Václav Kremen

31 papers B 3Journal 14Unranked 13

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	OpenSpindleNet: An open-source deep learning network for reliable sleep spindle detection in scalp and intracranial EEG. Comput. Biol. Medicine Michal Seják, Filip Mivalt, Vladimir Sladky, Vit Vsiansky, Diego Z. Carvalho, Erik K. St. Louis, Gregory A. Worrell, Václav Kremen
2024	J	`jnl`	Method for cycle detection in sparse, irregularly sampled, long-term neuro-behavioral timeseries: Basis pursuit denoising with polynomial detrending of long-term, inter-ictal epileptiform activity. PLoS Comput. Biol. Irena Balzekas, Joshua Trzasko, Grace Yu, Thomas J. Richner, Filip Mivalt, Vladimir Sladky, Nicholas M. Gregg, Jamie Van Gompel, Kai J. Miller, Paul E. Croarkin, Václav Kremen, Gregory A. Worrell
2024	—	`conf`	State space modeling of multidien cyclical progression of epilepsy. ML4H@NeurIPS Krishnakant V. Saboo, Yurui Cao, Václav Kremen, Suguna Pappu, Philippa J. Karoly, Dean R. Freestone, Mark J. Cook, Gregory A. Worrell, Ravishankar K. Iyer
2023	—	`conf`	A Transfer Learning-based Model for Individualized Clustered Seizure Prediction Using Intracranial EEG. NER Yurui Cao, Krishnakant V. Saboo, Václav Kremen, Vladimir Sladky, Nicholas M. Gregg, Paul M. Arnold, Suguna Pappu, Philippa J. Karoly, Dean R. Freestone, Mark J. Cook, Gregory A. Worrell, Ravishankar K. Iyer
2022	—	`conf`	Deep Brain Stimulation of Anterior Nuclei of the Thalamus and Hippocampal Seizure Rate Modulate Verbal Memory Performance. EIT Victoria S. Marks, Tom J. Richner, Nicholas M. Gregg, Vladimir Sladky, Jaromir Dolezal, Václav Kremen, Gregory A. Worrell, Michal T. Kucewicz
2022	B	`conf`	Deep Generative Networks for Algorithm Development in Implantable Neural Technology. SMC Filip Mivalt, Vladimir Sladky, Irena Balzekas, Tereza Pridalova, Kai J. Miller, Jamie Van Gompel, Timothy Denison, Benjamin H. Brinkmann, Václav Kremen, Gregory A. Worrell
2022	—	`conf`	Individualized seizure cluster prediction using machine learning and ambulatory intracranial EEG. BIBM Krishnakant V. Saboo, Yurui Cao, Václav Kremen, Vladimir Sladky, Nicholas M. Gregg, Paul M. Arnold, Philippa J. Karoly, Dean R. Freestone, Mark J. Cook, Gregory A. Worrell, Ravishankar K. Iyer
2022	B	`conf`	Integrated human-machine interface for closed-loop stimulation using implanted and wearable devices. SMC Vladimir Sladky, Václav Kremen, Kevin L. McQuown, Filip Mivalt, Benjamin H. Brinkmann, Jamie Van Gompel, Kai J. Miller, Timothy Denison, Gregory A. Worrell
2021	J	`jnl`	Direct Electrical Stimulation of the Human Brain Has Inverse Effects on the Theta and Gamma Neural Activities. IEEE Trans. Biomed. Eng. Michal Lech, Brent M. Berry, Çagdas Topçu, Václav Kremen, Petr Nejedly, Bradley Lega, Robert E. Gross, Michael R. Sperling, Barbara C. Jobst, Sameer A. Sheth, Kareem A. Zaghloul, Kathryn A. Davis, Gregory A. Worrell, Michal T. Kucewicz
2021	J	`jnl`	Independent dynamics of low, intermediate, and high frequency spectral intracranial EEG activities during human memory formation. NeuroImage Victoria S. Marks, Krishnakant V. Saboo, Çagdas Topçu, Michal Lech, Theodore P. Thayib, Petr Nejedly, Václav Kremen, Gregory A. Worrell, Michal T. Kucewicz
2020	B	`conf`	DyNeuMo Mk-2: An Investigational Circadian-Locked Neuromodulator with Responsive Stimulation for Applied Chronobiology. SMC Robert Toth, Mayela Zamora, Jon Ottaway, Tom Gillbe, Sean Martin, Moaad Benjaber, Guy Lamb, Tara Noone, Barry Taylor, Alceste Deli, Václav Kremen, Gregory A. Worrell, Timothy G. Constandinou, Ivor Gillbe, Stefan De Wachter, Charles Knowles, Andrew Sharott, Antonio Valentín, Alexander L. Green, Timothy Denison
2020	—	`conf`	Electrophysiological Correlates of Brain Health Help Diagnose Epilepsy and Lateralize Seizure Focus. EMBC Yogatheesan Varatharajah, Brent M. Berry, Boney Joseph, Irena Balzekas, Václav Kremen, Benjamin H. Brinkmann, Gregory A. Worrell, Ravishankar K. Iyer
2020	J	`jnl`	Semi-supervised training data selection improves seizure forecasting in canines with epilepsy. Biomed. Signal Process. Control. Mona Nasseri, Václav Kremen, Petr Nejedly, Inyong Kim, Su-Youne Chang, Hang Joon Jo, Hari Guragain, Nathaniel Nelson, Edward E. Patterson, Beverly K. Sturges, Chelsea M. Crowe, Tim Denison, Benjamin H. Brinkmann, Gregory A. Worrell
