Detail projektu

Moderní přístupy v analýze signálů, systémů a dat v biomedicínských aplikacích

Období řešení: 01.03.2020 — 28.02.2023

Zdroje financování

Vysoké učení technické v Brně - Vnitřní projekty VUT

- plně financující (2020-01-01 - 2021-12-31)

O projektu

Projekt je zaměřen obecně na aplikace inženýrských principů do oblastí biomedicíny, biologie a bioinformatiky. V těchto oblastech se zaměřuje na konkrétní témata, která jsou dlouhodobě předmětem výzkumu na UBMI. Jde zejména o zpracování a analýzu biosignálů (EKG, EMG, polysomnografie), zpracování a analýzu obrazů z různých zobrazovacích modalit (především optické zobrazování, MRI a CT), výzkum viability buněk pomocí mikroskopických metod a aplikace pokročilých matematických metod pro zpracování a analýzu genomických signálů.

Označení

FEKT-S-20-6195

Originální jazyk

čeština

Řešitelé

Kolář Radim, doc. Ing., Ph.D. - hlavní řešitel
Bartoň Vojtěch, Ing. - spoluřešitel
Čejková Darina, Mgr. Bc., Ph.D. - spoluřešitel
Čmiel Vratislav, Ing., Ph.D. - spoluřešitel
Enikeev Amir, Ing. - spoluřešitel
Filipenská Marina, Ing., Ph.D. - spoluřešitel
Harabiš Vratislav, Ing., Ph.D. - spoluřešitel
Hejč Jakub, Ing., Ph.D. - spoluřešitel
Hesko Branislav, Ing. - spoluřešitel
Hracho Michal, Ing. - spoluřešitel
Chmelík Jiří, Ing., Ph.D. - spoluřešitel
Chmelíková Larisa, Ph.D. - spoluřešitel
Jakubíček Roman, Ing., Ph.D. - spoluřešitel
Jakubíčková Markéta, Ing., Ph.D. - spoluřešitel
Janoušek Oto, Ing., Ph.D. - spoluřešitel
Jugas Robin, Ing., Ph.D. - spoluřešitel
Kašpar Jakub, Ing. - spoluřešitel
Kolářová Jana, doc. Ing., Ph.D. - spoluřešitel
Kozumplík Jiří, doc. Ing., CSc. - spoluřešitel
Králík Martin, Ing. - spoluřešitel
Mézl Martin, Ing., Ph.D. - spoluřešitel
Musilová Jana, Ing., Ph.D. - spoluřešitel
Němcová Andrea, Ing., Ph.D. - spoluřešitel
Novotná Petra, Ing. - spoluřešitel
Odstrčilík Jan, Ing., Ph.D. - spoluřešitel
Orságová Eva, Ing. - spoluřešitel
Paštěka Richard, Ing., MSc - spoluřešitel
Provazník Valentine, prof. Ing., Ph.D. - spoluřešitel
Roy Sudeep, Ph.D. - spoluřešitel
Sedlář Karel, doc. Mgr. Ing., Ph.D. - spoluřešitel
Smíšek Radovan, Ing., Ph.D. - spoluřešitel
Smital Lukáš, Ing., Ph.D. - spoluřešitel
Svozilová Veronika, Ing. - spoluřešitel
Šabatová Kateřina, Ing. - spoluřešitel
Šaclová Lucie, Ing., Ph.D. - spoluřešitel
Tyagi Atul, M.Sc., Ph.D. - spoluřešitel
Vičar Tomáš, Ing., Ph.D. - spoluřešitel
Vítek Martin, Ing., Ph.D. - spoluřešitel
Vítková Helena, Ing., Ph.D. - spoluřešitel

Útvary

Ústav biomedicínského inženýrství
- interní (01.01.2020 - 31.12.2022)
Fakulta elektrotechniky a komunikačních technologií
- příjemce (01.01.2020 - 31.12.2022)

Výsledky

BARTOŇ, V.; NYKRÝNOVÁ, M.; ŠKUTKOVÁ, H. Watershed Segmentation for Peak Picking in Mass Spectrometry Data. In Bioinformatics and Biomedical Engineering. Lecture Notes in Computer Science. 2020. p. 494-502. ISBN: 978-3-030-45384-8. ISSN: 0302-9743.
Detail

NYKRÝNOVÁ, M.; BARTOŇ, V.; BEZDÍČEK, M.; LENGEROVÁ, M.; ŠKUTKOVÁ, H. Detection of Highly Variable Genome Fragments in Unmapped Reads of Escherichia coli Genomes. In Bioinformatics and Biomedical Engineering. Lecture Notes in Computer Science. 2020. p. 569-578. ISBN: 978-3-030-45384-8. ISSN: 0302-9743.
Detail

NĚMCOVÁ, A.; JORDÁNOVÁ, I.; VAŘEČKA, M.; SMÍŠEK, R.; MARŠÁNOVÁ, L.; SMITAL, L.; VÍTEK, M. Monitoring of heart rate, blood oxygen saturation, and blood pressure using a smartphone. Biomedical Signal Processing and Control, 2020, vol. 59, no. May 2020, p. 1-10. ISSN: 1746-8108.
Detail

MUSILOVÁ, J. HOMOLOGSEARCH: R Package for Identyfying Homologous Sequences between Model and Non-model Organisms. In Proceeding I of the 26th Conference STUDENT EEICT 2020. Brno: Vysoké učení technické v Brně, Fakulta elektrotechniky a komunikačních technologií, 2020. p. 334-338. ISBN: 978-80-214-5867-3.
Detail

NEMČEK, J. Detection of intracranial haemorrhages in head CT data based on deep learning. In Proceedings II of the 26th Conference STUDENT EEICT 2020. Brno: Brno University of Technolog, Faculty of Electrical Engineering anf Communication, 2020. p. 72-75. ISBN: 978-80-214-5868-0.
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SCHWARZEROVÁ, J. Reproducible analytical pipeline for using raw RNA-Seq data from non-model organisms. Proceedings of the 26th Conference STUDENT EEICT 2020. Brno: Vysoké učení technické v Brně, Fakulta elektrotechniky a komunikačních technologií, 2020. p. 225-228. ISBN: 978-80-214-5867-3.
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TORNOW, R.; KOLÁŘ, R.; ODSTRČILÍK, J.; LABOUNKOVÁ, I.; HORN, F. Imaging video plethysmography shows reduced signal amplitude in glaucoma patients in the area of the microvascular tissue of the optic nerve head. GRAEFES ARCHIVE FOR CLINICAL AND EXPERIMENTAL OPHTHALMOLOGY, 2020, no. 1, p. 1-12. ISSN: 0721-832X.
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NĚMCOVÁ, A.; VÍTEK, M.; NOVÁKOVÁ, M. Complex study on compression of ECG signals using novel single-cycle fractal-based algorithm and SPIHT. Scientific Reports, 2020, vol. 10, no. 1, p. 1-15. ISSN: 2045-2322.
Detail

