Transformer model on 12-year median clinical histories predicts pancreatic cancer 1-3 years prior with external-validation AUROCs of 0.837, 0.797, and 0.760.
27 Gordon-Dseagu VL, Devesa SS, Goggins M, Stolzenberg-Solomon R
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Digitally enriching a screening population for pancreatic cancer using routine blood-based measures and clinical histories
Transformer model on 12-year median clinical histories predicts pancreatic cancer 1-3 years prior with external-validation AUROCs of 0.837, 0.797, and 0.760.