A two-stage deep learning prediction system for colon cancer microsatellite instability status using CT images.

Front Oncol · 2025 · PMC12832379 · PMID 41602410

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highly significantp <0.01actually significant

Compared to Single CT_Origin+MLP, our proposed model shows highly significant improvements in both AUC (12.5% increase, p <0.01) and ACC (13% increase, p <0.05), validating the value of dual-input fusion (CT_Origin+CT_ROI).

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