SMITAL, L.; HAIDER, C.; VÍTEK, M.; LEINVEBER, P.; JURÁK, P.; NĚMCOVÁ, A.; SMÍŠEK, R.; MARŠÁNOVÁ, L.; PROVAZNÍK, I.; FELTON, C.; GILBERT, B.; HOLMES, D. Real-Time Quality Assessment of Long-Term ECG Signals Recorded by Wearables in Free-Living Conditions. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2020, vol. 67, no. 10, p. 2721-2734. ISSN: 1558-2531.
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ONDRUŠ, J.; HUBATKA, F.; KULICH, P.; ODEHNALOVÁ, N.; HARABIŠ, V.; HESKO, B.; SYCHRA, O.; ŠIROKÝ, P.; TURÁNEK, J.; NOVOBILSKÝ, A. A novel approach to imaging engorged ticks: Micro-CT scanning of Ixodes ricinus fed on blood enriched with gold nanoparticles. TICKS TICK-BORNE DIS, 2020, vol. 12, no. 1, p. 1-6. ISSN: 1877-959X.
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VIČAR, T.; HEJČ, J.; NOVOTNÁ, P.; RONZHINA, M.; JANOUŠEK, O. ECG Abnormalities Recognition Using Convolutional Network With Global Skip Connections and Custom Loss Function. In Computing in Cardiology 2020. Compuing in Cardiology 2013. 47. NEW YORK: IEEE, 2020. p. 1-4. ISBN: 978-1-7281-7382-5. ISSN: 2325-8861.
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NOVOTNÁ, P.; VIČAR, T.; RONZHINA, M.; HEJČ, J.; KOLÁŘOVÁ, J. Deep-Learning Premature Contraction Localization in 12-lead ECG From Whole Signal Annotations. In Computing in Cardiology 2020. Compuing in Cardiology 2013. 47. NEW YORK: IEEE, 2020. p. 1-4. ISBN: 978-1-7281-7382-5. ISSN: 2325-8861.
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PAL, A.; ROY, S.; KUMAR, A.; MAHMOOD, S.; KHODAPANAH, N.; THOMAS, S.; AGATEMOR, C.; GHOSAL, K. Physicochemical Characterization, Molecular Docking, and In Vitro Dissolution of Glimepiride−Captisol Inclusion Complexes. ACS OMEGA, 2020, vol. 5, no. 32, p. 19968-19977. ISSN: 2470-1343.
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VASYLKIVSKA, M.; BRANSKÁ, B.; SEDLÁŘ, K.; JUREČKOVÁ, K.; PROVAZNÍK, I.; PATÁKOVÁ, P. Phenotypic and genomic analysis of Clostridium beijerinckii NRRL B-598 mutants with increased butanol tolerance. Frontiers in Bioengineering and Biotechnology, 2020, vol. 8, no. 1, p. 1-18. ISSN: 2296-4185.
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SEDLÁŘ, K.; VASYLKIVSKA, M.; MUSILOVÁ, J.; BRANSKÁ, B.; PROVAZNÍK, I.; PATÁKOVÁ, P. Phenotypic and genomic analysis of isopropanol and 1,3-propanediol producer Clostridium diolis DSM 15410. GENOMICS, 2020, vol. 113, no. 1, p. 1109-1119. ISSN: 0888-7543.
Detail

SMITAL, L.; MARŠÁNOVÁ, L.; SMÍŠEK, R.; NĚMCOVÁ, A.; VÍTEK, M. Robust QRS Detection Using Combination of Three Independent Methods. In Computing in Cardiology 2020. Computing in Cardiology. Rimini, Italy: IEEE, 2020. p. 1-4. ISSN: 2325-887X.
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REPČÍK, T.; POLÁKOVÁ, V.; WALOSZEK, V.; NOHEL, M.; SMITAL, L.; VÍTEK, M.; KOLÁŘ, R. Biometric Authentication Using the Unique Characteristics of the ECG Signal. In Computing in Cardiology 2020. Computing in Cardiology. Rimini, Italy: IEEE, 2020. p. 1-4. ISSN: 2325-887X.
Detail

SKOPALÍK, J.; PRŮCHA, J.; SEKORA, J.; ČMIEL, V.; PARAK, T.; MASEK, j. TEST OF COMPLEX NANOSTRUCTURES AS GENE DELIVERY SYSTEM TO CARDIAC CELLS. In NANOCON. SLEZSKA: TANGER LTD, 2020. p. 342-346. ISBN: 978-80-87294-98-7.
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RAJENDRAN, M.; ROY, S.; RAVICHANDRAN, K.; MISHRA, B.; GUPTA, D.; NAGARAJAN, S.; SELVARAJ, R.; PROVAZNÍK, I. In-silico screening and molecular dynamics of phytochemicals from Indian cuisine against SARS-CoV-2 MPro. JOURNAL OF BIOMOLECULAR STRUCTURE & DYNAMICS, 2020, vol. 38, no. 18, p. 1-15. ISSN: 1538-0254.
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MARŠÁNOVÁ, L.; NĚMCOVÁ, A.; SMÍŠEK, R.; SMITAL, L.; VÍTEK, M. Single-Feature Method for Fast Atrial Fibrillation Detection in ECG Signals. In Computing in Cardiology 2020. Computing in Cardiology. Rimini, Italy: IEEE, 2020. p. 1-4. ISSN: 2325-887X.
Detail

SMÍŠEK, R.; NĚMCOVÁ, A.; MARŠÁNOVÁ, L.; SMITAL, L.; VÍTEK, M.; KOZUMPLÍK, J. Cardiac Pathologies Detection and Classification in 12-lead ECG. In Computing in Cardiology 2020. Computing in Cardiology. Rimini, Italy: IEEE, 2020. p. 1-4. ISSN: 2325-887X.
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LABOUNKOVÁ, I.; LABOUNEK, R.; NESTRAŠIL, I.; ODSTRČILÍK, J.; TORNOW, R.; KOLÁŘ, R. Blind Source Separation of Retinal Pulsatile Patterns in Optic Nerve Head Video-Recordings. IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021, vol. 40, no. 3, p. 852-864. ISSN: 0278-0062.
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MUSILOVÁ, J.; SEDLÁŘ, K. Tools for Time-Course Simulation in Systems Biology: A Brief Overview. Briefings in Bioinformatics, 2021, vol. 22, no. 5, p. 1-15. ISSN: 1477-4054.
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PATÁKOVÁ, P.; KOLEK, J.; JUREČKOVÁ, K.; BRANSKÁ, B.; SEDLÁŘ, K.; VASYLKIVSKA, M.; PROVAZNÍK, I. Deeper below the surface – transcriptional changes of selected Clostridium beijerinckii NRRL B-598 genes induced by butanol shock. MicrobiologyOpen, 2020, vol. 00, no. 0, p. 1-14. ISSN: 2045-8827.
Detail

