Intracerebral EEG Artifact Identification Using Convolutional Neural Networks von Nejedly, Petr, Cimbalnik, Jan, Klimes, Petr, Plesinger, Filip, Halamek, Josef, Kremen, Vaclav, Viscor, Ivo, Brinkmann, Benjamin H., Pail, Martin, Brazdil, Milan, Worrell, Gregory, Jurak, Pavel

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Thalamic deep brain stimulation modulates cycles of seizure risk in epilepsy von Gregg, Nicholas M., Sladky, Vladimir, Nejedly, Petr, Mivalt, Filip, Kim, Inyong, Balzekas, Irena, Sturges, Beverly K., Crowe, Chelsea, Patterson, Edward E., Van Gompel, Jamie J., Lundstrom, Brian N., Leyde, Kent, Denison, Timothy J., Brinkmann, Benjamin H., Kremen, Vaclav, Worrell, Gregory A.

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Multi-feature localization of epileptic foci from interictal, intracranial EEG von Cimbalnik, Jan, Klimes, Petr, Sladky, Vladimir, Nejedly, Petr, Jurak, Pavel, Pail, Martin, Roman, Robert, Daniel, Pavel, Guragain, Hari, Brinkmann, Benjamin, Brazdil, Milan, Worrell, Greg

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QRS detection and classification in Holter ECG data in one inference step von Ivora, Adam, Viscor, Ivo, Nejedly, Petr, Smisek, Radovan, Koscova, Zuzana, Bulkova, Veronika, Halamek, Josef, Jurak, Pavel, Plesinger, Filip

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Utilization of temporal autoencoder for semi-supervised intracranial EEG clustering and classification von Nejedly, Petr, Kremen, Vaclav, Lepkova, Kamila, Mivalt, Filip, Sladky, Vladimir, Pridalova, Tereza, Plesinger, Filip, Jurak, Pavel, Pail, Martin, Brazdil, Milan, Klimes, Petr, Worrell, Gregory

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Independent dynamics of low, intermediate, and high frequency spectral intracranial EEG activities during human memory formation von Marks, Victoria S., Saboo, Krishnakant V., Topçu, Çağdaş, Lech, Michal, Thayib, Theodore P., Nejedly, Petr, Kremen, Vaclav, Worrell, Gregory A., Kucewicz, Michal T.

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Epilepsy Personal Assistant Device-A Mobile Platform for Brain State, Dense Behavioral and Physiology Tracking and Controlling Adaptive Stimulation von Pal Attia, Tal, Crepeau, Daniel, Kremen, Vaclav, Nasseri, Mona, Guragain, Hari, Steele, Steven W, Sladky, Vladimir, Nejedly, Petr, Mivalt, Filip, Herron, Jeffrey A, Stead, Matt, Denison, Timothy, Worrell, Gregory A, Brinkmann, Benjamin H

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Multicenter intracranial EEG dataset for classification of graphoelements and artifactual signals von Nejedly, Petr, Kremen, Vaclav, Sladky, Vladimir, Cimbalnik, Jan, Klimes, Petr, Plesinger, Filip, Mivalt, Filip, Travnicek, Vojtech, Viscor, Ivo, Pail, Martin, Halamek, Josef, Brinkmann, Benjamin H., Brazdil, Milan, Jurak, Pavel, Worrell, Gregory

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Integrating Brain Implants With Local and Distributed Computing Devices: A Next Generation Epilepsy Management System von Kremen, Vaclav, Brinkmann, Benjamin H., Kim, Inyong, Guragain, Hari, Nasseri, Mona, Magee, Abigail L., Pal Attia, Tal, Nejedly, Petr, Sladky, Vladimir, Nelson, Nathanial, Chang, Su-Youne, Herron, Jeffrey A., Adamski, Tom, Baldassano, Steven, Cimbalnik, Jan, Vasoli, Vince, Fehrmann, Elizabeth, Chouinard, Tom, Patterson, Edward E., Litt, Brian, Stead, Matt, Van Gompel, Jamie, Sturges, Beverly K., Jo, Hang Joon, Crowe, Chelsea M., Denison, Timothy, Worrell, Gregory A.

