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Hao-Ran Xi

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Open access Sep 2026

Deep learning-based large-scale pan-cancer multiple biomarkers prediction using RIDGE with pathological images

Molecular profiling tests currently relies significantly on genomics or transcriptomics analysis, leading a prolonged turnaround time and higher costs procedure. This comprehensive pan-cancer study aims to develop a general, weakly supervised, and clinically interpretable deep learning (DL) approach for predictin...

Hao-Ran Xi, Xiao-Bing Feng, Ye Lu et al. · 0 citations

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