BRANSKÁ, B.; VASYLKIVSKA, M.; RASCHMANOVÁ, H.; JUREČKOVÁ, K.; SEDLÁŘ, K.; PROVAZNÍK, I.; PATÁKOVÁ, P. Changes in efflux pump activity of Clostridium beijerinckii throughout ABE fermentation. Applied Microbiology and Biotechnology, 2021, vol. 105, no. 1, p. 1-13. ISSN: 1432-0614.
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SKOPALÍK, J.; HORÁK, T.; ČMIEL, V.;PARÁK, T.; PRŮCHA, J.; SVIK, K.; MAŠEK, J. SELECTION OF NANOPRTICLES FOR GENE AND PROTEIN DELIVERY AND QUANTIFICATION OF LASMID/PROTEIN SURFACE ADSORPTION. XX. Workshop of Biophysical Chemists and Electrochemists Book of abstracts. Brno: MUNI Press, 2020. p. 60-61. ISBN: 978-80-210-9655-4.
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BARILÍKOVÁ, L. MY_UMI_TOOL: Processing of Unique Molecular Identifiers without Mapping to a Reference Genome. In PROCEEDINGS II OF THE 26TH CONFERENCE STUDENT EEICT 2020. Brno: Vysoké učení technické v Brně, Fakulta elektrotechniky a komunikačních technologií, 2020. p. 76-79. ISBN: 978-80-214-5868-0.
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MARŠÁLOVÁ, K.; SCHWARZ, D.; PROVAZNÍK, I. Classification of First-Episode Schizophrenia Using Wavelet Imaging Features. In Digital Personalized Health and Medicine. Studies in Health Technology and Informatics. Geneve: IOS Press, 2020. p. 1221-1222. ISBN: 978-1-64368-083-5.
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NYKRÝNOVÁ, M.; BARTOŇ, V.; SEDLÁŘ, K.; BEZDÍČEK, M.; LENGEROVÁ, M.; ŠKUTKOVÁ, H. Word entropy-based approach to detect highly variable genetic markers for bacterial genotyping. Frontiers in Microbiology, 2021, vol. 12, no. 1, p. 1-8. ISSN: 1664-302X.
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ENIKEEV, A.; SKOPALÍK, J.; PARÁK, T.; ŠVÍK, K.; ČMIEL, V.; KOLÁŘOVÁ, J.; MAŠEK, J. Smart biometric recording system. In 20th Conference of Czech and Slovak Physicists Proceeding. Slovak Physical Society, Czech Physical Society, 2020. p. 109-110. ISBN: 978-80-89855-13-1.
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JUREČKOVÁ, K.; RASCHMANOVÁ, H.; KOLEK, J.; VASYLKIVSKA, M.; BRANSKÁ, B.; PATÁKOVÁ, P.; PROVAZNÍK, I.; SEDLÁŘ, K. Identification and validation of reference genes in Clostridium beijerinckii NRRL B-598 for RT-qPCR using RNA-Seq data. Frontiers in Microbiology, 2021, vol. 12, no. 1, p. 1-10. ISSN: 1664-302X.
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LABOUNEK, R.; WU, Z.; BRIDWELL, D.; BRÁZDIL, M.; JAN, J.; NESTRAŠIL, I. Blind Visualization of Task-Related Networks From Visual Oddball Simultaneous EEG-fMRI Data: Spectral or Spatiospectral Model?. Frontiers in Neurology, 2021, vol. 12, no. 1, p. 1-18. ISSN: 1664-2295.
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SÝNKOVÁ, I.; BÉBAROVÁ, M.; ANDRŠOVÁ, I.; CHMELÍKOVÁ, L.; ŠVECOVÁ, O.; HOŠEK, J.; PÁSEK, M.; VÍT, P.; VALÁŠKOVÁ, I.; GAILLYOVÁ, R.; NAVRÁTIL, R.; NOVOTNÝ, T. Long-QT founder variant T309I-Kv7.1 with dominant negative pattern may predispose delayed afterdepolarizations under β-adrenergic stimulation. Scientific Reports, 2021, vol. 11, no. 1, p. 1-13. ISSN: 2045-2322.
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MUSILOVÁ, J. PATHWAYS IDENTIFICATION IN THE GRAM-POSITIVE BACTERIUM ANEURINIBACILLUS SPECIES H1. In Proceedings II of the 27th Conference STUDENT EEICT 2021 selected papers. 1. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2021. p. 111-115. ISBN: 978-80-214-5943-4.
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ZUMBERG, I. MONITORING THE PARAMETERS OF CELLS MIGRATING IN PSEUDO-3D EXTRACELLULAR MATRIX. Proceedings I of the 27th Conference STUDENT EEICT 2021. Brno: Vysoké učení technické v Brně, Fakulta elektrotechniky a komunikačních technologií, 2021. p. 306-311. ISBN: 978-80-214-5942-7.
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RONZHINA, M.; STRAČINA, T.; LACINOVÁ, Ľ.; ONDÁČOVÁ, K.; PAVLOVIČOVÁ, M.; MARŠÁNOVÁ, L.; SMÍŠEK, R.; JANOUŠEK, O.; FIALOVÁ, K.; KOLÁŘOVÁ, J.; NOVÁKOVÁ, M.; PROVAZNÍK, I. Di-4-ANEPPS modulates electrical activity and progress of myocardial ischemia in rabbit isolated heart. Frontiers in Physiology, 2021, vol. 12, no. 6, p. 1-15. ISSN: 1664-042X.
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HASHEMI, A.; EZATI, M.; MOHAMMADNEJAD, J.; HOUSHMAND, B.; FAGHIHI, S. Chitosan Coating of TiO2 Nanotube Arrays for Improved Metformin Release and Osteoblast Differentiation. International Journal of Nanomedicine, 2020, vol. 15, no. 1, p. 4471-4481. ISSN: 1178-2013.
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GUMULEC, J.; VIČAR, T. Multimodal image segmentation. In Imaging Modalities for Biological and Preclinical Research: A Compendium, Volume 2. IOP Publishing, 2021. p. III.4.d-1 (III.4.d-12 p.)ISBN: 978-0-7503-3747-2.
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NĚMCOVÁ, A.; SMÍŠEK, R.; VÍTEK, M.; NOVÁKOVÁ, M. Pathologies affect the performance of ECG signals compression. Scientific Reports, 2021, vol. 11, no. 1, p. 1-9. ISSN: 2045-2322.
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SEDLÁŘ, K.; NYKRÝNOVÁ, M.; BEZDÍČEK, M.; BRANSKÁ, B.; LENGEROVÁ, M.; PATÁKOVÁ, P.; ŠKUTKOVÁ, H. Diversity and Evolution of Clostridium beijerinckii and Complete Genome of the Type Strain DSM 791T. Processes, 2021, vol. 9, no. 7, p. 1-16. ISSN: 2227-9717.
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SCHWARZEROVÁ, J. OPERON-EXPRESSER: The Innovated Gene Expression-based Algorithm for Operon Structures Inference. Proceedings of the 27th Conference STUDENT EEICT 2021. Brno: Vysoké učení technické v Brně, Fakulta elektrotechniky a komunikačních technologií, 2021. p. 301-306. ISBN: 978-80-214-5942-7.
