(2025)10.1200/jco.2025.43.16_suppl.4186

N/A

0DataRank · unranked

0 citations

Travis Zack, Atul Janardhan Butte, Akanksha Dua

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

RWD92 Disparities Associated With CAR-T Therapy Access for Multiple Myeloma Patients

Value in Health(2024)10.1016/j.jval.2024.10.3650

N/A

0DataRank · unranked

0 citations

I. Chen, Travis Zack, Atul Janardhan Butte, J. Davidson

Exploring the Past and Current Landscape of Biomarker-Driven Clinical Trials Through Large Language Models

JCO Clinical Cancer Informatics(2026)10.1200/cci-25-00028

N/A

0DataRank · unranked

0 citations

Evan Passalacqua, Erik L. Bao, Travis Zack, Brenda Y. Miao, Atul Janardhan Butte +1 more