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Zuzana Koščová
Zuzana Koščová
Institute of Scientific Instruments
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Year
Classification of ECG using ensemble of residual CNNs with attention mechanism
P Nejedly, A Ivora, R Smisek, I Viscor, Z Koscova, P Jurak, F Plesinger
2021 Computing in Cardiology (CinC) 48, 1-4, 2021
352021
QRS detection and classification in Holter ECG data in one inference step
A Ivora, I Viscor, P Nejedly, R Smisek, Z Koscova, V Bulkova, J Halamek, ...
Scientific Reports 12 (1), 12641, 2022
112022
Classification of ecg using ensemble of residual cnns with attention mechanism. In 2021 Computing in Cardiology (CinC)
P Nejedly, A Ivora, R Smisek, I Viscor, Z Koscova, P Jurak, F Plesinger
IEEE, September, 2021
92021
Classification of ECG using ensemble of Residual CNNs with or without attention mechanism
P Nejedly, A Ivora, I Viscor, Z Koscova, R Smisek, P Jurak, F Plesinger
Physiological Measurement 43 (4), 044001, 2022
62022
QRS Complex Detection in Paced and Spontaneous Ultra-High-Frequency ECG
Z Koscova, A Ivora, P Nejedly, J Halamek, P Jurak, M Matejkova, ...
2021 Computing in Cardiology (CinC) 48, 1-4, 2021
52021
VDI Vision-Analysis of Ventricular Electrical Dyssynchrony in Real-Time
F Plesinger, I Viscor, V Vondra, J Halamek, Z Koscova, P Leinveber, ...
2021 Computing in Cardiology (CinC) 48, 1-4, 2021
32021
DeepPlayer: An open‐source SignalPlant plugin for deep learning inference
F Plesinger, P Nejedly, Z Koscova, M Rohr, I Viscor, R Smisek, A Ivora, ...
Software: Practice and Experience 53 (2), 455-464, 2023
12023
Ultra-High Frequency ECG Deep-Learning Beat Detector Delivering QRS Onsets and Offsets
Z Koscova, R Smíšek, P Nejedly, J Halamek, P Jurak, P Leinveber, ...
2022 Computing in Cardiology (CinC) 498, 1-4, 2022
12022
Utilization of Deep Learning and Expert Feature Classifier for Detection of Heart Murmurs
P Nejedly, J Pavlus, R Smisek, E Vargova, Z Koscova, I Viscor, P Jurak, ...
2022 Computing in Cardiology (CinC) 498, 1-4, 2022
12022
Using Embedding Extractor and Transformer Encoder for Predicting Neurological Recovery from Coma After Cardiac Arrest
J Pavlus, K Pijackova, Z Koscova, R Smisek, I Viscor, V Travnicek, ...
2023 Computing in Cardiology (CinC) 50, 1-4, 2023
2023
Predicting Readmission of Heart Failure Patients
Z Koscova, E Vargova, J Pavlus, R Smisek, I Viscor, V Bulkova, ...
2023 Computing in Cardiology (CinC) 50, 1-4, 2023
2023
Scalable, Multiplatform, and Autonomous ECG Processor Supported by AI for Telemedicine Center
F Plesinger, A Ivora, E Vargova, R Smisek, J Pavlus, Z Koscova, ...
2022 Computing in Cardiology (CinC) 498, 1-4, 2022
2022
Wavelet Transform Based Detection of the First-Degree Atrioventricular Block
R Smisek, I Viscor, A Ivora, V Bulkova, L Marsanova, P Nejedly, ...
2021 Computing in Cardiology (CinC) 48, 1-4, 2021
2021
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