3 papers
eess.IV2026
Uncertainty-Guided Dual-Domain Learning for Reliable Skin Lesion Segmentation
Duwei Dai, Caixia Dong, Guowei Dai +6
Accurate skin lesion segmentation is vital for dermoscopic Computer-Aided Diagnosis. However, visual ambiguity and morphological irregularity often defeat spatial modeling, necessi…
q-bio.NC2025
Multiscale Causal Geometric Deep Learning for Modeling Brain Structure
Chengzhi Xia, Jianwei Chen, Yixuan Jiang +2
Multimodal MRI offers complementary multi-scale information to characterize the brain structure. However, it remains challenging to effectively integrate multimodal MRI while achie…
cs.CV2025
iMedImage Technical Report
Ran Wei, ZhiXiong Lan, Qing Yan +3
Background: Chromosome karyotype analysis is crucial for diagnosing hereditary diseases, yet detecting structural abnormalities remains challenging. While AI has shown promise in m…