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Table 8 The F1-score of different lengths of the data collection window at 0 to 5-days prior to AKI events

From: Early prediction of acquiring acute kidney injury for older inpatients using most effective laboratory test results

Prediction Time

1 day

3 days

5 days

AKI Time-0

0.837

0.868

0.875

AKI Time-1

0.814

0.792

0.759

AKI Time-2

0.609

0.664

0.695

AKI Time-3

0.584

0.669

0.654

AKI Time-4

0.583

0.622

0.659

AKI Time-5

0.523

0.648

0.646

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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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