Petra Novotna

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 9

Top Topics

Electrical Activity

Convolutional Network

Boosting Framework

Top Venues

Publications

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)
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)