P. Jurák

Leveraging interictal multimodal features and graph neural networks for automated planning of epilepsy surgery
20255 citationsauthor #10
Field potential duration and its variability as essential parameters for revealing proarrhythmia: problematic aspects of analysis in cardiomyocytes derived from human pluripotent stem cells.
20250 citationsauthor #3
Metrics for evaluation of automatic epileptogenic zone localization in intracranial electrophysiology.
20248 citationsauthor #11
Ultra-high-frequency ECG volumetric and negative derivative epicardial ventricular electrical activation pattern
20243 citationsauthor #13
Ultra-High-Frequency ECG in Cardiac Pacing and Cardiac Resynchronization Therapy: From Technical Concept to Clinical Application
202415 citationsauthor #12
Timing matters for accurate identification of the epileptogenic zone.
202411 citationsauthor #10
Interictal stereo‐electroencephalography features below 45 Hz are sufficient for correct localization of the epileptogenic zone and postsurgical outcome prediction
202410 citationsauthor #11
Utilization of temporal autoencoder for semi-supervised intracranial EEG clustering and classification
202316 citationsauthor #8
Ultra fast oscillations in the human brain and their functional significance
20233 citationsauthor #11
Dyssynchrony assessment by ultra-high-frequency electrocardiography: a single numerical parameter to identify the relationship between right and left ventricular depolarization
20230 citationsauthor #1
Left bundle branch area pacing results in more physiological ventricular activation than biventricular pacing in patients with left bundle branch block heart failure
202320 citationsauthor #4
Relative entropy is an easy‐to‐use invasive electroencephalographic biomarker of the epileptogenic zone
202326 citationsauthor #5
Left bundle branch area pacing produces more physiological ventricular activation than biventricular pacing in patients with heart failure and LBBB
20230 citationsauthor #4
Bipolar anodal septal pacing with direct LBB capture preserves physiological ventricular activation better than unipolar left bundle branch pacing
202318 citationsauthor #2
Interictal invasive very high-frequency oscillations in resting awake state and sleep
20235 citationsauthor #3
Resynchronization for shifting conduction patterns - When a coronary sinus lead is not enough
20231 citationsauthor #2
PO-02-023 VENTRICULAR DYSSYNCHRONY ASSESSED BY ULTRA-HIGH-FREQUENCY ELECTROCARDIOGRAPHY PREDICTS THE RESPONSE TO BIVENTRICULAR CARDIAC RESYNCHRONIZATION THERAPY
20230 citationsauthor #7
Ventricular dyssynchrony assessed by ultra-high-frequency electrocardiography predicts the response to biventricular cardiac resynchronization therapy
20231 citationsauthor #7
Spatial Dispersion of Activation and Repolarization Times Associated with Different Cardiac Pacing Modes
20231 citationsauthor #8
Identification of suboptimal response to STN-DBS in Parkinson’s disease
20230 citationsauthor #6
Repolarization changes following conduction system pacing evaluated by ultra-high-frequency electrocardiography
20230 citationsauthor #8
Is it a true left bundle branch block or not?
20232 citationsauthor #2
Shadows of very high-frequency oscillations can be detected in lower frequency bands of routine stereoelectroencephalography
20234 citationsauthor #7
Both LBBP and LVSP significantly improve ventricular dyssynchrony and effectivity of LV performance compared to RV apical pacing in heart failure patients with LBBB and an indication to CRT
20230 citationsauthor #9
Classification of ECG using ensemble of residual CNNs with or without attention mechanism
202217 citationsauthor #6
Ventricular Dyssynchrony and Pacing-induced Cardiomyopathy in Patients with Pacemakers, the Utility of Ultra-high-frequency ECG and Other Dyssynchrony Assessment Tools
202220 citationsauthor #2
Left bundle branch pacing with normal paced QRS axis produce more physiological left ventricular lateral wall depolarization than its pacing resulting in heart axis deviation
20221 citationsauthor #2
T-wave inversions during conduction system pacing: A marker of more physiological ventricular activation.
20220 citationsauthor #2
Physiological vs. non-physiological heart pacing as assessed by ultra-high-frequency ECG
20221 citationsauthor #2
QRS detection and classification in Holter ECG data in one inference step
202221 citationsauthor #8
Scalable, Multiplatform, and Autonomous ECG Processor Supported by AI for Telemedicine Center
20222 citationsauthor #11
Utilization of Deep Learning and Expert Feature Classifier for Detection of Heart Murmurs
20220 citationsauthor #7
Left ventricular septal pacing: how deep is enough?