2019	J	`jnl`	Intracerebral EEG Artifact Identification Using Convolutional Neural Networks. Neuroinformatics Petr Nejedly, Jan Cimbalnik, Petr Klimes, Filip Plesinger, Josef Halámek, Václav Kremen, Ivo Viscor, Benjamin H. Brinkmann, Martin Pail, Milan Brazdil, Gregory A. Worrell, Pavel Jurák
2019	J	`jnl`	Noninvasive Assessment of Aortic Pulse Wave Velocity by the Brachial Occlusion-Cuff Technique: Comparative Study. Sensors Vratislav Fabián, Lukas Matera, Kristyna Bayerova, Jan Havlík, Václav Kremen, Jan Pudil, Pavol Sajgalik, David Zemanek
2019	J	`jnl`	Semi-automated detection of polysomnographic REM sleep without atonia (RSWA) in REM sleep behavioral disorder. Biomed. Signal Process. Control. Iva Milerská, Václav Kremen, Václav Gerla, Erik K. St. Louis, Lenka Lhotská
2018	J	`jnl`	A Chronically Implantable Neural Coprocessor for Investigating the Treatment of Neurological Disorders. IEEE Trans. Biomed. Circuits Syst. Scott Stanslaski, Jeffrey Herron, Tom Chouinard, Duane Bourget, Ben Isaacson, Václav Kremen, Enrico Opri, William Drew, Benjamin H. Brinkmann, Aysegul Gunduz, Tom Adamski, Gregory A. Worrell, Timothy Denison
2018	—	`conf`	Creating neural "co-processors" to explore treatments for neurological disorders. ISSCC Scott Stanslaski, Jeffrey Herron, Elizabeth Fehrmann, Rob Corey, Heather Orser, Enrico Opri, Václav Kremen, Benjamin H. Brinkmann, Aysegul Gunduz, Kelly D. Foote, Gregory A. Worrell, Tim Denison
2018	—	`conf`	Expert-in-the-loop Learning for Sleep EEG Data. BIBM Václav Gerla, Václav Kremen, Martin Macas, Elizaveta Saifutdinová, Arnost Mládek, Lenka Lhotská
2018	J	`jnl`	Integrating Artificial Intelligence with Real-time Intracranial EEG Monitoring to Automate Interictal Identification of Seizure Onset Zones in Focal Epilepsy. CoRR Yogatheesan Varatharajah, Brent M. Berry, Jan Cimbalnik, Václav Kremen, Jamie Van Gompel, Matt Stead, Benjamin H. Brinkmann, Ravishankar K. Iyer, Gregory A. Worrell
2018	J	`jnl`	Sample Entropy Analysis of Noisy Atrial Electrograms during Atrial Fibrillation. Comput. Math. Methods Medicine Eva M. Cirugeda-Roldán, Antonio Molina-Picó, Daniel Novák, David Cuesta-Frau, Václav Kremen
2017	J	`jnl`	Automatic identification of artifacts and unwanted physiologic signals in EEG and EOG during wakefulness. Biomed. Signal Process. Control. Václav Gerla, Václav Kremen, Naima Covassin, Lenka Lhotská, Elizaveta Saifutdinová, Jiri Bukartyk, Vladimír Marík, Virend K. Somers
2017	—	`conf`	Continuous active probing and modulation of neural networks with a wireless implantable system. BioCAS Václav Kremen, Benjamin H. Brinkmann, Inyong Kim, Su-Youne Chang, Jamie J. Van Gompel, Jeffrey A. Herron, Steven Baldassano, Edward E. Patterson, Brian Litt, Timothy Denison, Gregory A. Worrell
2017	J	`jnl`	Feature subset selection and classification of intracardiac electrograms during atrial fibrillation. Biomed. Signal Process. Control. Sara Isabel Duque, Andrés Orozco-Duque, Václav Kremen, Daniel Novák, Catalina Tobón, John Bustamante
2017	—	`conf`	Live demonstration: Continuous active probing and modulation of neural networks with a wireless implantable system. BioCAS Václav Kremen, Benjamin H. Brinkmann, Inyong Kim, Su-Youne Chang, Jamie Van Gompel, Jeffrey A. Herron, Steven Baldassano, Edward E. Patterson, Brian Litt, Timothy Denison, Gregory A. Worrell
2015	J	`jnl`	Characterization of Complex Fractionated Atrial Electrograms by Sample Entropy: An International Multi-Center Study. Entropy Eva M. Cirugeda-Roldán, Daniel Novák, Václav Kremen, David Cuesta-Frau, Matthias Walter Keller, Armin Luik, Martina Srutová
2014	—	`conf`	Comparison of JADE and Canonical Correlation Analysis for ECG de-noising. EMBC Jakub Kuzilek, Václav Kremen, Lenka Lhotská
2014	—	`conf`	Fractionated electrograms and rotors detection in chronic atrial fibrillation using model-based clustering. EMBC Andrés Orozco-Duque, Sara Isabel Duque, Juan P. Ugarte, Catalina Tobón, Daniel Novák, Václav Kremen, Germán Castellanos-Domínguez, Javier Saiz, John Bustamante
2008	—	`conf`	Evaluation of Novel Algorithm for Search of Signal Complexes to Describe Complex Fractionated Atrial Electrogram. BIOSIGNALS (2) Václav Kremen, Lenka Lhotská
2008	—	`conf`	The GAME Algorithm Applied to Complex Fractionated Atrial Electrograms Data Set. ICANN (2) Pavel Kordík, Václav Kremen, Lenka Lhotská
2007	—	`ch.`	Social Impact based Approach to Feature Subset Selection. NICSO Martin Macas, Lenka Lhotská, Václav Kremen