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Crowdsourcing reproducible seizure forecasting in human and canine epilepsy
TLDR
An online, open-access seizure forecasting competition using intracranial EEG recordings from canines with naturally occurring epilepsy and human patients undergoing presurgical monitoring wins, with the winning algorithms forecast seizures at rates significantly greater than chance. Expand
Detection of Interictal Epileptiform Discharges Using Signal Envelope Distribution Modelling: Application to Epileptic and Non-Epileptic Intracranial Recordings
Interictal epileptiform discharges (spikes, IEDs) are electrographic markers of epileptic tissue and their quantification is utilized in planning of surgical resection. Visual analysis of long-termExpand
Crowdsourcing seizure detection: algorithm development and validation on human implanted device recordings
TLDR
A crowdsource competition to crowdsource the development of seizure detection algorithms using intracranial electroencephalography from canines and humans with epilepsy, which sets a new reproducible benchmark for personalized seizure detection. Expand
Interictal epileptiform activity outside the seizure onset zone impacts cognition
TLDR
The results suggest that seizure onset regions are dysfunctional at baseline, and support the idea that interictal spikes disrupt cognitive processes related to the underlying tissue. Expand
An open‐source automated platform for three‐dimensional visualization of subdural electrodes using CT‐MRI coregistration
TLDR
A fully automated open‐source application, based on a novel method using postimplant computerized tomography (CT) and postim implant magnetic resonance (MR) images, for accurately visualizing intracranial electrodes in 3D space is presented. Expand
Collaborating and sharing data in epilepsy research.
TLDR
Crowd-sourced science, the same that drives innovation in computer science, could easily be mobilized for Epilepsy research through data sharing and increase collaboration between the international research community. Expand
A multimodal platform for cloud-based collaborative research
TLDR
The current state of the portal infrastructure; its capabilities for fostering collaborative research and data-validation, and the challenges that are inherent to sharing and analyzing datasets using a global collaborative cloud-based platform are highlighted. Expand
Proceedings of the Sixth Deep Brain Stimulation Think Tank Modulation of Brain Networks and Application of Advanced Neuroimaging, Neurophysiology, and Optogenetics
TLDR
This year’s report addresses key issues in implementing advanced neurophysiological techniques, evolving use of novel modulation techniques to deliver DBS, ans improved neuroimaging techniques, and the need to develop databases for DBS indications. Expand
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
TLDR
This companion document accompanies the first set of proposed preclinical EEG CRFs and is intended to clarify the CDEs included in these worksheets, covering video acquisition, electrode information, experimental scheduling, and scoring of EEG activity. Expand
Forecasting Seizures Using Intracranial EEG Measures and SVM in Naturally Occurring Canine Epilepsy
TLDR
Identification of preictal states in continuous long- duration intracranial electroencephalographic recordings of dogs with naturally occurring epilepsy was investigated using a support vector machine (SVM) algorithm, and it is shown that the optimization of feature selection varies for each subject. Expand
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