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cs.CV2026
LightVesselNet: An Ultra-Lightweight Sub-100K Parameter Network for Retinal Blood Vessel Segmentation
Shadman Sobhan, Farhana Jalil
Retinal blood vessel segmentation plays a vital role in the early detection of diabetic retinopathy and glaucoma. While recent deep learning models have achieved great segmentation…
cs.CV2025
MedPrompt: LLM-CNN Fusion with Weight Routing for Medical Image Segmentation and Classification
Shadman Sobhan, Kazi Abrar Mahmud, Abduz Zami
Current medical image analysis systems are typically task-specific, requiring separate models for classification and segmentation, and lack the flexibility to support user-defined…