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Fig 1.

Local work flow.

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Fig 2.

Flowchart of selection procedure.

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Table 1.

Most important predictors resulting from penalized regression.

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Table 1 Expand

Fig 3.

ROC curve including pre-, intra- and postoperative data.

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Fig 4.

AUPRC including pre-, intra- and postoperative data.

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Fig 4 Expand