Jakub Hejc

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

Biomed. Signal Process. Control.

Publications

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)