20220 citationsauthor #2
Arterial Aging Best Reflected in Pulse Wave Velocity Measured from Neck to Lower Limbs: A Whole-Body Multichannel Bioimpedance Study
20226 citationsauthor #2
Ultra-High Frequency ECG Deep-Learning Beat Detector Delivering QRS Onsets and Offsets
20221 citationsauthor #5
Ultra-high-frequency ECG assessment of QRS fragmentation predicts sudden cardiac death risk in inherited arrhythmia syndromes
20221 citationsauthor #10
Evaluation of left ventricular dyssynchrony by ultra-high-frequency ECG in patients with non-LBBB conduction disorder treated with cardiac resynchronization therapy
20220 citationsauthor #7
Bilateral bundle branch capture during deep septal myocardial and nonselective left bundle branch pacing preserves interventricular synchrony
20220 citationsauthor #2
QRS Complex Detection in Paced and Spontaneous Ultra-High-Frequency ECG
20215 citationsauthor #5
A Novel Statistical Model for Predicting the Efficacy of Vagal Nerve Stimulation in Patients With Epilepsy (Pre-X-Stim) Is Applicable to Different EEG Systems
20218 citationsauthor #9
Ultra-fast oscillation detection in EEG signal from deep-brain microelectrodes
20215 citationsauthor #2
Ultra-High-Frequency Electrocardiography
20210 citationsauthor #1
Physiological versus non-physiological cardiac pacing as assessed by Ultra-high-frequency electrocardiography
20210 citationsauthor #2
Left Ventricular Myocardial Septal Pacing in Close Proximity to LBB Does Not Prolong the Duration of the Left Ventricular Lateral Wall Depolarization Compared to LBB Pacing
202128 citationsauthor #2
Cortical network organization reflects clinical response to subthalamic nucleus deep brain stimulation in Parkinson's disease
20217 citationsauthor #5
The left bundle branch pacing compared to left ventricular septal myocardial pacing increases interventricular dyssynchrony but accelerates left ventricular lateral wall depolarization.
202199 citationsauthor #2
Classification of ECG Using Ensemble of Residual CNNs with Attention Mechanism
202159 citationsauthor #6
Direct capture of the left bundle branch compared to left bundle branch area pacing deteriorates interventricular synchrony but improves left ventricular lateral wall depolarization duration
20211 citationsauthor #2
Electrical brain stimulation and continuous behavioral state tracking in ambulatory humans
202127 citationsauthor #11
B-AB09-01 THE LEFT BUNDLE BRANCH PACING COMPARED TO LEFT BUNDLE BRANCH AREA PACING INCREASES INTERVENTRICULAR DYSSYNCHRONY BUT ACCELERATES LEFT VENTRICULAR LATERAL WALL DEPOLARIZATION
20211 citationsauthor #2
VDI Vision - Analysis of Ventricular Electrical Dyssynchrony in Real-Time
20213 citationsauthor #8
Thalamic oscillatory activity may predict response to deep brain stimulation of the anterior nuclei of the thalamus
202120 citationsauthor #4
Wavelet Transform Based Detection of the First-Degree Atrioventricular Block
20210 citationsauthor #9
Evaluating Pauses in Holter ECG Signals
20210 citationsauthor #7
Comparison of UHF-ECG with Other Noninvasive Electrophysiological Mapping Tools for Assessing Ventricular Dyssynchrony
20210 citationsauthor #2
Pre-implant Heart Activity Differs in Responders and Non-responders to Vagal Nerve Stimulation Therapy in Epileptic Patients
20212 citationsauthor #4
Ventricular activation pattern assessment during right ventricular pacing: Ultra‐high‐frequency ECG study
202028 citationsauthor #2
3-Dimensional ventricular electrical activation pattern assessed from a novel high-frequency electrocardiographic imaging technique: principles and clinical importance
202010 citationsauthor #1
Multicenter intracranial EEG dataset for classification of graphoelements and artifactual signals
20201 citationsauthor #14
Real-Time Quality Assessment of Long-Term ECG Signals Recorded by Wearables in Free-Living Conditions
202080 citationsauthor #5
Response to Vagal Stimulation by Heart-rate Features in Drug-resistant Epileptic Patients*
20201 citationsauthor #4
Stereo-electroencephalography (SEEG) reference based on low-variance signals
20204 citationsauthor #7
Multicenter intracranial EEG dataset for classification of graphoelements and artifactual signals
202037 citationsauthor #14
Fully automated QRS area measurement for predicting response to cardiac resynchronization therapy.
