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Author

Fan Yang

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Open access Sep 2026

scTransMIL bridges patient-level disease states and single-cell transcriptomics for cancer screening and heterogeneity inference

Single-cell sequencing offers profound insights into tumor complexity. However, reliably linking individual cellular profiles to overall sample-level phenotypes remains computationally challenging, particularly when cell-specific annotations are absent. This disconnect limits the technology’s utility in studying underl...

Zhen-Chao Tang, Fang Wang, Fan Yang et al. · 2 citations
Open access Aug 2026

Dual-channel learning framework for microbe-disease association prediction via subgraph enhanced dynamic weight–calibrated graph convolutional and cross-pooling attention networks

STDCAMDA provides an effective computational framework for prioritizing candidate disease-related microbes and supporting downstream biomedical validation and introduces two strategies: a dynamically weighted fusion classifier that integrates dual-channel features and uses a multi-layer perceptron for prediction, and a...

Jiahao Li, Xiangmin Ji, Xiao-Wen Gao et al. · 0 citations

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