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Jakub Hejc
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2020 – today
- 2024
- [b1]Jakub Hejc:
Metody hlubokého učení pro segmentaci elektrokardiografických signálů ; Segmentation of Electrocardiographic Signals Using Deep Learning Methods. Brno University of Technology, Czech Republic, 2024 - [j1]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: 106274 (2024) - 2023
- [c20]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: 1-4 - [c19]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: 1-4 - 2022
- [c18]Jakub Hejc, Richard Redina, Tomas Kulik, Martin Pesl, Zdenek Starek:
Exercise-based Predictors of Late Recurrence of Atrial Fibrillation After Catheter Ablation. CinC 2022: 1-4 - [c17]Oto Janousek, Jakub Hejc, David Pospisil:
A New Filtering Method for Smoothing Intracardiac Records Preserving the Steepness of A, V, H Waves. CinC 2022: 1-4 - [c16]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: 1-4 - 2021
- [c15]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: 1-4 - [c14]Petra Novotna, Tomás Vicar, Jakub Hejc, Marina Ronzhina:
Deep-Learning Premature Contraction Localization Using Gaussian Based Predicted Data. CinC 2021: 1-4 - [c13]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: 1-4 - [c12]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: 1-4 - 2020
- [c11]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: 1-4 - [c10]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: 1-4
2010 – 2019
- 2019
- [c9]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: 1-4 - 2018
- [c8]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: 1-4 - 2017
- [c7]Oto Janousek, Tibor Stracina, Marina Ronzhina, Jakub Hejc, Tibor Stark, Jana Ruda, Vincenzo Micale, Jana Kolarova, Marie Nováková, Ivo Provazník:
The Effect of Haloperidol Administration on Heart Rate Variability in Isolated Heart of Schizophrenia-like and Control Rats. CinC 2017 - [c6]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 - [c5]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 - 2016
- [c4]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 - [c3]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 - 2015
- [c2]Oto Janousek, Marina Ronzhina, Jakub Hejc, Veronika Olejnícková, Tibor Stracina, Katerina Fialová, Marie Nováková, Ivo Provazník, Jana Kolarova:
The Effect of Voltage-Sensitive Dye di-4-ANEPPS on Heart Rate Variability in Langendorff- Perfused Isolated Rabbit Heart. CinC 2015: 1049-1052 - [c1]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: 1121-1124
Coauthor Index
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