Search results
- 1.0579296 - ÚPT 2024 RIV US eng J - Journal Article
Sklenárová, B. - Chládek, Jan - Macek, Michal - Brázdil, M. - Chrastina, J. - Jurková, T. - Buřilová, M. - Plešinger, Filip - Zatloukalová, E. - Doležalová, I.
Entropy in scalp EEG can be used as a preimplantation marker for VNS efficacy.
Scientific Reports. Roč. 13, č. 1 (2023), č. článku 18849. ISSN 2045-2322. E-ISSN 2045-2322
R&D Projects: GA MŠMT(CZ) LX22NPO5107
Institutional support: RVO:68081731
Keywords : EEG * Drug-resistant epilepsy * Vagal nerve stimulation * Complexity * Entropy
OECD category: Neurosciences (including psychophysiology
Impact factor: 4.6, year: 2022
Method of publishing: Open access
https://www.nature.com/articles/s41598-023-46113-z
Permanent Link: https://hdl.handle.net/11104/0348138 - 2.0577393 - ÚPT 2024 RIV US eng J - Journal Article
Pijáčková, Kristýna - Nejedlý, Petr - Křemen, V. - Plešinger, Filip - Mívalt, F. - Lepková, K. - Pail, Martin - Jurák, Pavel - Worrell, G. A. - Brázdil, M. - Klimeš, Petr
Genetic algorithm designed for optimization of neural network architectures for intracranial EEG recordings analysis.
Journal of Neural Engineering. Roč. 20, č. 3 (2023), č. článku 036034. ISSN 1741-2560. E-ISSN 1741-2552
R&D Projects: GA MZd(CZ) NU22-08-00278; GA ČR(CZ) GA22-28784S; GA MŠMT(CZ) LX22NPO5107
Institutional support: RVO:68081731
Keywords : intracranial EEG * genetic algorithms * optimization * neural network * deep learning
OECD category: Neurosciences (including psychophysiology
Impact factor: 4, year: 2022
Method of publishing: Open access
https://iopscience.iop.org/article/10.1088/1741-2552/acdc54
Permanent Link: https://hdl.handle.net/11104/0348045 - 3.0572954 - ÚPT 2024 RIV GB eng J - Journal Article
Süssenbek, O. - Rademakers, L. - Waldauf, P. - Jurák, Pavel - Smíšek, Radovan - Štros, P. - Povišer, L. - Veselá, J. - Plešinger, Filip - Halámek, Josef - Leinveber, P. - Heřman, D. - Osmančík, P. - Čurila, K.
Left bundle branch area pacing results in more physiological ventricular activation than biventricular pacing in patients with left bundle branch block heart failure.
European Heart Journal Supplements. Roč. 25, Supplement E (2023), E17-E24. ISSN 1520-765X. E-ISSN 1554-2815
R&D Projects: GA MZd(CZ) NU21-02-00584
Institutional support: RVO:68081731
Keywords : Heart failure * Biv CRT * LBBAP * Ventricular synchrony * UHF-ECG
OECD category: Cardiac and Cardiovascular systems
Impact factor: 1.6, year: 2022
Method of publishing: Open access
https://academic.oup.com/eurheartjsupp/article/25/Supplement_E/E17/7174252
Permanent Link: https://hdl.handle.net/11104/0343477 - 4.0571948 - ÚPT 2024 RIV US eng J - Journal Article
Nejedlý, Petr - Křemen, V. - Lepková, K. - Mívalt, F. - Sladký, V. - Přidalová, Tereza - Plešinger, Filip - Jurák, Pavel - Pail, Martin - Brázdil, M. - Klimeš, Petr - Worrell, G. A.
Utilization of temporal autoencoder for semi-supervised intracranial EEG clustering and classification.
Scientific Reports. Roč. 13, č. 1 (2023), č. článku 744. ISSN 2045-2322. E-ISSN 2045-2322
R&D Projects: GA MZd(CZ) NU22-08-00278; GA MZd(CZ) NV19-04-00343
Institutional support: RVO:68081731
Keywords : temporal autoencoder * EEG
OECD category: Neurosciences (including psychophysiology
Impact factor: 4.6, year: 2022
Method of publishing: Open access
https://www.nature.com/articles/s41598-023-27978-6
Permanent Link: https://hdl.handle.net/11104/0345011 - 5.0571762 - ÚPT 2024 RIV CH eng J - Journal Article
Čurila, K. - Jurák, Pavel - Prinzen, F. W. - Jastrzębski, M. - Waldauf, P. - Halámek, Josef - Tóthová, M. - Znojilová, L. - Smíšek, Radovan - Kach, J. - Povišer, L. - Línková, H. - Plešinger, Filip - Moskal, P. - Viščor, Ivo - Vondra, Vlastimil - Leinveber, P. - Osmančík, P.
Bipolar anodal septal pacing with direct LBB capture preserves physiological ventricular activation better than unipolar left bundle branch pacing.
