Travis Zack

Career Trajectory

Research Cluster Map

Direct collaborators. Node size = influence, colour = community, dashed = past collaboration.

• Real-World Dose Modifications for FOLFIRINOX in Pancreatic Cancer: Evaluating the Feasibility of A Machine-Learning Framework

  medRxiv · 2026-04-28

• Abstract 2755: Large scale extraction of adverse events by large language models uncovers latent structure of treatment toxicity.

  Cancer Research · 2026-04-03

• Association of mental health disorders and all‐cause mortality for patients with cancer: Large‐scale analysis of University of California Health System Data

  Cancer · 2026-02-23

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

  Cancers · 2026-02-18

• AI for cancer treatment information: Can academia stay in the game?

  Cancer Cell · 2026-01-29

• Large Language Model Predicts Surgeon Recommendations for Imaging and Surgery for Patients Presenting for Knee and Shoulder Complaints With 70% and 81% Accuracy Using Previsit Questionnaire Responses

  Arthroscopy The Journal of Arthroscopic and Related Surgery · 2026-01-01 · 1 citations

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

  JCO Clinical Cancer Informatics · 2026-01-01

• Large language models extract diverse manifestations of chronic GVHD from unstructured clinical documentation

  Blood · 2025-11-03

• Unsupervised Large Language Models to Identify Topics in Cancer Center Patient Portal Messages

  JCO Clinical Cancer Informatics · 2025-10-01 · 2 citations

• Variation in performance status assignment following the interoperability and patient access rule.

  JCO Oncology Practice · 2025-10-01

• Socratic AI: An Adaptive Tutor for Clinical Case Based Learning ^*Preprint

  medRxiv · 2025-06-23 · 1 citations

• Abstract P4-06-05: Telehealth and cancer care delivery: Evaluating the impact of telehealth on patient access and treatment utilization at a comprehensive cancer center using real world data

  Clinical Cancer Research · 2025-06-13

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

  Journal of Clinical Oncology · 2025-05-28

• ER-Reason: A Benchmark Dataset for LLM Clinical Reasoning in the Emergency RoomPreprint

  ArXiv.org · 2025-05-28

• Telehealth and cancer care delivery: An updated real-world analysis of the impact of telehealth on patient access and treatment utilization at a comprehensive cancer center.

  Journal of Clinical Oncology · 2025-05-28 · 1 citations

• Augmenting clinician workflow to enable delivery of guideline concordant cancer care with an LLM-based system.

  Journal of Clinical Oncology · 2025-05-28

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

  npj Digital Medicine · 2025-04-23 · 2 citations

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

  medRxiv · 2025-04-19 · 1 citations

• Medical Large Language Model Benchmarks Should Prioritize Construct ValidityPreprint

  ArXiv.org · 2025-03-12 · 1 citations

• Expertise Is What We WantPreprint

  ArXiv.org · 2025-02-27