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SEKUBOYINA, A.; HUSSEINI, M.; BAYAT, A.; et al. VerSe: A Vertebrae Labelling and Segmentation Benchmark for Multi-detector CT Images. MEDICAL IMAGE ANALYSIS, 2021, vol. 73, no. 4, p. 1-32. ISSN: 1361-8415.
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JUŘICOVÁ, H.; MATIAŠOVICOVÁ, J.; KUBASOVÁ, T.; ČEJKOVÁ, D.; RYCHLÍK, I. The distribution of antibiotic resistance genes in chicken gut microbiota commensals. Scientific Reports, 2021, vol. 11, no. 1, p. 1-10. ISSN: 2045-2322.
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JUŘICOVÁ, H.; MATIAŠOVICOVÁ, J.; KUBASOVÁ, T.; ČEJKOVÁ, D.; RYCHLÍK, I. Distribuce genů rezistence k antibiotikům u komenzálních bakterií slepého střeva kura domácího. Veterinářství. Profi Press, s.r.o. GJ, 2021, roč. 71, č. 7, s. 411-414. ISSN: 0506-8231.
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HAMZA, A. Cognitive function assessment during 2 mA transcranial direct current stimulation in DLPFC in healthy volunteers. Nippon seirigaku zasshi. Journal of the Physiological Society of Japan, 2019, vol. 7, no. 20, p. 1-7. ISSN: 0031-9341.
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SEDLÁČEK, I.; HOLOCHOVÁ, P.; SOBOTKA, R.; BUSSE, H.; ŠVEC, P.; KRÁLOVÁ, S.; ŠEDO, O.; PILNÝ, J.; STAŇKOVÁ, E.; KOUBLOVÁ, V.; SEDLÁŘ, K. Classification of a Violacein-Producing Psychrophilic Group of Isolates Associated with Freshwater in Antarctica and Description of Rugamonas violacea sp. nov. Microbiology spectrum, 2021, vol. 9, no. 1, p. 1-14. ISSN: 2165-0497.
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VALTEROVÁ, E. Automatic adaptive optics retinal images montaging. In Proceedings of the 27th Conference STUDENT EEICT 2021 selected papers. 1. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2021. p. 121-125. ISBN: 978-80-214-5943-4.
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VALTEROVÁ, E.; RAUSCHER, F.G..; KOLÁŘ, R. Robust Automatic Montaging of Adaptive Optics Flood Illumination Retinal Images. In Annual Conference on Medical Image Understanding and Analysis. Lecture Notes in Computer Science. Oxford, Great Britain: Springer, Cham., 2021. p. 503-513. ISBN: 978-3-030-80432-9. ISSN: 0302-9743.
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BALZEKAS, I.; SLADKÝ, V.; NEJEDLÝ, P.; BRINKMANN, B.; CREPEAU, D.; MÍVALT, F.; GREGG, N.; ATTIA, T.; MARKS, V.; WHEELER, L.; RICELLI, T.; STAAB, J.; LUNDSTROM, B.; MILLER, K.; VAN GOMPEL, J.; KŘEMEN, V.; CROARKIN, P.; WORRELL, G. Invasive Electrophysiology for Circuit Discovery and Study of Comorbid Psychiatric Disorders in Patients With Epilepsy: Challenges, Opportunities, and Novel Technologies. Frontiers in Human Neuroscience, 2021, vol. 15, no. 1, p. 1-17. ISSN: 1662-5161.
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BARABASOVÁ, P.; KOVÁČOVÁ, V.; STEJSKAL, P.; UNČOVSKÝ, M.; VALTEROVÁ, E.; VYSTAVĚL, T. Tuneable in-situ nanoCT workflow using FIB/SEM. Ultramicroscopy, 2021, no. 225, p. 1-9. ISSN: 0304-3991.
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HECKMAN, L.; LUERMANS, J.; ČURILA, K.; VAN STIPDONK, A.; WESTRA, S.; SMÍŠEK, R.; PRINZEN, F.; VERNOOY, K. Comparing Ventricular Synchrony in Left Bundle Branch and Left Ventricular Septal Pacing in Pacemaker Patients. Journal of Clinical Medicine, 2021, vol. 10, no. 4, p. 1-12. ISSN: 2077-0383.
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ČURILA, K.; JURÁK, P.; HALÁMEK, J.; PRINZEN, F.; WALDAUF, P.; KARCH, J.; ŠTROS, P.; PLEŠINGER, F.; MIZNER, J.; SUŠÁNKOVÁ, M.; PROCHÁZKOVÁ, R.; SUSSENBEK, O.; VIŠČOR, I.; VONDRA, V.; SMÍŠEK, R.; LEINVEBER, P.; OSMANČÍK, P. Ventricular activation pattern assessment during right ventricular pacing: Ultrahigh-frequency ECG study. Journal of Cardiovascular Electrophysiology, 2021, vol. 32, no. 5, p. 1385-1394. ISSN: 1540-8167.
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DELL, K.; PAYNE, D.; KŘEMEN, V.; MATURANA, M.; GERLA, V.; NEJEDLÝ, P.; WORRELL, G.; LHOTSKA, L.; MÍVALT, F.; BOSTON, R.; BRINKMANN, B.; WENDYL, D.; BURKITT, A.; GRAYDEN, D.; KUHLMANN, L.; FREESTONE, D.; COOK, M. Seizure likelihood varies with day-to-day variations in sleep duration in patients with refractory focal epilepsy: A longitudinal electroencephalography investigation. EClinicalMedicine, 2021, vol. 37, no. 7, p. 1-12. ISSN: 2589-5370.
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ČURILA, K.; JURÁK, P.; JASTRZEBSKI, M.; PRINZEN, F.; WALDAUF, P.; HALÁMEK, J.; VERNOOY, K.; SMÍŠEK, R.; KARCH, J.; PLEŠINGER, F.; MOSKAL, P.; SUŠÁNKOVÁ, M.; ZNOJILOVÁ, L.; HECKMAN, L.; VIŠČOR, I.; VONDRA, V.; LEINVEBER, P.; OSMANČÍK, P. Left bundle branch pacing compared to left ventricular septal myocardial pacing increases interventricular dyssynchrony but accelerates left ventricular lateral wall depolarization. HEART RHYTHM, 2021, vol. 18, no. 8, p. 1281-1289. ISSN: 1547-5271.
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PAŠTĚKA, R.; SANTOS, P.; BARROS, N.; KOLÁŘ, R.; FORJAN, M. Patient-Ventilator Interaction Testing Using the Electromechanical Lung Simulator xPULM (TM) during V/A-C and PSV Ventilation Mode. Applied Sciences - Basel, 2021, vol. 11, no. 9, p. 1-14. ISSN: 2076-3417.
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PAŠTĚKA, R.; FORJAN, M.; SANTOS, P. Characteristic Waveforms for Testing of Medical Aerosol Inhalers. In 8th European Medical and Biological Engineering Conference. IFMBE PROCEEDINGS. EMBEC2020. Springer Science and Business Media Deutschland GmbH, 2020. p. 240-246. ISBN: 978-3-030-64609-7. ISSN: 1680-0737.
