Research
Research Interests
- Computer Vision
- Medical Imaging
- Generative Modeling
- Differential Privacy
- Representation Learning
- Multimodal Learning
- Fairness of AI
- Climate AI
Ongoing Projects
- Medical Image quality assessment
- Data-efficient medical image segmentation
- Longitudinal breast cancer risk prediction
- Real-time disaster detection and damage assessment (CLIMBS)
- Multimodal generative AI for reliable medical image analysis