3 papers
cs.CV2025
Bridging the Perception-Cognition Gap:Re-engineering SAM2 with Hilbert-Mamba for Robust VLM-based Medical Diagnosis
Hao Wu, Hui Li, Yiyun Su
Recent studies suggest that Visual Language Models (VLMs) hold great potential for tasks such as automated medical diagnosis. However, processing complex three-dimensional (3D) mul…
q-bio.NC2025
BrainPath: A Biologically-Informed AI Framework for Individualized Aging Brain Generation
Yifan Li, Javad Sohankar, Ji Luo +2
The global population is aging rapidly, and aging is a major risk factor for various diseases. It is an important task to predict how each individual's brain will age, as the brain…
cs.CV2025
CenterMamba-SAM: Center-Prioritized Scanning and Temporal Prototypes for Brain Lesion Segmentation
Yu Tian, Zhongheng Yang, Chenshi Liu +4
Brain lesion segmentation remains challenging due to small, low-contrast lesions, anisotropic sampling, and cross-slice discontinuities. We propose CenterMamba-SAM, an end-to-end f…