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Tian-Tian Zhang

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#generative ai Oct 2026

Federated Generation and Fusion for Privacy-Preserving Cross-Domain Optic Disc and Cup Segmentation in IoT-Enabled Healthcare

Ocular diseases are a leading cause of permanent blindness worldwide, making early and accessible screening critical for vision preservation. Fundus imaging, increasingly deployed through Internet of Medical Things (IoMT) devices, offers a noninvasive and cost-effective modality for large-scale retinal screening in com...

Yan-Han Hu, Yu-Xin Zhu, Tian-Tian Zhang et al. · IEEE Internet of Things Jour... · 0 citations

Conference Open access Sep 2026

G-SalAlignMamba: Geometry-Aware Vision Mamba for Dual-Modal Salient Object Detection

G-SalAlignMamba is proposed, a geometry-aware framework tailored for dual-modal SOD that introduces Geometry-Aware Encoding with explicit alignment to correct spatial shifts, Semantics-Informed Refinement to prevent signal dilution by prioritizing foregrounds, and Structure-Preserving Decoding that integrates explicit...

Hai-Xiao Gao, Yi-Min Zheng, Meng-Ke Song et al. · Proceedings of the Thirty-Fi... · 0 citations