Shuang Hao — Papers on Cortexa

arxivcs.CV2026-07-24

GLI-AL: A Multi-Modal Glioma MRI Label Resource with Unified Anatomy-Lesion Labels

Xingyu Xiang, Shuang Hao, Fan Wang, Jianhua Ma, Chunfeng Lian

Existing BraTS-GLI datasets provide a widely used benchmark for adult glioma MRI segmentation, but their task definition focuses on tumor subregions and does not systematically represent coexisting white matter hyperintensities (WMH). In joint segmentation settings, such unlabele…

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arxivcs.CVcs.AI2026-07-22

Toward Reliable RGB-D Semantic Segmentation: Handling Missing Modalities via Condition Dropout

Xuchen Zhu, Yajuan Wei, Shuang Hao, Jiwei Jiang, Guanxiang Mao, Fang Ren

RGB-D semantic segmentation has achieved remarkable progress, yet most models assume that RGB and depth are always available. In practice, failures or occlusions of surveillance sensors often remove one modality. Although RGB or depth alone can contain sufficient cues, models tra…

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