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Choice of prediction task: Prediction of cancer is more difficult for larger prediction intervals, the time interval within which cancer is predicted to occur after assessment (Transformer model, all data). We reported prediction performance for the 36-month prediction interval (orange in g and h) in the above panels (a-f), as this is a reasonable choice for design of a surveillance program in clinical practice.
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