Milit Patel
I study how health systems shape who survives cancer, and build AI that clinicians can trust.
Researcher with the MIT Laboratory for Computational Physiology and Memorial Sloan Kettering Cancer Center. B.S. in Biochemistry, The University of Texas at Austin.

Selected papers
Publications
2026
Health services research and advocacy in US cancer care: pathways from evidence to implementation
A Persistent Fleet of AI Scientists Exhibits Cooperative and Autopoietic Behavior
Beyond auto-segmentation: the case for planning and dosimetry AI in head and neck radiation oncology
The evolution of non-surgical management in stage III non-small cell lung cancer
Machine learning approach to identify country-specific drivers of global cancer outcomes
Genomic determinants of metastatic burden and survival in metastatic urothelial carcinoma
Corruption as an upstream determinant of global cancer outcomes
Hubris in the age of intelligent medicine—from clinical hierarchies to algorithmic amplification
The physician as a catalyst: Reimagining medical education for an AI era
The Power of Open Health Data: Impact, Representation, and Knowledge Diffusion
A Health Systems Analysis of Global Head and Neck Cancer Outcomes
Machine learning reveals country-specific drivers of global cancer outcomes
AI and human expertise in cancer care — striving for synergy
SAKSHI: A Community-Operated Investigative Platform for Accountability in Clinical AI Deployment
Agents Catching Agents: Shortcut Cascades and Benchmark Gaming in Clinical Multi-Agent Systems
Creativity in Human–AI Systems: A Neurosymbolic Architecture for Constraint Modulation
Centennial Reflections of Academia's 'Publish or Perish' Culture
Before You Build: Seven Misconceptions Health AI Developers Must Confront in Global Public Health
Experience
May 2026
The University of Texas at Austin
B.S. in Biochemistry, Special Departmental Honors
Dean’s Honored Graduate (Top 1%) · Distinction in Research
Thesis: “Case-Informed Computational Navigations of Rare-Variant Tyrosine Kinase Inhibitor Repurposing,” advised by Dr. Jeanne Kowalski-Muegge
Minors: Healthcare Reform & Innovation Business; Statistics & Data Science
University of Texas at Austin
- Student TechnicianDiscovery to ImpactFeb 2026 – Aug 2026
- Undergraduate Teaching Assistant, Undergraduate Course Assistant, TUMS MentorBiology and Chemistry Instructional OfficeAug 2024 – Dec 2025
- Undergraduate Research AssistantDepartment of Information, Risk, and Operations ManagementMay 2025 – Aug 2025
- Supplemental Instruction LeaderSanger Learning CenterJan 2024 – May 2024
- Undergraduate Research AssistantMechanisms Underlying Neurocognitive Aging LabJul 2023 – Dec 2023
- Undergraduate Research AssistantFreshman Research Initiative, Virtual Cures StreamJan 2023 – Dec 2023
- Student AssociateCollege of Natural Sciences Dean's OfficeSep 2022 – Dec 2023
Massachusetts Institute of Technology
- Undergraduate Research AssistantLaboratory for Computational PhysiologySep 2025 – Present
Harvard Medical School + Mass General Hospital
- Undergraduate Research AssistantDepartment of Neuro-OncologyAug 2025 – Jul 2026
MD Anderson Cancer Center
- Undergraduate Research AssistantDepartment of Imaging PhysicsAug 2025 – Oct 2026
- CPRIT-CURE ScholarDepartment of Cancer Systems ImagingJun 2025 – Aug 2025
- InternDepartment of Health Disparities ResearchJun 2024 – Dec 2024
Memorial Sloan Kettering Cancer Center
- Undergraduate Research AssistantDepartment of Radiation OncologyJul 2025 – Present
UViiVE
- Co-Founder & Chief Technology OfficerJun 2025 – Present
National Institutes of Health
- GSoC ContributorDevelopmental Therapeutics BranchJun 2025 – Aug 2025
Ascension Dell Seton Medical Center
- Engagement LeadApr 2025 – May 2026
Dell Medical School
- Student AssociateOffice of Innovation and EntrepreneurshipMar 2025 – May 2026
- Undergraduate Research AssistantDepartment of OncologyJan 2025 – May 2026
- Undergraduate Clinical Research AssistantLivestrong Cancer InstitutesOct 2023 – Oct 2024
