AiED: Artificial intelligence for the detection of intracranial interictal epileptiform discharges

Machine Learning for detection of Interictal Epileptiform Discharges

(2021) Catarina da Silva Lourenço et al.   CLINICAL NEUROPHYSIOLOGY

Deep learning for robust detection of interictal epileptiform discharges

(2021) David Geng et al.   Journal of Neural Engineering

Criteria for defining interictal epileptiform discharges in EEG

(2020) Mustafa Aykut Kural et al.   NEUROLOGY

Generative adversarial networks

(2020) Ian Goodfellow et al.   COMMUNICATIONS OF THE ACM

Factors correlated with intracranial interictal epileptiform discharges in refractory epilepsy

(2020) Robert J. Quon et al.   EPILEPSIA

Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization

(2019) Ramprasaath R. Selvaraju et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

A fast machine learning approach to facilitate the detection of interictal epileptiform discharges in the scalp electroencephalogram

(2019) Elham Bagheri et al.   JOURNAL OF NEUROSCIENCE METHODS

Interrater Reliability of Experts in Identifying Interictal Epileptiform Discharges in Electroencephalograms

(2019) Jin Jing et al.   JAMA Neurology

A Long Short-Term Memory neural network for the detection of epileptiform spikes and high frequency oscillations

(2019) A. V. Medvedev et al.   Scientific Reports

Deep learning for detection of focal epileptiform discharges from scalp EEG recordings

(2018) Marleen C. Tjepkema-Cloostermans et al.   CLINICAL NEUROPHYSIOLOGY

DeepIED: An epileptic discharge detector for EEG-fMRI based on deep learning

(2018) Yongfu Hao et al.   NeuroImage-Clinical

Detection of Interictal Discharges With Convolutional Neural Networks Using Discrete Ordered Multichannel Intracranial EEG

(2017) Andreas Antoniades et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Interictal spikes and epileptic seizures: their relationship and underlying rhythmicity

(2016) Philippa J. Karoly et al.   BRAIN

Interictal epileptiform discharges impair word recall in multiple brain areas

(2016) Peter C. Horak et al.   EPILEPSIA

Interictal epileptiform discharges induce hippocampal–cortical coupling in temporal lobe epilepsy

(2016) Jennifer N Gelinas et al.   NATURE MEDICINE

Deep learning

(2015) Yann LeCun et al.   NATURE

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Detection of Interictal Epileptiform Discharges Using Signal Envelope Distribution Modelling: Application to Epileptic and Non-Epileptic Intracranial Recordings

(2014) Radek Janca et al.   BRAIN TOPOGRAPHY

EEG interpretation reliability and interpreter confidence: A large single-center study

(2014) Arthur C. Grant et al.   EPILEPSY & BEHAVIOR

Automated volumetry and regional thickness analysis of hippocampal subfields and medial temporal cortical structures in mild cognitive impairment

(2014) Paul A. Yushkevich et al.   HUMAN BRAIN MAPPING

A Self-Adapting System for the Automated Detection of Inter-Ictal Epileptiform Discharges

(2014) Shaun S. Lodder et al.   PLoS One

Intracranially recorded interictal spikes: Relation to seizure onset area and effect of medication and time of day

(2013) Irina I. Goncharova et al.   CLINICAL NEUROPHYSIOLOGY

Hippocampal interictal epileptiform activity disrupts cognition in humans

(2013) J. K. Kleen et al.   NEUROLOGY

Cluster-based spike detection algorithm adapts to interpatient and intrapatient variation in spike morphology

(2012) Antoine Nonclercq et al.   JOURNAL OF NEUROSCIENCE METHODS

High inter-reviewer variability of spike detection on intracranial EEG addressed by an automated multi-channel algorithm

(2011) Daniel T. Barkmeier et al.   CLINICAL NEUROPHYSIOLOGY

Interictal spikes: Harbingers or causes of epilepsy?

(2011) Kevin J. Staley et al.   NEUROSCIENCE LETTERS

An algorithm for real-time detection of spike-wave discharges in rodents

(2010) Alexey Ovchinnikov et al.   JOURNAL OF NEUROSCIENCE METHODS

Computerized epileptiform transient detection in the scalp electroencephalogram: Obstacles to progress and the example of computerized ECG interpretation

(2009) Jonathan J. Halford   CLINICAL NEUROPHYSIOLOGY

Interictal EEG spikes identify the region of electrographic seizure onset in some, but not all, pediatric epilepsy patients

(2009) Eric D. Marsh et al.   EPILEPSIA

Symmetric diffeomorphic image registration with cross-correlation: Evaluating automated labeling of elderly and neurodegenerative brain

(2007) B AVANTS et al.   MEDICAL IMAGE ANALYSIS