Author

Ana M. Torres

2 papers indexed here

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Aug 2026

Machine-based classification of epileptiform activity in selected EEG excerpts from genetic generalised epilepsy.

OBJECTIVES To evaluate whether the deep learning model IGENet-TS, a time-domain convolutional neural network (CNN), can classify expert-selected EEG excerpts containing visible generalised epileptiform activity from genetic generalised epilepsy (GGE) versus normal healthy-control excerpts, and whether this selected-exc...

J. M. Escobar-Montalvo, Ana M. Torres, F. Escobar-Ipuz et al. · Neurophysiologie clinique · 0 citations

Review Sep 2026

Artificial intelligence in epilepsy diagnosis: Clinical readiness, failure modes, and standards for Implementation.

Epilepsy diagnosis is not a single classification task but a sequence of clinically consequential decisions: whether a paroxysmal event is epileptic, whether the patient meets the definition of epilepsy, how seizures and epilepsy should be classified, and what etiology or epileptogenic network explains the disorder. Ar...

J. M. Escobar-Montalvo, Ana M. Torres, F. Escobar-Ipuz et al. · Seizure · 0 citations