3 papers
cs.CV2025
MedMoE: Modality-Specialized Mixture of Experts for Medical Vision-Language Understanding
Shivang Chopra, Gabriela Sanchez-Rodriguez, Lingchao Mao +3
Different medical imaging modalities capture diagnostic information at varying spatial resolutions, from coarse global patterns to fine-grained localized structures. However, most…
cs.LG2025
SmoothSegNet: A Global-Local Framework for Liver Tumor Segmentation with Clinical KnowledgeInformed Label Smoothing
Hairong Wang, Lingchao Mao, Zihan Zhang +1
Liver cancer is a leading cause of mortality worldwide, and accurate Computed Tomography (CT)-based tumor segmentation is essential for diagnosis and treatment. Manual delineation…
cs.LG2024
Supervised Multi-Modal Fission Learning
Lingchao Mao, Qi wang, Yi Su +2
Learning from multimodal datasets can leverage complementary information and improve performance in prediction tasks. A commonly used strategy to account for feature correlations i…