AAMS Neurology & Neurosciences · Vol. 7 · Issue 3 · 2026-03-01
Machine Learning for Seizure Prediction in Drug-Resistant Epilepsy
Kowalski R, Hayashi T, Mansoor KA
Medical University of Gdańsk, Gdańsk, Poland; National Center of Neurology and Psychiatry, Tokyo, Japan; King Edward Medical University, Lahore, Pakistan
Abstract
Prospective multicenter study validating a machine learning algorithm for patient-specific seizure prediction using continuous EEG and wearable biosensor data in 340 patients.
Keywords: seizure prediction, machine learning, drug-resistant epilepsy, EEG, wearable devices
Full Text
Prospective multicenter study validating a machine learning algorithm for patient-specific seizure prediction using continuous EEG and wearable biosensor data in 340 patients.
This article is published open access by AAMS Neurology & Neurosciences. The complete peer-reviewed text can be read on the journal page.
Author Citation Metrics
- Kowalski R — Citations: 4883 · h-index: 36 · i10-index: 104 · ORCID 0000-0002-8558-0782
- Hayashi T — Citations: 31708 · h-index: 98 · i10-index: 331
Metrics are sourced from public bibliometric records (OpenAlex) and each author's Google Scholar profile.