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EZATI, M.; ZUMBERG, I.; ČMIEL, V. Mitochondria morphology and membrane potential under stress conditions. In Proceedings I of the 28th Conference STUDENT EEICT 2022 General Papers. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2022. p. 432-436. ISBN: 978-80-214-6029-4.
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VIČAR, T.; CHMELÍK, J.; NAVRÁTIL, J.; KOLÁŘ, R.; CHMELÍKOVÁ, L.; ČMIEL, V.; JAGOŠ, J.; PROVAZNÍK, I.; MASAŘÍK, M.; GUMULEC, J. Cancer cell viscoelasticity measurement by quantitative phase and flow stress induction. BIOPHYSICAL JOURNAL, 2022, vol. 121, no. 9, p. 1632-1642. ISSN: 0006-3495.
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Masoumeh Ezati, Hamide Safavipour, Behzad Houshmand & Shahab Faghihi. Development of a PCL/gelatin/chitosan/beta-TCP electrospun composite for guided bone regeneration. Progress in Biomaterials, 2018, vol. 7, no. 3, p. 225-237. ISSN: 2194-0509.
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HAMZA, A.; MÉZL, M.; ZAFAR, S. Calculating the Cortical Thickness of Brain by using electrical and mathematical models for Optimal Transcranial Direct Current Stimulation. In Proceedings I of the 28th Conference STUDENT EEICT 2022 General Papers. 1. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2022. p. 421-426. ISBN: 978-80-214-6029-4.
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UHLENBROCK, C.; WENNMANN, M.; KLEIN, A.; BAUER, F.; CHMELÍK, J.; GRÖZINGER, M.; ROTKOPF, L.; GOTZ, M.; THIERJUNG, H.; SAUER, S.; BONEKAMP, D.; KLEESIEK, J.; WEBER, T.; HILLENGASS, J.; SCHLEMMER, H.; GOLDSCHMIDT, H.; FLOCA, R.; WEINHOLD, N.; MAIER-HEIN, K.; DELORME, S. Radiomics model of pelvic bone marrow in MRI for prediction of plasma cell infiltration in multiple myeloma patients. Jahrestagung der Deutschen, Österreichischen und Schweizerischen Gesellschaften für Hämatologie und Medizinische Onkologie. Oncology Research and Treatment. KARGER, ALLSCHWILERSTRASSE 10, CH-4009 BASEL, SWITZERLAND, 2021. p. 84-84. ISBN: 978-3-318-06712-5. ISSN: 2296-5270.
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HAMZA, A.; BASHIR, S. inter-individual variability in cortical plasticity assessment in healthy subjects by application of theta burst stimulation on primary motor cortex. In 3rd International brain stimulation conference. BRAIN STIMUL. 3. 2018. p. 443-444. ISBN: 978-0-12-404704-4. ISSN: 1935-861X.
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SHAHID, B.; SHAFIQ, A.; MOATH, A.; MOHAMED, S. et al. Quantifying and visualizing the transcranial direct current stimulation research indicators. International Journal of Research in Medical Sciences, 2018, vol. 6, no. 12, p. 4136-4149. ISSN: 2320-6071.
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MUHAMMAD, A.; SHAHID, B.; W-K, Y.; HAMZA, A.; MUHAMMAD, I.; AL, H. The effect of transcranial direct current stimulation combined with functional task training on motor recovery in stroke patients. EUR REV MED PHARMACO, 2018, vol. 22, no. 21, p. 7385-7392. ISSN: 1128-3602.
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SHAFIQ, A.; HAMZA, A.; SHAHID, B.; MOATH, A. An overview of transcranial magnetic stimulation research with bibliometric Indicators. Journal of Nature and Science of Medicine, 2019, vol. 2, no. 4, p. 196-207. ISSN: 2589-627X.
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SHAHID, B.; HAMZA, A.; W-K, Y.; AL, H.; ZIAN, A.; FAHAD, A. Effects of Navigated Transcranial Magnetic Stimulation Priming with Transcranial Direct Current (DC) Stimulation Coupled with Constraint-Induced Movement Therapy on Motor Function of Stroke Patients. Med Sci Hypotheses, 2018, vol. 27, no. 3720, p. 6-12. ISSN: 2373-3551.
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ŘEDINA, R. Optimization of wavelet transform in the task of intracardiac ECG segmentation. In Proceedings I of the 28th Conference STUDENT EEICT 2022. 1. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2022. p. 437-441. ISBN: 978-80-214-6029-4.
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NEMČEK, J.; VIČAR, T.; JAKUBÍČEK, R. Weakly Supervised Deep Learning-based Intracranial Hemorrhage Localization. In Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies - (Volume 2). SETUBAL: SciTePress, 2022. p. 111-116. ISBN: 978-989-758-552-4.
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NOHEL, M.; KOLÁŘ, R. Detection of optic disc in retinal fundus image. In Proceedings I of the 28th Conference STUDENT EEICT 2022 General Papers. 1. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2022. p. 239-242. ISBN: 978-80-214-6029-4.
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NOHEL, M.; JAN, J.; CHMELÍK, J. Characterization of osteolytic lesions by low-dose spectral CT in myeloma patients. In Proceedings I of the 28th Conference STUDENT EEICT 2022 General Papers. 1. Brno, Česká Republika: Brno University of Technology, 2022. p. 442-446. ISBN: 978-80-214-6029-4.
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WENNMANN, M.; KLEIN, A.; BAUER, F.; CHMELÍK, J.; GRÖZINGER, M.; UHLENBROCK, C.; LOCHNER, J.; NONNENMACHER, T.; ROTKOPF, L.; SAUER, S.; HIELSCHER, T.; GOTZ, M.; FLOCA, R.; NEHER, P.; BONEKAMP, D.; HILLENGASS, J.; KLEESIEK, J.; WEINHOLD, N.; WEBER, T.; GOLDSCHMIDT, H.; MAIER-HEIN, K.; SCHLEMMER, H. Combining Deep Learning and Radiomics for Automated, Objective, Comprehensive Bone Marrow Characterization From Whole-Body MRI: A Multicentric Feasibility Study. INVESTIGATIVE RADIOLOGY, 2022, vol. 57, no. 11, p. 752-763. ISSN: 0020-9996.
