AUROC and AUPRC scores for all subjects.

<p>Individual AUROC and AUPRC scores are demonstrated on a per subject basis for all subjects who had seizures. There is no apparent clustering of subjects, and in general, performance AUROC and AUPRC appear correlated. Of note, only subjects who contained seizures were included in this analys...

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التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Jonathan Kim (2601136) (author)
مؤلفون آخرون:	Edilberto Amorim (12368915) (author), Vikram R. Rao (21702554) (author), Hannah C. Glass (21702557) (author), Danilo Bernardo (21702560) (author)
منشور في:	2025
الموضوعات:	Microbiology Physiology Pharmacology Space Science Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified xlink "> strategies term static predictions preictal state classification investigated quantitative electroencephalography identifying convolutional lstm higher temporal resolution false detection rate benchmarked current state based deep learning acute postnatal period 132 neonates containing 1 &# 8211 seizure occurrence periods seizure alarm system identified optimal performance expected calibration error seizure prediction horizons horizon seizure prediction series dl methods assessed convlstm performance seizure prediction strongest performance model calibration typically focused remains unexplored findings establish eeg data 68 events 281 hours
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AUROC and AUPRC scores for all subjects.

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