Sanjay Bhandari
Find my CV here.
Hi, I am a PhD student at the Kahlert School of Computing at The University of Utah advised by Prof. Shireen Elhabian. I am working at the forefront of medical imaging and its applications through computer vision and AI. My current research focuses on Statistical Shape Analysis and Modelling.
Before joining UofU, I worked at Nepal Applied Mathematics and Informatics Institute for research (NAAMII), supervised by Dr. Binod Bhattarai, Ph.D., where my primary research focus was on OOD detection and mitigating hallucinations in large vision-language models.
news
| May 13, 2025 | Hallucination-Aware Multimodal Benchmark paper early-accepted at Medical Image Computing and Computer Assisted Intervention 2025. |
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| May 13, 2025 | NCDD: Nearest Centroid Distance Deficit for Out-Of-Distribution Detection accepted at Medical Image Understanding and Analysis 2025. |
Selected Publications
- MICCAIHallucination-Aware Multimodal Benchmark for Gastrointestinal Image Analysis with Large Vision-Language Models(Early Accept) Medical Image Computing and Computer Assisted Intervention, 2025
- MIUANCDD: Nearest Centroid Distance Deficit for Out-Of-Distribution Detection in Gastrointestinal VisionMedical Image Understanding and Analysis, 2025
- DEMI WorkshopCross-Task Data Augmentation by Pseudo-label Generation for Region Based Coronary Artery Instance Segmentation2nd MICCAI Workshop on Data Engineering in Medical Imaging, 2024
- DEMI WorkshopTTA-OOD: Test-time Augmentation for Improving Out-of-Distribution Detection in Gastrointestinal Vision2nd MICCAI Workshop on Data Engineering in Medical Imaging, 2024
- PreprintConvnextv2 fusion with mask R-CNN for automatic region based coronary artery stenosis detection for disease diagnosisarXiv preprint, 2023