PhD Candidates
Sana Qureshi
Sana builds imaging models that maintain accuracy and fairness across hospitals with different scanners and populations. Her clinical-validation focus fits a medical-AI company navigating regulatory deployment.
Details
- Advisor
- Dr. Marzyeh Ghassemi
- Field
- Medical Imaging AI
- Institution
- University of Toronto
- Skills
- PyTorchMedical Image AnalysisPythonDomain AdaptationClinical ValidationStatistics
- Thesis
- Robust and fair deep learning for multi-site radiology deployment
- Transition Signals
- Internship at a radiology-AI companyCo-authored with hospital partnersPresented at MICCAI clinical-translation workshop