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MARŠÁNOVÁ, L.; NĚMCOVÁ, A.; SMÍŠEK, R.; SMITAL, L.; VÍTEK, M.; RONZHINA, M. Reliable P wave detection in pathological ECG signals. Scientific Reports, 2022, vol. 12, no. 1, p. 1-14. ISSN: 2045-2322.
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ŠVEC, P.; KRÁLOVÁ, S.; STAŇKOVÁ, E.; HOLOCHOVÁ, P.; SEDLÁŘ, K.; KOUDELKOVÁ, S.; KRSEK, D.; GRZESIAK, J.; ŠEDO, O.; VÁCZI, P.; URVASHI, U.; GUPTA, V.; SOOD, U.; LAL, R.; KORPOLE, S.; SEDLÁČEK, I. Pedobacter fastidiosus sp. nov., isolated from glacial habitats of maritime Antarctica. INTERNATIONAL JOURNAL OF SYSTEMATIC AND EVOLUTIONARY MICROBIOLOGY, 2022, vol. 72, no. 4, p. 1-9. ISSN: 1466-5026.
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STRAČINA, T.; RONZHINA, M.; ŘEDINA, R.; NOVÁKOVÁ, M. Golden Standard or Obsolete Method? Review of ECG Applications in Clinical and Experimental Context. Frontiers in Physiology, 2022, vol. 13, no. 1, p. 1-20. ISSN: 1664-042X.
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SEDLÁŘ, K.; ZIMMER, R. Comparison of Stranded and Non-stranded RNA-Seq in Predicting Small RNAs in a Non-model Bacterium. In Lecture Notes in Bioinformatics. Lecture Notes in Computer Science. 13347. Springer Nature, 2022. p. 45-56. ISBN: 978-3-031-07802-6. ISSN: 1611-3349.
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BARTOŇ, V.; ŠKUTKOVÁ, H. Data Transformation for Clustering Utilization for Feature Detection in Mass Spectrometry. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 13347. Springer, 2022. p. 288-299. ISBN: 978-3-031-07801-9.
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Archana Verma1, Shweta Singh Chauhan1, Vaishali Pankaj1, Neha Srivastv, Prachi Srivastava. Network Biology Approaches to Identify the Drug Lead Molecule for Neurodevelopmental Disorders in Human. The Open Bioinformatics Journal, 2020, vol. 13, no. 1, p. 15-24. ISSN: 1875-0362.
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NEHA SINGH, INDERJEET BHOGAL, BHARAT KUMAR MISHRA, AND JESHIMA KHAN YASIN. Carbonic anhydrase genes network: Key role players in pH flux and abiotic stress tolerance. Journal of AgriSearch, 2016, vol. 3, no. 4, p. 195-198. ISSN: 2348-8867.
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NEHA SINGH, INDERJEET BHOGAL, ABHISHEK KUMAR, PUNIT TYAGI, GIRIJA SIKARWAR, SAKSHI CHAUDHARY, JESHIMA YASIN KHAN. Stop the new gene, the alien: Breakdown of transgenes and introgressions by ncRNA mediated gene regulations. Journal of AgriSearch, 2017, vol. 4, no. 2, p. 133-140. ISSN: 2348-8867.
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PANOVSKÝ, R.; DOUBKOVÁ, M.; LUZ MOJICA-PISCIOTTI, M.; HOLEČEK, T.; MÁCHAL, J.; FEITOVÁ, V.; MASÁROVÁ, L.; OPATŘIL, L.; KINCL, V.; VÍŠKOVÁ, J. Left ventricular myocardial deformation assessment in asymptomatic patients with recently diagnosed sarcoidosis of the respiratory tract and/or extrapulmonary sarcoidosis. Orphanet Journal of Rare Diseases, 2021, vol. 16, no. 1, p. 1-8. ISSN: 1750-1172.
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LUZ MOJICA-PISCIOTTI, M.; PANOVSKÝ, R.; MASÁROVÁ, L.; PEŠL, M.; STÁREK, Z.; HOLEČEK, T.; FEITOVÁ, V.; OPATŘIL, L.; DOLEŽALOVÁ, K.; KINCL, V. Left atrium phasic impairments in paroxysmal atrial fibrillation patients assessed by cardiovascular magnetic resonance feature tracking. Scientific Reports, 2022, vol. 12, no. 1, p. 7539 ( p.)ISSN: 2045-2322.
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OPATŘIL, L.; PANOVSKÝ, R.; LUZ MOJICA-PISCIOTTI, M.; MÁCHAL, J.; KREJČÍ, J.; HOLEČEK, T.; MASÁROVÁ, L.; FEITOVÁ, V.; GODAVA, J.; KINCL, V.; KEPÁK, T.; ZÁVODNÁ, G.; ŠPINAROVÁ, L. Stress pulmonary circulation parameters assessed by a cardiovascular magnetic resonance in patients after a heart transplant. Scientific Reports, 2022, vol. 12, no. 1, p. 1-10. ISSN: 2045-2322.
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LUZ MOJICA-PISCIOTTI, M.; PANOVSKÝ, R.; HOLEČEK, T.; MASÁROVÁ, L.; PEŠL, M.; STÁREK, Z.; FEITOVÁ, V.; OPATŘIL, L.; KINCL, V. Exploring left atrium volumetric rates derived from cardiovascular magnetic resonance feature tracking imaging in paroxysmal atrial fibrillation. CARDIOVASCULAR RESEARCH. OXFORD: OXFORD UNIV PRESS, 2022. p. 1 (1 s.). ISSN: 1755-3245.
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JAKUBÍČEK, R.; VALESCO, C.; HUA, A.; FOTAKI, A.; PRIETO, C.; BOTNAR, R. Deep-MyoSeg: Deep learning-based approach for myocardium segmentation in clinical T1-MOLLI and T2-bSSFP maps. ABSTRACT BOOK - SMRA 2022 -34th Annual International Conference Solving clinical problems with human creativity and machine learning. The Society for Magnetic Resonance Angiography (SMRA), Los Angeles, Spojené státy americké: 2022. p. 100-100.
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ZUMBERG, I.; ČMIEL, V.; ORLOVÁ, L.; HASHEMI, A.; JAGOŠ, J. Monitoring the endothelial cell behavior during flow stress induction using digital holographic microscopy. 16th Multinational Congress on Microscopy 16MCM: BOOK OF ABSTRACTS. Brno: Czechoslovak Microscopy Society, 2022. p. 304-305. ISBN: 978-80-11-02253-2.
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POMYKALOVÁ, B.; POLZEROVÁ, N.; NEJEZCHLEBOVÁ, J.; SCHWARZEROVÁ, J.; JUREČKOVÁ, K.; SEDLÁŘ, K. Advanced annotation related to gene regulation in Clostridium beijerinckii NRRL B-598. The Biomania Student Scientific Meeting 2022 - Book of Abstracts. Brno: Masaryk University Press, 2022. p. 136-136. ISBN: 978-80-280-0040-0.