- Undergraduate Research AssistantDepartment of NeurologyAug 2023 – Aug 2024
Earlier experience
Hillcroft Medical Clinic
- Medical AssistantHillcroft Medical ClinicJun 2024 – Aug 2024
Acadian Ambulance
- Emergency Medical Technician (EMT)Acadian AmbulanceMay 2024 – Aug 2024
Other Experiences
- TeacherIdea Labs KidsMay 2023 – Aug 2023
- InternTexas Pain CentersMay 2023 – Aug 2023
- InternHouston Regional GastroenterologyJun 2022 – Jul 2022 & May 2023 – Jun 2023
Recognition
Scholarships & Honors
Transpose Award
Y Combinator GStack Hackathon
2026
George H. Mitchell Student Award for Academic Excellence - Grand Prize
UT-Austin
2026
Undergraduate Research Fellowship
UT-Austin Office of Undergraduate Research
2026
Undergraduate Research Travel Scholarship
UT-Austin Office of Undergraduate Research
2024, 2026
Distinguished College Scholars
College of Natural Sciences at UT-Austin
2023, 2024, 2025, 2026
Edward Sibley Lewis, M.D. Endowed Presidential Pre-Medical Merit Scholarship
2024
Invited & General Presentations
UT REAL Health AI Symposium
Oral presentation — A Persistent Fleet of AI Scientists Exhibits Cooperative and Autopoietic Behavior · The University of Texas System
October 7-8, 2026
Global Health Subcommittee
Invited oral presentation — Machine learning reveals country-specific drivers of global cancer outcomes · Association of Residents in Radiation Oncology (ARRO)
September 7, 2026
Academic Salon on Large Models and Intelligent Agents & Medical Big Data Academic Exchange and Datathon
Invited oral presentation · Medical Engineering Professional Committee, Chinese Hospital Association — Beijing, China
June 12, 2026
Gustave Roussy
Oral presentation — Machine learning reveals country-specific drivers of global cancer outcomes
May 21, 2026
American University of Beirut
Oral presentation — Machine learning reveals country-specific drivers of global cancer outcomes
May 20, 2026
Y Combinator GStack Hackathon
Transpose Award Winner · Y Combinator
May 16, 2026
President's Commercial Advisory Board (PCAB)
Inaugural Invited Student Speaker · UT-Austin Office of the President
February 10, 2026; May 12, 2026
CNS Donor Appreciation Event
Invited Student Speaker · UT-Austin College of Natural Sciences
February 21, 2026
Undergraduate Research Panel
Panelist — Undergraduate research experiences and advice for STEM students · UT-Austin College of Natural Sciences
September 17, 2025
Developmental Therapeutics Branch
Oral presentation — Google Summer of Code Project: Machine learning pipelines for clinical cancer genomics analysis · National Cancer Institute
August 15, 2025
Poster Presentations
UT REAL Health AI Symposium
Poster presentations (3) · The University of Texas System
- A Persistent Fleet of AI Scientists Exhibits Cooperative and Autopoietic Behavior
- Combined values alignment and epistemic verification prevent delusional reinforcement in conversational AI agents
- VaaS is a Multi-Layer Hallucination Reduction Pipeline for AI-Assisted Science: Production Validation and Prospective Benchmarking
October 7-8, 2026
American Society of Clinical Oncology (ASCO) Annual Meeting
Poster presentations (4)
- Genomic determinants of metastatic burden and survival in metastatic urothelial carcinoma
- Interpretable machine learning to identify health system levers for survival outcomes of patients with breast cancer
- Interpretable machine learning to identify health system levers for survival outcomes of patients with prostate cancer
- Machine learning approach to identify country-specific drivers of global cancer outcomes
May 30-31, 2026
Case-Informed Computational Navigations of Rare-Variant Tyrosine Kinase Inhibitor Repurposing
UT MD Anderson - UT Austin Collaborative Research Summit
April 9, 2026
Atorvastatin Inhibits B7-H3 Dimerization and Clonogenic Growth in Ovarian Cancer Cell Lines
CPRIT-CURE
August 8, 2025
Insights into rat models for measuring hyperalgesia after withdrawal from opioids
Waggoner Advance & Technology and Science Undergraduate Research Forum
April 15, 2024; April 19, 2024
