202013 citationsauthor #5
Pacing of the interventricular septum with His bundle engagement, unlike myocardial pacings of the right ventricle, does not lead to ventricular dyssynchrony, as assessed by ultra-high frequency ECG
20200 citationsauthor #2
Suboptimal response to STN-DBS in Parkinson’s disease can be identified via reaction times in a motor cognitive paradigm
202011 citationsauthor #4
Utilization of Residual CNN-GRU With Attention Mechanism for Classification of 12-lead ECG
202011 citationsauthor #5
Automated Identification of Paced Beats in Holter ECG
20200 citationsauthor #10
High-Frequency Cardiac Electrophysiology
20190 citationsauthor #1
Clustered Standard Deviation and Its Benefit to Identify Atrial Fibrillation
20191 citationsauthor #6
Multi-feature localization of epileptic foci from interictal, intracranial EEG.
201979 citationsauthor #5
Both Selective and Non-Selective His Bundle, but not Myocardial, Pacing Preserve Ventricular Electrical Synchrony Assessed by Ultra-High-Frequency ECG.
201949 citationsauthor #3
P60-T STN DBS in Parkinson’s disease: EEG microstates analysis
20190 citationsauthor #6
The Ultra-High-Frequency QRS Dyssynchrony in the Assessment of Cardiac Resynchronization Therapy Effect
20190 citationsauthor #3
Comparison of noninvasive pulse transit time determined from Doppler aortic flow and multichannel bioimpedance plethysmography
20190 citationsauthor #3
Prediction of Sepsis Using LSTM Neural Network With Hyperparameter Optimization With a Genetic Algorithm
20198 citationsauthor #5
Optimized CRT Stimulation Based on Ultra-High-Frequency QRS Analysis
20191 citationsauthor #5
Comparison of noninvasive pulse transit time determined from Doppler aortic flow and multichannel bioimpedance plethysmography
20196 citationsauthor #3
Cardiac Resynchronization Guided by Ultra-High-Frequency ECG Maps
20192 citationsauthor #1
Modeling an Activation of Heart Ventricular Segments
20190 citationsauthor #2
EEG Reactivity Predicts Individual Efficacy of Vagal Nerve Stimulation in Intractable Epileptics
201929 citationsauthor #7
Novel ultra‐high‐frequency electrocardiogram tool for the description of the ventricular depolarization pattern before and during cardiac resynchronization
201939 citationsauthor #1
The relationship between ECG predictors of cardiac resynchronization therapy benefit
201915 citationsauthor #9
Exploiting Graphoelements and Convolutional Neural Networks with Long Short Term Memory for Classification of the Human Electroencephalogram
201926 citationsauthor #13
Prediction of Sepsis Using LSTM with Hyperparameter Optimization with a Genetic Algorithm
20195 citationsauthor #5
Body-Surface Mapping Using High-Frequency ECG to Characterize Electrical Activation Delay
20180 citationsauthor #9
Fast Detection of Ventricular Fibrillation and Ventricular Tachycardia in 1-Lead ECG from Three-Second Blocks
20183 citationsauthor #5
Respiratory-induced hemodynamic changes measured by whole-body multichannel impedance plethysmography.
20187 citationsauthor #2
A Method For Removing Pacing Artifacts From Ultra-High-Frequency Electrocardiograms
20184 citationsauthor #6
Changes in connectivity and local synchrony after cognitive stimulation - Intracerebral EEG study
20182 citationsauthor #2
Parallel use of a convolutional neural network and bagged tree ensemble for the classification of Holter ECG
201841 citationsauthor #5
Shape Analysis of Consecutive Beats May Help in the Automated Detection of Atrial Fibrillation
20184 citationsauthor #6
Intracerebral EEG Artifact Identification Using Convolutional Neural Networks
201876 citationsauthor #12
Automated Sleep Arousal Detection Based on EEG Envelograms
20188 citationsauthor #6
Ventricular Electrical Delay Measured From Body Surface ECGs Is Associated With Cardiac Resynchronization Therapy Response in Left Bundle Branch Block Patients From the MADIT-CRT Trial (Multicenter Automatic Defibrillator Implantation-Cardiac Resynchronization Therapy)
201830 citationsauthor #2
Body Surface Electrical Activation Delay Computation From High-Frequency ECGs
20181 citationsauthor #9
Intracranial Event-Related Potentials
20180 citationsauthor #2
High Frequency QRS Analysis From Orthogonal Leads
20180 citationsauthor #8
Epicardial Isochrones From a New High-Frequency ECG Imaging Technique
20181 citationsauthor #1
CudaFilters: A SignalPlant library for GPU‐accelerated FFT and FIR filtering
201810 citationsauthor #4

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