Lisa Antoniazzi

Methodological Issues in Evaluating Machine Learning Models for EEG Seizure Prediction: Good Cross-Validation Accuracy Does Not Guarantee Generalization to New Patients

Sina Shafiezadeh, Gian Marco Duma, Giovanni Mento et al. · Applied Sciences · 2023 · 29 citations · Full text

Engineering, Machine Learning, Machine Learning Algorithms +23

Investigation of dynamic functional connectivity of the source reconstructed epileptiform discharges in focal epilepsy: A graph theory approach

Gian Marco Duma, Alberto Danieli, Airis Vettorel et al. · Epilepsy Research · 2021 · 17 citations

Brain Organization, Social Sciences, Neurology +16

<scp>Electroencephalographic</scp> microstates as a potential neurophysiological marker differentiating bilateral from unilateral temporal lobe epilepsy

Sara Baldini, Gian Marco Duma, Alberto Danieli et al. · Epilepsia · 2024 · 15 citations

Nocturnal frontal lobe epilepsy in mucopolysaccharidosis

Paolo Bonanni, Anna Volzone, Giovanna Randazzo et al. · Brain and Development · 2014 · 13 citations

Neuropsychology, Neurological Disorder, Neuroanatomy +8

Altered spread of waves of activities at large scale is influenced by cortical thickness organization in temporal lobe epilepsy: a magnetic resonance imaging–high-density electroencephalography study

Gian Marco Duma, Giovanni Pellegrino, Giovanni Rabuffo et al. · Brain Communications · 2023 · 10 citations · Full text