2 papers
cs.CV2026
MedFM-Robust: Benchmarking Robustness of Medical Foundation Models
Xiangxiang Cui, Tianjin Huang, Yifang Wang +2
Medical foundation models have achieved remarkable clinical performance, yet their robustness under real-world perturbations remains underexplored. We present a robustness benchmar…
cs.LG2025
BRIEF: BRain-Inspired network connection search with Extensive temporal feature Fusion enhances disease classification
Xiangxiang Cui, Min Zhao, Dongmei Zhi +3
Existing deep learning models for functional MRI-based classification have limitations in network architecture determination (relying on experience) and feature space fusion (mostl…