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Generalization or mirage? Data leakage and reported performance in neonatal EEG seizure detection models: a

Geletaw Sahle Tegenaw1, Hailin Song2, Tomas Ward2

  • 1Insight Research Ireland Centre for Data Analytics, Dublin City University, Dublin, Ireland. geletawsahle.tegenaw@dcu.ie.

Biodata Mining
|January 8, 2026
PubMed
Abstract

No abstract available in PubMed .

Keywords:
Biomedical AIData leakageDeep learningEEGGeneralizabilityMachine learningMirage metricsModel validationNeonatal seizure detectionPLS-SEM

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