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Crowdsourcing reproducible seizure forecasting in human and canine epilepsy
We report the results of an online, open-access seizure forecasting competition using intracranial EEG recordings from canines with naturally occurring epilepsy and human patients undergoing presurgical monitoring. Expand
Detection of Interictal Epileptiform Discharges Using Signal Envelope Distribution Modelling: Application to Epileptic and Non-Epileptic Intracranial Recordings
In this study, we designed a novel and robust detection algorithm that adaptively models statistical distributions of signal envelopes and enables discrimination of signals containing IEDs from signals with background activity. Expand
Crowdsourcing seizure detection: algorithm development and validation on human implanted device recordings
We hosted a kaggle.com competition to crowdsource the development of seizure detection algorithms using intracranial electroencephalography from canines and humans with epilepsy. Expand
Interictal epileptiform activity outside the seizure onset zone impacts cognition
See Kleen and Kirsch (doi:10.1093/awx178) for a scientific commentary on this article.Cognitive deficits are common among epilepsy patients. In these patients, interictal epileptiform discharges,Expand
An open‐source automated platform for three‐dimensional visualization of subdural electrodes using CT‐MRI coregistration
We present a fully automated open‐source application, based on a novel method using postimplant computerized tomography (CT) and postIMplant magnetic resonance (MR) images, for accurately visualizing intracranial electrodes in 3D space. Expand
Collaborating and sharing data in epilepsy research.
Crowd-sourced science, the same that drives innovation in computer science, could easily be mobilized for these tasks, were it not for competition for funding, attribution, and lack of standard data formats and platforms. Expand
A multimodal platform for cloud-based collaborative research
The need for sharing and analyzing large-scale data sets in scientific research has increased significantly over the last decade. Expand
Proceedings of the Sixth Deep Brain Stimulation Think Tank Modulation of Brain Networks and Application of Advanced Neuroimaging, Neurophysiology, and Optogenetics
The annual deep brain stimulation (DBS) Think Tank aims to create an opportunity for a multidisciplinary discussion in the field of neuromodulation to examine developments, opportunities andExpand
A companion to the preclinical common data elements and case report forms for rodent EEG studies. A report of the TASK3 EEG Working Group of the ILAE/AES Joint Translational Task Force
We provide a set of preclinical common data elements (CDEs) and case report forms (CRFs) for recording, analysis, and scoring of animal EEG studies. Expand
Forecasting Seizures Using Intracranial EEG Measures and SVM in Naturally Occurring Canine Epilepsy
Management of drug resistant focal epilepsy would be greatly assisted by a reliable warning system capable of alerting patients prior to seizures to allow the patient to adjust activities orExpand