Hi, I’m Rabeya!
Postdoctoral Scholar · Stanford University
Ph.D. in Computer Science, University of Kentucky
Research
I am currently working on multimodal and multitask foundation models for cancer detection and surgical video analysis. My research interests span medical image and video segmentation, MRI and ultrasound analysis, foundation models, generative and causal machine learning, multimodal learning, large language models, reinforcement learning, AI agents, spatial and single-cell omics, and trustworthy AI. My goal is to develop clinically meaningful, interpretable, fair, and reliable AI methods for real-world biomedical and healthcare applications.
News
- New Selected as a Mentor at Women in Machine Learning (WiML).
- New Started as a Postdoctoral Scholar at Stanford University.
- New Completed Ph.D. in Computer Science from the University of Kentucky.
- New [July 2026] Paper published at Computational and Structural Biotechnology Journal.
- New [April 2026] Paper published at Neurocomputing.
- New [March 2026] Selected as a Student Awardee and attended the NAIRR 2026 Annual Meeting, hosted by the NSF.
- New [December 2025] Paper accepted at Journal of Biomedical Informatics.
- [September 2025] Paper accepted at Biomedical Optics Express.
- [June 2025] Selected for the KDD 2025 Student Travel Grant Award.
- [May 2025] Accepted paper at KDD 2025 (Oral + Poster), CausalGeD: Blending Causality and Diffusion for Spatial Gene Expression Generation.
- [Jan 2025] Started working as a Graduate Teaching Assistant of CS at University of Kentucky.
- [Jan 2024] Manuscript published in the Journal of Applied Clinical Medical Physics.