3 papers
eess.IV2026
Graph-Based Multi-Modal Light-weight Network for Adaptive Brain Tumor Segmentation
Guohao Huo, Ruiting Dai, Zitong Wang +2
Multi-modal brain tumor segmentation remains challenging for practical deployment due to the high computational costs of mainstream models. In this work, we propose GMLN-BTS, a Gra…
cs.CV2025
SAMba-UNet: SAM2-Mamba UNet for Cardiac MRI in Medical Robotic Perception
Guohao Huo, Ruiting Dai, Ling Shao +1
To address complex pathological feature extraction in automated cardiac MRI segmentation, we propose SAMba-UNet, a novel dual-encoder architecture that synergistically combines the…
cs.CV2025
DMS-Net:Dual-Modal Multi-Scale Siamese Network for Binocular Fundus Image Classification
Guohao Huo, Zibo Lin, Zitong Wang +2
Ophthalmic diseases pose a significant global health burden. However, traditional diagnostic methods and existing monocular image-based deep learning approaches often overlook the…