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Linrui Han

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Open access Jul 2026

Prediction of acute postoperative protein depletion risk in colon cancer using an in-context learning foundation model: a retrospective cohort study

TabICLv2 integrates demographic, nutritional, and immunological profiles to predict acute postoperative protein depletion with moderate discrimination and may provide adjunctive individualised risk assessment, but prospective multicentre validation is required before routine clinical implementation.

Xin-Ke Cao, Linrui Han, Xin-Quan Zan et al. · 0 citations

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