About
Building AI clinicians can trust
Research mission
Research
Research areas
My work sits at the intersection of deep learning, computer vision, and clinical healthcare — organized around four pillars of the CARMA AI Lab.
Publications
Selected publications
Full list below — filter by type, or see everything on Google Scholar.
Research Lab
CARMA AI Lab
Clinical AI for Reliable Medical Analytics
The CARMA AI Lab develops reliable AI for high-stakes medical decisions. We audit models the way clinicians audit diagnoses: stress-testing them under distribution shift, explaining their reasoning, and quantifying when they should not be trusted.
Evaluation & Auditing
Generalization
Interpretability
Safety & Uncertainty
Visit the lab website
Teaching
Teaching
Courses taught and teaching appointments.
News
Latest updates
Curriculum Vitae
Experience & education
Appointments
Academic service
Education
Technical skills
Contact
Get in touch
The fastest way to reach me is email. I welcome research collaboration inquiries.