Systematic comparison of multi-omics survival models reveals a widespread lack of noise resistance.

In addition, we saw a clear trend of deep learning models underperforming compared to statistical ones in terms of IBS, suggesting that deep learning models tend to be calibrated worse than statistical ones, even when using the same loss function.

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