Analysis of Hemodynamic Related Changes in High Frequency Content of QRS Complex in Working Isolated Rabbit Heart. - Petra Novotna; Jakub Hejc; Marina Ronzhina; Oto Janousek; Tibor Stracina; Veronika Olejnícková; Jana Kolarova; Marie Nováková (CinC, 2017)

Sepsis Detection in Sparse Clinical Data Using Long Short-Term Memory Network with Dice Loss. - Tomás Vicar; Petra Novotna; Jakub Hejc; Marina Ronzhina; Radovan Smísek (CinC, 2019)

Deep-Learning Premature Contraction Localization in 12-lead ECG From Whole Signal Annotations. - Petra Novotna; Tomás Vicar; Marina Ronzhina; Jakub Hejc; Jana Kolarova (CinC, 2020)

ECG Abnormalities Recognition Using Convolutional Network With Global Skip Connections and Custom Loss Function. - Tomás Vicar; Jakub Hejc; Petra Novotna; Marina Ronzhina; Oto Janousek (CinC, 2020)

Segmentation of Atrial Electrical Activity in Intracardiac Electrograms (IECGs) Using Convolutional Neural Network (CNN) Trained on Small Imbalanced Dataset. - Jakub Hejc; David Pospisil; Petra Novotna; Martin Pesl; Oto Janousek; Marina Ronzhina; Zdenek Starek (CinC, 2021)

Deep-Learning Premature Contraction Localization Using Gaussian Based Predicted Data. - Petra Novotna; Tomás Vicar; Jakub Hejc; Marina Ronzhina (CinC, 2021)

Cardiac Arrhythmias Classification in Kardiovize Population Study. - Martin Pesl; Jakub Hejc; Tomas Kulik; Tomás Vicar; Petra Novotna; Marina Ronzhina; Juraj Jakubik; Pavel Leinveber; Juan Pablo Gonzalez Rivas; Zdenek Starek (CinC, 2021)

Cardiac Abnormalities Recognition in ECG Using a Convolutional Network with Attention and Input with an Adaptable Number of Leads. - Tomás Vicar; Petra Novotna; Jakub Hejc; Oto Janousek; Marina Ronzhina (CinC, 2021)

Arrhythmia Database with Annotated Intracardial Atrial Signals from Pediatric Patients Undergoing Catheter Ablation. - Richard Redina; Jakub Hejc; David Pospisil; Marina Ronzhina; Petra Novotna; Zdenek Starek (CinC, 2022)