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EZATI, M.; HASHEMI, A.; ZUMBERG, I.; ČMIEL, V. Mitochondria activity evaluation under osmotic conditions. 16th Multinational Congress on Microscopy 16MCM: BOOK OF ABSTRACTS. Brno: Czechoslovak Microscopy Society, 2022. p. 244-245. ISBN: 978-80-11-02253-2.
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LEHAR, F.; SZEGEDI, N.; HEJČ, J.; JEZ, J.; SOUCEK, F.; KULÍK, T.; ŠIRŮČKOVÁ, A.; SALO, Z.; NAGY, K.; MERKELY, B.; GELLER, L.; STÁREK, Z. Randomized comparison of atrioventricular node re-entry tachycardia and atrial flutter catheter ablation with and without fluoroscopic guidance: ZeroFluoro study. Europace : European pacing, arrhythmias, and cardiac electrophysiology : journal of the working groups on cardiac pacing, arrhythmias, and cardiac cellular electrophysiology of the European Society of Cardiology, 2022, vol. 24, no. 10, p. 1636-1644. ISSN: 1532-2092.
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PLEŠINGER, F.; NEJEDLÝ, P.; KOŠČOVÁ, Z.; ROHR, M.; VIŠČOR, I.; SMÍŠEK, R.; IVORA, A.; LEINVEBER, P.; ČURILA, K.; HOOG ANTINK, C. DeepPlayer: An open-source SignalPlant plugin for deep learning inference. SOFTWARE-PRACTICE & EXPERIENCE, 2022, no. October, p. 1-10. ISSN: 0038-0644.
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KOŠČOVÁ, Z.; SMÍŠEK, R.; NEJEDLÝ, P.; HALÁMEK, J.; JURÁK, P.; LEINVEBER, P.; ČURILA, K.; PLEŠINGER, F. Ultra-High Frequency ECG Deep-Learning Beat Detector Delivering QRS Onsets and Offsets. In Computing in Cardiology 2022. Computing in Cardiology. 2022. ISSN: 2325-887X.
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SMÍŠEK, R.; NĚMCOVÁ, A.; SMITAL, L.; CHLÍBKOVÁ, D.; KRÁLÍK, M.; KOLÁŘOVÁ, J.; MYŠKA, V.; KOLAŘÍK, M.; HARVÁNEK, M.; ARM, J.; BAŠTÁN, O.; POSPÍŠIL, M.; ŠÍMA, J.; HUBÁLEK, J. Aerobic Fitness Level Estimation Using Wearables. In Computing in Cardiology 2022. Computing in Cardiology. 2023. ISSN: 2325-887X.
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ŘEDINA, R.; HEJČ, J.; POSPÍŠIL, D.; RONZHINA, M.; NOVOTNÁ, P.; STÁREK, Z. Arrhythmia Database with Annotated Intracardial Atrial Signals from Pediatric Patients Undergoing Catheter Ablation. In Computing in Cardiology 2022. Computing in Cardiology. Computing in Cardiology 2022, 2022. p. 1-4. ISSN: 2325-887X.
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ŠACLOVÁ, L.; NĚMCOVÁ, A.; ŠACL, J.; RONZHINA, M.; SMÍŠEK, R.; SMITAL, L.; VÍTEK, M. Autonomic Nervous System Recovery After Various Exercises in Highly Trained Athletes. In Computing in Cardiology. Computing in Cardiology. 49. IEEE Computer Society, 2023. p. 1-4. ISBN: 979-8-3503-0097-0. ISSN: 2325-887X.
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JANOUŠEK, O.; HEJČ, J.; POSPÍŠIL, D. A new filtering method for smoothing intracardiac records preserving the steepness of A, V, H waves. In Computing in Cardiology 2022. Computing in Cardiology. Tampere: Computing in Cardiology 2022, 2022. p. 1-4. ISSN: 2325-887X.
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NOVÁK, V. Proceedings I of the 28th Conference STUDENT EEICT 2022 General papers. Proceedings I of the 28th Conference STUDENT EEICT 2022 General papers. 1. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2022. ISBN: 978-80-214-6029-4.
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SCHALK, G.; WORRELL, S.; MÍVALT, F.; BELSTEN, A.; KIM, I.; MORRIS, J.; HERMES, D.; KLASSEN, B.; STAFF, N.; MESSINA, S.; KAUFMAN, T.; RICKERT, J.; BRUNNER, P.; WORRELL, G.; MILLER, K. Towards a Fully Implantable Ecosystem for Adaptive Neuromodulation in Humans: Preliminary Experience with the CorTec BrainInterchange Device in a Canine Model. Frontiers in Neuroscience, 2022, vol. 16, no. 19 December 2022, ISSN: 1662-453X.
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KINCL, V.; VAŠINA, J.; PANOVSKÝ, R.; OPATŘIL, L.; HOLEČEK, T.; FEITOVÁ, V.; SALA, M.; MÁCHAL, J.; KAMÍNEK, M. Assessment of left ventricular volumes and ejection fraction using ultra-low-dose thallium-201 SPECT on a CZT camera: a comparison with magnetic resonance imaging. JOURNAL OF NUCLEAR CARDIOLOGY, 2022, vol. 29, no. 1, p. 181-187. ISSN: 1071-3581.
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LUZ MOJICA-PISCIOTTI, M.; PANOVSKÝ, R.; HOLEČEK, T.; OPATŘIL, L. CMR Findings in COVID-19 Recovered Patients: A Review on Parametric Mapping, Feature-Tracking, and LGE. REV CARDIOVASC MED, 2022, vol. 23, no. 11, p. 1-12. ISSN: 1530-6550.
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HEŘMÁNKOVÁ, K.; SEDLÁŘ, K. The Pathway Analysis of Tepidimonas taiwanensis LMG 22826T, Polyhydroxyalkanoate and Alkaline Protease Producer. In Proceedings II of the 28st Conference STUDENT EEICT 2022: Selected papers. 1. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2022. p. 166-169. ISBN: 978-80-214-6030-0.
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POLAKOVIČOVÁ, P.; SEDLÁŘ, K. The COG-or: the Improved Functional Annotation of Bacterial Genomes. In Proceedings II of the 28st Conference STUDENT EEICT 2022: Selected papers. 2022. p. 84-87. ISBN: 978-80-214-6030-0.
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NYKRÝNOVÁ, M.; BARTOŇ, V.; BEZDÍČEK, M.; LENGEROVÁ, M.; ŠKUTKOVÁ, H. Identification of highly variable sequence fragments in unmapped reads for rapid bacterial genotyping. BMC GENOMICS, 2022, vol. 23, no. SUPPL 3, p. 1-12. ISSN: 1471-2164.
