Jakub Hejc

22 papers Journal 1Unranked 20
YearRankTypeTitle / Venue / Authors
2024 — —
Metody hlubokého učení pro segmentaci elektrokardiografických signálů ; Segmentation of Electrocardiographic Signals Using Deep Learning Methods.
Jakub Hejc
2024 J jnl
Multi-channel delineation of intracardiac electrograms for arrhythmia substrate analysis using implicitly regularized convolutional neural network with wide receptive field.
Biomed. Signal Process. Control.
Jakub Hejc, Richard Redina, Jana Kolarova, Zdenek Starek
2023 — conf
Epycon: A Single-Platform Python Package for Parsing and Converting Raw Electrophysiology Data into Open Formats.
CinC
Jakub Hejc, Richard Redina, Jana Kolarova, Zdenek Starek
2023 — conf
Weakly Supervised P Wave Segmentation in Pathological Electrocardiogram Signals Using Deep Multiple-Instance Learning.
CinC
Jakub Hejc, Richard Redina, David Pospisil, Ivana Rakova, Jana Kolarova, Zdenek Starek
2022 — conf
A New Filtering Method for Smoothing Intracardiac Records Preserving the Steepness of A, V, H Waves.
CinC
Oto Janousek, Jakub Hejc, David Pospisil
2022 — conf
Arrhythmia Database with Annotated Intracardial Atrial Signals from Pediatric Patients Undergoing Catheter Ablation.
CinC
Richard Redina, Jakub Hejc, David Pospisil, Marina Ronzhina, Petra Novotna, Zdenek Starek
2022 — conf
Exercise-based Predictors of Late Recurrence of Atrial Fibrillation After Catheter Ablation.
CinC
Jakub Hejc, Richard Redina, Tomas Kulik, Martin Pesl, Zdenek Starek
2021 — conf
Cardiac Abnormalities Recognition in ECG Using a Convolutional Network with Attention and Input with an Adaptable Number of Leads.
CinC
Tomás Vicar, Petra Novotna, Jakub Hejc, Oto Janousek, Marina Ronzhina
2021 — conf
Cardiac Arrhythmias Classification in Kardiovize Population Study.
CinC
Martin Pesl, Jakub Hejc, Tomas Kulik, Tomás Vicar, Petra Novotna, Marina Ronzhina, Juraj Jakubik, Pavel Leinveber, Juan Pablo Gonzalez Rivas, Zdenek Starek
2021 — conf
Deep-Learning Premature Contraction Localization Using Gaussian Based Predicted Data.
CinC
Petra Novotna, Tomás Vicar, Jakub Hejc, Marina Ronzhina
2021 — conf
Segmentation of Atrial Electrical Activity in Intracardiac Electrograms (IECGs) Using Convolutional Neural Network (CNN) Trained on Small Imbalanced Dataset.
CinC
Jakub Hejc, David Pospisil, Petra Novotna, Martin Pesl, Oto Janousek, Marina Ronzhina, Zdenek Starek
2020 — conf
Deep-Learning Premature Contraction Localization in 12-lead ECG From Whole Signal Annotations.
CinC
Petra Novotna, Tomás Vicar, Marina Ronzhina, Jakub Hejc, Jana Kolarova
2020 — conf
ECG Abnormalities Recognition Using Convolutional Network With Global Skip Connections and Custom Loss Function.
CinC
Tomás Vicar, Jakub Hejc, Petra Novotna, Marina Ronzhina, Oto Janousek
2019 — conf
Sepsis Detection in Sparse Clinical Data Using Long Short-Term Memory Network with Dice Loss.
CinC
Tomás Vicar, Petra Novotna, Jakub Hejc, Marina Ronzhina, Radovan Smísek
2018 — conf
Optical Mapping Could Reveal Two-Dimensional Morphology of Atrioventricular Electrical Insulation in the Foetal Avian Heart.
CinC
Veronika Olejnickova, Oto Janousek, Marina Ronzhina, Jakub Hejc, Alena Kvasilova, Eva Zabrodska, David Sedmera
2017 — conf
Analysis of Hemodynamic Related Changes in High Frequency Content of QRS Complex in Working Isolated Rabbit Heart.
CinC
Petra Novotna, Jakub Hejc, Marina Ronzhina, Oto Janousek, Tibor Stracina, Veronika Olejnícková, Jana Kolarova, Marie Nováková
2017 — conf
SVM Based ECG Classification Using Rhythm and Morphology Features, Cluster Analysis and Multilevel Noise Estimation.
CinC
Radovan Smísek, Jakub Hejc, Marina Ronzhina, Andrea Nemcová, Lucie Marsánová, Jirí Chmelík, Jana Kolárová, Ivo Provazník, Lukás Smital, Martin Vítek
2017 — conf
The Effect of Haloperidol Administration on Heart Rate Variability in Isolated Heart of Schizophrenia-like and Control Rats.
CinC
Oto Janousek, Tibor Stracina, Marina Ronzhina, Jakub Hejc, Tibor Stark, Jana Ruda, Vincenzo Micale, Jana Kolarova, Marie Nováková, Ivo Provazník
2016 — conf
Response of Ventricular Repolarization Parameters to Preload Changes in Isolated Working Heart.
CinC
Jakub Hejc, Oto Janousek, Marina Ronzhina, Tibor Stracina, Veronika Olejnícková, Jana Kolárová, Marie Nováková
2016 — conf
The Effect of Cardiac Filling on Heart Rate Variability in Rabbit Isolated Heart.
CinC
Oto Janousek, Marina Ronzhina, Jakub Hejc, Tibor Stracina, Veronika Olejnícková, Marie Nováková, Ivo Provazník, Jana Kolarova
2015 — conf
The Effect of Heart Orientation on High Frequency QRS Components in Multiple Bandwidths.
CinC
Jakub Hejc, Marina Ronzhina, Oto Janousek, Veronika Olejnícková, Marie Nováková, Jana Kolarova
2015 — conf
The Effect of Voltage-Sensitive Dye di-4-ANEPPS on Heart Rate Variability in Langendorff- Perfused Isolated Rabbit Heart.
CinC
Oto Janousek, Marina Ronzhina, Jakub Hejc, Veronika Olejnícková, Tibor Stracina, Katerina Fialová, Marie Nováková, Ivo Provazník, Jana Kolarova