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Invasive Electrophysiology for Circuit Discovery and Study of Comorbid Psychiatric Disorders in Patients With Epilepsy: Challenges, Opportunities, and Novel Technologies von Balzekas, Irena, Sladky, Vladimir, Nejedly, Petr, Brinkmann, Benjamin H, Crepeau, Daniel, Mivalt, Filip, Gregg, Nicholas M, Pal Attia, Tal, Marks, Victoria S, Wheeler, Lydia, Riccelli, Tori E, Staab, Jeffrey P, Lundstrom, Brian Nils, Miller, Kai J, Van Gompel, Jamie, Kremen, Vaclav, Croarkin, Paul E, Worrell, Gregory A

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Seizure likelihood varies with day-to-day variations in sleep duration in patients with refractory focal epilepsy: A longitudinal electroencephalography investigation von Dell, Katrina L., Payne, Daniel E., Kremen, Vaclav, Maturana, Matias I., Gerla, Vaclav, Nejedly, Petr, Worrell, Gregory A., Lenka, Lhotska, Mivalt, Filip, Boston, Raymond C., Brinkmann, Benjamin H., D'Souza, Wendyl, Burkitt, Anthony N., Grayden, David B., Kuhlmann, Levin, Freestone, Dean R., Cook, Mark J.

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Hotspot of human verbal memory encoding in the left anterior prefrontal cortex von Topçu, Çağdaş, Marks, Victoria S., Saboo, Krishnakant V., Lech, Michał, Nejedly, Petr, Kremen, Vaclav, Worrell, Gregory A., Kucewicz, Michal T.

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Parallel use of a convolutional neural network and bagged tree ensemble for the classification of Holter ECG von Plesinger, Filip, Nejedly, Petr, Viscor, Ivo, Halamek, Josef, Jurak, Pavel

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Deep-learning for seizure forecasting in canines with epilepsy von Nejedly, Petr, Kremen, Vaclav, Sladky, Vladimir, Nasseri, Mona, Guragain, Hari, Klimes, Petr, Cimbalnik, Jan, Varatharajah, Yogatheesan, Brinkmann, Benjamin H, Worrell, Gregory A

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Timing matters for accurate identification of the epileptogenic zone von Chybowski, Bartlomiej, Klimes, Petr, Cimbalnik, Jan, Travnicek, Vojtech, Nejedly, Petr, Pail, Martin, Peter-Derex, Laure, Hall, Jeff, Dubeau, François, Jurak, Pavel, Brazdil, Milan, Frauscher, Birgit

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Interictal stereo‐electroencephalography features below 45Hz are sufficient for correct localization of the epileptogenic zone and postsurgical outcome prediction von Klimes, Petr, Nejedly, Petr, Hrtonova, Valentina, Cimbalnik, Jan, Travnicek, Vojtech, Pail, Martin, Laure Peter‐Derex, Hall, Jeffery, Pana, Raluca, Halamek, Josef, Jurak, Pavel, Brazdil, Milan, Frauscher, Birgit

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Classification of ECG using ensemble of residual CNNs with or without attention mechanism von Nejedly, Petr, Ivora, Adam, Viscor, Ivo, Koscova, Zuzana, Smisek, Radovan, Jurak, Pavel, Plesinger, Filip

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Interictal stereo‐electroencephalography features below 45 Hz are sufficient for correct localization of the epileptogenic zone and postsurgical outcome prediction von Klimes, Petr, Nejedly, Petr, Hrtonova, Valentina, Cimbalnik, Jan, Travnicek, Vojtech, Pail, Martin, Peter‐Derex, Laure, Hall, Jeffery, Pana, Raluca, Halamek, Josef, Jurak, Pavel, Brazdil, Milan, Frauscher, Birgit

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Metrics for evaluation of automatic epileptogenic zone localization in intracranial electrophysiology von Hrtonova, Valentina, Nejedly, Petr, Travnicek, Vojtech, Cimbalnik, Jan, Matouskova, Barbora, Pail, Martin, Peter-Derex, Laure, Grova, Christophe, Gotman, Jean, Halamek, Josef, Jurak, Pavel, Brazdil, Milan, Klimes, Petr, Frauscher, Birgit

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Genetic algorithm designed for optimization of neural network architectures for intracranial EEG recordings analysis von Pijackova, Kristyna, Nejedly, Petr, Kremen, Vaclav, Plesinger, Filip, Mivalt, Filip, Lepkova, Kamila, Pail, Martin, Jurak, Pavel, Worrell, Gregory, Brazdil, Milan, Klimes, Petr

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