Frontiers in Cardiovascular Medicine. Roč. 10, 22 March (2023), č. článku 1140988. E-ISSN 2297-055X
R&D Projects: GA MZd(CZ) NU21-02-00584
Institutional support: RVO:68081731
Keywords : ultra-high-frequency ECG * dyssynchrony * LBBP * anodal septal pacing * His bundle pacing
OECD category: Cardiac and Cardiovascular systems
Impact factor: 3.6, year: 2022
Method of publishing: Open access
https://www.frontiersin.org/articles/10.3389/fcvm.2023.1140988/full
Permanent Link: https://hdl.handle.net/11104/0344481 - 6.0565476 - ÚPT 2024 RIV GB eng J - Journal Article
Plešinger, Filip - Nejedlý, Petr - Koščová, Zuzana - Rohr, M. - Viščor, Ivo - Smíšek, Radovan - Ivora, Adam - Leinveber, P. - Čurila, K. - Antink, C. H.
DeepPlayer: An open-source SignalPlant plugin for deep learning inference.
Software-Practice & Experience. Roč. 53, č. 2 (2023), s. 455-464. ISSN 0038-0644. E-ISSN 1097-024X
Grant - others:AV ČR(CZ) StrategieAV21/26
Program: StrategieAV
Institutional support: RVO:68081731
Keywords : artificial intelligence * deep learning * signal processing * SignalPlant * software
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impact factor: 3.5, year: 2022
Method of publishing: Open access
https://onlinelibrary.wiley.com/doi/10.1002/spe.3159
Permanent Link: https://hdl.handle.net/11104/0337016
Research data: Zenodo - 7.0559945 - ÚPT 2023 RIV US eng J - Journal Article
Ghossein, M. A. - van Stipdonk, A. M. W. - Plešinger, Filip - Kloosterman, M. - Wouters, P. C. - Salden, O. A. E. - Meine, M. - Maass, A. H. - Prinzen, F. W. - Vernooy, K.
Reduction in the QRS area after cardiac resynchronization therapy is associated with survival and echocardiographic response.
Journal of Cardiovascular Electrophysiology. Roč. 32, č. 3 (2021), s. 813-822. ISSN 1045-3873. E-ISSN 1540-8167
Institutional support: RVO:68081731
Keywords : cardiac resynchronization therapy * echocardiographic response * heart failure * QRS area * QRS area reduction * survival
OECD category: Cardiac and Cardiovascular systems
Impact factor: 2.942, year: 2021
Method of publishing: Open access
https://onlinelibrary.wiley.com/doi/10.1111/jce.14910
Permanent Link: https://hdl.handle.net/11104/0333070 - 8.0559662 - ÚPT 2023 RIV GB eng J - Journal Article
Ivora, Adam - Viščor, Ivo - Nejedlý, Petr - Smíšek, Radovan - Koščová, Zuzana - Bulková, V. - Halámek, Josef - Jurák, Pavel - Plešinger, Filip
QRS detection and classification in Holter ECG data in one inference step.
Scientific Reports. Roč. 12, č. 1 (2022), č. článku 12641. ISSN 2045-2322. E-ISSN 2045-2322
R&D Projects: GA TA ČR(CZ) FW01010305
Institutional support: RVO:68081731
Keywords : ECG * Machine learning * Deep learning * QRS detection * QRS classification
OECD category: Medical engineering
Impact factor: 4.6, year: 2022
Method of publishing: Open access
https://www.nature.com/articles/s41598-022-16517-4
Permanent Link: https://hdl.handle.net/11104/0335256 - 9.0559443 - ÚPT 2023 RIV GB eng J - Journal Article
Rohr, M. - Reich, C. - Höhl, A. - Lilienthal, T. - Dege, T. - Plešinger, Filip - Bulková, V. - Clifford, G. - Reyna, M. - Antink, C. H.
Exploring novel algorithms for atrial fibrillation detection by driving graduate level education in medical machine learning.
Physiological Measurement. Roč. 43, č. 7 (2022), č. článku 074001. ISSN 0967-3334. E-ISSN 1361-6579
Institutional support: RVO:68081731
Keywords : gamification * atrial fibrillation * electrocardiogram * deep learning
OECD category: Medical engineering
Impact factor: 3.2, year: 2022
Method of publishing: Open access
https://iopscience.iop.org/article/10.1088/1361-6579/ac7840
Permanent Link: https://hdl.handle.net/11104/0333392 - 10.0557480 - ÚPT 2023 RIV GB eng J - Journal Article
Nejedlý, Petr - Ivora, Adam - Viščor, Ivo - Koščová, Zuzana - Smíšek, Radovan - Jurák, Pavel - Plešinger, Filip
Classification of ECG using ensemble of residual CNNs with or without attention mechanism.
Physiological Measurement. Roč. 43, č. 4 (2022), č. článku 044001. ISSN 0967-3334. E-ISSN 1361-6579
R&D Projects: GA TA ČR(CZ) FW01010305
Institutional support: RVO:68081731
Keywords : ECG * classification * deep learning * PhysioNet challenge 2021 * attention mechanism
OECD category: Medical engineering
Impact factor: 3.2, year: 2022
Method of publishing: Limited access
https://iopscience.iop.org/article/10.1088/1361-6579/ac647c
Permanent Link: https://hdl.handle.net/11104/0333433