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Jakub Hejc
ORCID
Publication Activity (10 Years)
Years Active: 2015-2024
Publications (10 Years): 19
Top Topics
Convolutional Neural Network
Noise Estimation
Atrial Fibrillation
Electrical Activity
Top Venues
CinC
Biomed. Signal Process. Control.
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Publications
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Jakub Hejc
,
Richard Redina
,
Jana Kolarova
,
Zdenek Starek
Multi-channel delineation of intracardiac electrograms for arrhythmia substrate analysis using implicitly regularized convolutional neural network with wide receptive field.
Biomed. Signal Process. Control.
94 (2024)
Jakub Hejc
,
Richard Redina
,
Jana Kolarova
,
Zdenek Starek
Epycon: A Single-Platform Python Package for Parsing and Converting Raw Electrophysiology Data into Open Formats.
CinC
(2023)
Jakub Hejc
,
Richard Redina
,
David Pospisil
,
Ivana Rakova
,
Jana Kolarova
,
Zdenek Starek
Weakly Supervised P Wave Segmentation in Pathological Electrocardiogram Signals Using Deep Multiple-Instance Learning.
CinC
(2023)
Oto Janousek
,
Jakub Hejc
,
David Pospisil
A New Filtering Method for Smoothing Intracardiac Records Preserving the Steepness of A, V, H Waves.
CinC
(2022)
Jakub Hejc
,
Richard Redina
,
Tomas Kulik
,
Martin Pesl
,
Zdenek Starek
Exercise-based Predictors of Late Recurrence of Atrial Fibrillation After Catheter Ablation.
CinC
(2022)
Richard Redina
,
Jakub Hejc
,
David Pospisil
,
Marina Ronzhina
,
Petra Novotna
,
Zdenek Starek
Arrhythmia Database with Annotated Intracardial Atrial Signals from Pediatric Patients Undergoing Catheter Ablation.
CinC
(2022)
Jakub Hejc
,
David Pospisil
,
Petra Novotna
,
Martin Pesl
,
Oto Janousek
,
Marina Ronzhina
,
Zdenek Starek
Segmentation of Atrial Electrical Activity in Intracardiac Electrograms (IECGs) Using Convolutional Neural Network (CNN) Trained on Small Imbalanced Dataset.
CinC
(2021)
Tomás Vicar
,
Petra Novotna
,
Jakub Hejc
,
Oto Janousek
,
Marina Ronzhina
Cardiac Abnormalities Recognition in ECG Using a Convolutional Network with Attention and Input with an Adaptable Number of Leads.
CinC
(2021)
Martin Pesl
,
Jakub Hejc
,
Tomas Kulik
,
Tomás Vicar
,
Petra Novotna
,
Marina Ronzhina
,
Juraj Jakubik
,
Pavel Leinveber
,
Juan Pablo Gonzalez Rivas
,
Zdenek Starek
Cardiac Arrhythmias Classification in Kardiovize Population Study.
CinC
(2021)
Petra Novotna
,
Tomás Vicar
,
Jakub Hejc
,
Marina Ronzhina
Deep-Learning Premature Contraction Localization Using Gaussian Based Predicted Data.
CinC
(2021)
Petra Novotna
,
Tomás Vicar
,
Marina Ronzhina
,
Jakub Hejc
,
Jana Kolarova
Deep-Learning Premature Contraction Localization in 12-lead ECG From Whole Signal Annotations.
CinC
(2020)
Tomás Vicar
,
Jakub Hejc
,
Petra Novotna
,
Marina Ronzhina
,
Oto Janousek
ECG Abnormalities Recognition Using Convolutional Network With Global Skip Connections and Custom Loss Function.
CinC
(2020)
Tomás Vicar
,
Petra Novotna
,
Jakub Hejc
,
Marina Ronzhina
,
Radovan Smísek
Sepsis Detection in Sparse Clinical Data Using Long Short-Term Memory Network with Dice Loss.
CinC
(2019)
Veronika Olejnickova
,
Oto Janousek
,
Marina Ronzhina
,
Jakub Hejc
,
Alena Kvasilova
,
Eva Zabrodska
,
David Sedmera
Optical Mapping Could Reveal Two-Dimensional Morphology of Atrioventricular Electrical Insulation in the Foetal Avian Heart.
CinC
(2018)
Oto Janousek
,
Tibor Stracina
,
Marina Ronzhina
,
Jakub Hejc
,
Tibor Stark
,
Jana Ruda
,
Vincenzo Micale
,
Jana Kolarova
,
Marie Nováková
,
Ivo Provaznik
The Effect of Haloperidol Administration on Heart Rate Variability in Isolated Heart of Schizophrenia-like and Control Rats.
CinC
(2017)
Radovan Smísek
,
Jakub Hejc
,
Marina Ronzhina
,
Andrea Nemcová
,
Lucie Marsánová
,
Jirí Chmelík
,
Jana Kolárová
,
Ivo Provazník
,
Lukás Smital
,
Martin Vítek
SVM Based ECG Classification Using Rhythm and Morphology Features, Cluster Analysis and Multilevel Noise Estimation.
CinC
(2017)
Petra Novotna
,
Jakub Hejc
,
Marina Ronzhina
,
Oto Janousek
,
Tibor Stracina
,
Veronika Olejnícková
,
Jana Kolarova
,
Marie Nováková
Analysis of Hemodynamic Related Changes in High Frequency Content of QRS Complex in Working Isolated Rabbit Heart.
CinC
(2017)
Oto Janousek
,
Marina Ronzhina
,
Jakub Hejc
,
Tibor Stracina
,
Veronika Olejnícková
,
Marie Nováková
,
Ivo Provazník
,
Jana Kolarova
The Effect of Cardiac Filling on Heart Rate Variability in Rabbit Isolated Heart.
CinC
(2016)
Jakub Hejc
,
Oto Janousek
,
Marina Ronzhina
,
Tibor Stracina
,
Veronika Olejnícková
,
Jana Kolárová
,
Marie Nováková
Response of Ventricular Repolarization Parameters to Preload Changes in Isolated Working Heart.
CinC
(2016)
Oto Janousek
,
Marina Ronzhina
,
Jakub Hejc
,
Veronika Olejnícková
,
Tibor Stracina
,
Katerina Fialová
,
Marie Nováková
,
Ivo Provaznik
,
Jana Kolarova
The Effect of Voltage-Sensitive Dye di-4-ANEPPS on Heart Rate Variability in Langendorff- Perfused Isolated Rabbit Heart.
CinC
(2015)
Jakub Hejc
,
Marina Ronzhina
,
Oto Janousek
,
Veronika Olejnícková
,
Marie Nováková
,
Jana Kolarova
The Effect of Heart Orientation on High Frequency QRS Components in Multiple Bandwidths.
CinC
(2015)