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Author

Heqin Zhu

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Preprint Sep 2026

LASSNet: Level-Aware Availability-Conditioned Spatial-Semantic Fusion for Brain Tumor Segmentation with Missing MRI Modalities

Brain tumor segmentation from multimodal MRI relies on complementary evidence across four imaging sequences, yet one or more modalities may be unavailable because of acquisition cost, protocol variation, scan failure, or patient condition. Existing work has explored reconstruction, knowledge transfer, and direct featur...

Hao-Bin Chen, Ao Chang, Run-Dong Wang et al. · 0 citations
Open access Aug 2026

NACraft: Programmatic nucleic-acid aptamer design via all-atom structure-model feedback

NACraft, a training-free and programmatic framework for all-atom nucleic-acid aptamer design based on backpropagation through structure-model feedback, is presented, demonstrating the effectiveness and versatility of NACraft and extending structure-model hallucination toward programmatic nucleic-acid aptamer design.

He-Qin Zhu, Jiaqi Wang, Wei-Bo Zhao et al. · 0 citations

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