2 papers
cs.CV2026
Diagnostic-Guided Longitudinal Modeling for Forecasting Retinal Atrophy Progression
Liyin Chen, Nazlee Zebardast, Souvick Mukherjee +4
Stochastic generative models are increasingly used for longitudinal imaging, but their added complexity may provide limited benefit when predictable disease-related change is small…
cs.CV2026
CataractSAM-2: A Domain-Adapted Model for Anterior Segment Surgery Segmentation and Scalable Ground-Truth Annotation
Mohammad Eslami, Dhanvinkumar Ganeshkumar, Saber Kazeminasab +8
We present CataractSAM-2, a domain-adapted extension of Meta's Segment Anything Model 2, designed for real-time semantic segmentation of cataract ophthalmic surgery videos with hig…