Publications by authors named "Travis Zack"

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Unsupervised Large Language Models to Identify Topics in Cancer Center Patient Portal Messages.
Ji Hyun Chang, Amir Ashraf-Ganjouei, Isabel Friesner, Ryzen Benson, Travis Zack

JCO Clin Cancer Inform· October 2025

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The MI-CLAIM-GEN checklist for generative artificial intelligence in health.
Brenda Y Miao, Irene Y Chen, Christopher Y K Williams, Jaysón Davidson, Augusto Garcia-Agundez, Travis Zack

Nat Med· May 2025

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Understanding contraceptive switching rationales from real world clinical notes using large language models.
Brenda Y Miao, Christopher Y K Williams, Ebenezer Chinedu-Eneh, Travis Zack, Emily Alsentzer

NPJ Digit Med· April 2025

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Investigating CAR-T Treatment Access for Multiple Myeloma Patients Using Real-World Evidence.
Jaysón Davidson, Anupama Kumar, Ayan Patel, Irene Y Chen, Atul J Butte, Travis Zack

medRxiv· April 2025

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Screening Characteristics of Hemoglobin and Mean Corpuscular Volume for Detection of Iron Deficiency in Pregnancy.
Hui Xiao Chao, Travis Zack, Andrew D Leavitt

Obstet Gynecol· January 2025

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Exploring the Social Media Discussion of Breast Cancer Treatment Choices: Quantitative Natural Language Processing Study.
Daphna Y Spiegel, Isabel D Friesner, William Zhang, Travis Zack, Gianna Yan

JMIR Cancer· January 2025

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Revealing the impact of social circumstances on the selection of cancer therapy through natural language processing of social work notes.
Shenghuan Sun, Travis Zack, Christopher Y K Williams, Atul J Butte, Madhumita Sushil

JAMIA Open· December 2024

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Assessing Large Language Models for Oncology Data Inference From Radiology Reports.
Li-Ching Chen, Travis Zack, Arda Demirci, Madhumita Sushil, Brenda Miao

JCO Clin Cancer Inform· December 2024

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A comparative study of large language model-based zero-shot inference and task-specific supervised classification of breast cancer pathology reports.
Madhumita Sushil, Travis Zack, Divneet Mandair, Zhiwei Zheng, Ahmed Wali

J Am Med Inform Assoc· October 2024

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Use of a Large Language Model to Assess Clinical Acuity of Adults in the Emergency Department.
Christopher Y K Williams, Travis Zack, Brenda Y Miao, Madhumita Sushil, Michelle Wang

JAMA Netw Open· May 2024

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Topic modeling on clinical social work notes for exploring social determinants of health factors.
Shenghuan Sun, Travis Zack, Christopher Y K Williams, Madhumita Sushil, Atul J Butte

JAMIA Open· April 2024

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Predictive Modeling of Drug-Related Adverse Events with Real-World Data: A Case Study of Linezolid Hematologic Outcomes.
Anu Patel, Sarah B Doernberg, Travis Zack, Atul J Butte, Kendra K Radtke

Clin Pharmacol Ther· April 2024

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CORAL: Expert-Curated Oncology Reports to Advance Language Model Inference.
Madhumita Sushil, Vanessa E Kennedy, Divneet Mandair, Brenda Y Miao, Travis Zack

NEJM AI· April 2024

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A comparative study of zero-shot inference with large language models and supervised modeling in breast cancer pathology classification.
Madhumita Sushil, Travis Zack, Divneet Mandair, Zhiwei Zheng, Ahmed Wali

Res Sq· February 2024

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Assessing the potential of GPT-4 to perpetuate racial and gender biases in health care: a model evaluation study.
Travis Zack, Eric Lehman, Mirac Suzgun, Jorge A Rodriguez, Leo Anthony Celi

Lancet Digit Health· January 2024

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Introducing a Comprehensive Score of Systemic Anticancer Treatment Relevance.
Travis Zack, Jeremy L Warner

Stud Health Technol Inform· January 2024

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Defining incidence and complications of fibrolamellar liver cancer through tiered computational analysis of clinical data.
Travis Zack, Kurt P Losert, Samantha M Maisel, Jennifer Wild, Amin Yaqubie

NPJ Precis Oncol· March 2023

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A Clinical Reasoning-Encoded Case Library Developed through Natural Language Processing.
Travis Zack, Gurpreet Dhaliwal, Rabih Geha, Mary Margaretten, Sara Murray

J Gen Intern Med· January 2023

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Structural variants shape driver combinations and outcomes in pediatric high-grade glioma.
Frank P B Dubois, Ofer Shapira, Noah F Greenwald, Travis Zack, Jeremiah Wala

Nat Cancer· August 2022

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PPM1D mutations are oncogenic drivers of de novo diffuse midline glioma formation.
Prasidda Khadka, Zachary J Reitman, Sophie Lu, Graham Buchan, Gabrielle Gionet, Travis Zack

Nat Commun· February 2022

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CovidCounties is an interactive real time tracker of the COVID19 pandemic at the level of US counties.
Douglas Arneson, Matthew Elliott, Arman Mosenia, Boris Oskotsky, Samuel Solodar, Travis Zack

Sci Data· November 2020

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CovidCounties - an interactive, real-time tracker of the COVID-19 pandemic at the level of US counties.
Douglas Arneson, Matthew Elliott, Arman Mosenia, Boris Oskotsky, Rohit Vashisht, Travis Zack

medRxiv· May 2020

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Genomic Heterogeneity and Exceptional Response to Dual Pathway Inhibition in Anaplastic Thyroid Cancer.
William J Gibson, Daniel T Ruan, Vera A Paulson, Justine A Barletta, Glenn J Hanna, Travis I Zack

Clin Cancer Res· May 2017

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Copy-number and gene dependency analysis reveals partial copy loss of wild-type SF3B1 as a novel cancer vulnerability.
Brenton R Paolella, William J Gibson, Laura M Urbanski, John A Alberta, Travis I Zack

Elife· February 2017

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Genomic evolution and chemoresistance in germ-cell tumours.
Amaro Taylor-Weiner, Travis Zack, Elizabeth O'Donnell, Jennifer L Guerriero, Brandon Bernard

Nature· November 2016

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