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HEJČ, J.; ŘEDINA, R.; KULÍK, T.; PEŠL, M.; STÁREK, Z. Exercise-based Predictors of Late Recurrence of Atrial Fibrillation After Catheter Ablation. In Computing in Cardiology 2022. Computing in Cardiology. Tampere: Computing in Cardiology 2022, 2022. p. 1-4. ISSN: 2325-887X.
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NĚMCOVÁ, A.; KOLÁŘOVÁ, J.; SMITAL, L.; KRÁLÍK, M.; ŠACLOVÁ, L.; SMÍŠEK, R.; VÍTEK, M. Chytrá zařízení pro zdravé srdce. 2022.
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SKLENSKY, J.; URBASEK, K.; SVEHLIK, M.; SVOZILOVA, V.; KOCANDA, J.; PRYMEK, M.; VYSKOCIL, R.; REPKO, M. The relationship of hip loading asymmetry and radiological parameters of the spine in Lenke type 1 idiopathic scoliosis. GAIT & POSTURE, 2022, vol. 94, no. May 2022, p. 160-165. ISSN: 0966-6362.
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OSMANCIK, P.; HAVRANEK, S.; BULKOVA, V.; CHOVANCIK, j.; ROUBICEK, T.; HERMAN, D.; CERNA, Z.; TUKA, V.; MATOULEK, M.; FIALA, M.; JIRAVSKY, O.; STREGL-HRUSKOVA, S.; LATINAK, A.; KOTRYOVA, J.; JARKOVSKY, J. Catheter ablation versus antiarrhythmic drugs with risk factor modification for treatment of atrial fibrillation: a protocol of a randomised controlled trial (PRAGUE-25 trial). BMJ Open, 2022, vol. 12, no. 6, p. 1-8. ISSN: 2044-6055.
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HEJC, J.; POSPISIL, D.; NOVOTNA, P.; PESL, M.; JANOUSEK, O.; RONZHINA, M.; STAREK, Z. Segmentation of Atrial Electrical Activity in Intracardiac Electrograms (IECGs) Using Convolutional Neural Network (CNN) Trained on Small Imbalanced Dataset. In Computing in Cardiology. Compuing in Cardiology 2013. September 2021. NEW YORK: IEEE, 2021. p. 1-4. ISBN: 9781665479165. ISSN: 2325-8861.
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SHAMAEI, A.; STARCUKOVA, J.; PAVLOVA, I.; STARCUK, Z. Model-informed unsupervised deep learning approaches to frequency and phase correction of MRS signals. MAGNETIC RESONANCE IN MEDICINE, 2022, vol. 89, no. 3, p. 1221-1236. ISSN: 0740-3194.
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RIZZO, R.; DZIADOSZ M.; KYATHANAHALLY, S.P.; SHAMAEI, A.; KREIS, R. Quantification of MR spectra by deep learning in an idealized setting: Investigation of forms of input, network architectures, optimization by ensembles of networks, and training bias. MAGNETIC RESONANCE IN MEDICINE, 2022, vol. 1, no. 1, p. 1-21. ISSN: 0740-3194.
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NEMČEK, J.; JAKUBÍČEK, R. ANALYSIS OF CIRCULATORY SYSTEM PATHOLOGIES IN HEAD CT DATA – HEMORRHAGE LOCALIZATION. Lékař a technika, 2021, vol. 51, no. 1-4, p. 66-70. ISSN: 0301-5491.
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MATIAŠOVIC, J.; BZDIL, J.; PAPEŽÍKOVÁ, I.; ČEJKOVÁ, D.; VASINA, E.; BIZOS, J.; NAVRÁTIL, S.; ŠEDIVÁ, M.; KLAUDINY, J.; PIKULA, J. Genomic analysis of Paenibacillus larvae isolates from the Czech Republic and the neighbouring regions of Slovakia. RESEARCH IN VETERINARY SCIENCE, 2023, vol. 158, no. 3, p. 34-40. ISSN: 1532-2661.
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SIEMASZKO, J.; MARZEC-PRZYSZLAK, A.; BOGUNIA-KUBIK, K. NKG2D Natural Killer Cell Receptor-A Short Description and Potential Clinical Applications. Cells, 2021, vol. 10, no. 6, ISSN: 2073-4409.
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SHAMAEI, A.; STARČUKOVÁ, J.; STARČUK, Z. Physics-informed deep learning approach to quantification of human brain metabolites from magnetic resonance spectroscopy data. COMPUTERS IN BIOLOGY AND MEDICINE, 2023, vol. 158, no. 1, p. 1-15. ISSN: 0010-4825.
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ŘEDINA, R.; FILIPENSKÁ, M. Estimation of myocardial conduction velocity using a coronary sinus catheter. In Proceedings II of the 29st Conference STUDENT EEICT 2023: Selected papers. Proceedings II of the Conference STUDENT EEICT. 1. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2023. p. 156-160. ISBN: 978-80-214-6154-3. ISSN: 2788-1334.
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POLÁKOVÁ, V. UTILIZATION OF CONVOLUTIONAL NEURAL NETWORKS FOR SEGMENTATION OF MOUSE EMBRYOS CARTILAGINOUS TISSUE IN MICRO-CTDATA. In PROCEEDINGS II OF THE 27TH STUDENT EEICT 2021 selected papers. 1. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2021. p. 106-110. ISBN: 978-80-214-5943-4.
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HAMZA, A. Navigated Transcranial Magnetic Stimulation (nTMS) based Preoperative Planning for Brain Tumor Treatment. CNS & Neurological Disorders-Drug Targets, 2023, vol. 22, no. 10.2023, p. 1-11. ISSN: 1996-3181.
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HEJČ, J.; ŘEDINA, R.; KOLÁŘOVÁ, J.; STÁREK, Z. Epycon: A Single-platform Python Package for Parsing and Converting Raw Electrophysiology Data into Open Formats. In Computing in Cardiology 2023. Computing in Cardiology. 50. IEEE Computer Society, 2023. p. 1-4. ISSN: 2325-887X.
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HEJČ, J.; ŘEDINA, R.; POSPÍŠIL, D.; RAKOVÁ, I.; KOLÁŘOVÁ, J.; STÁREK, Z. Weakly Supervised P Wave Segmentation in Pathological Electrocardiogram Signals Using Deep Multiple-instance Learning. In Computing in Cardiology 2023. Computing in Cardiology. 50. Atlanta: IEEE Computer Society, 2023. p. 1-4. ISSN: 2325-887X.
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KRISTÍNA, K.; JUŘÍK, V.; JANOUŠEK, O. Stavová úzkosť po vystavení výškovej situácii vo virtuálnej realite - rola pocitov prítomnosti a stelesnenia. Kognícia a umelý život 2023. Bratislava: Univerzita Komenského v Bratislave, 2023. ISBN: 978-80-223-5610-7.
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VARŠOVÁ, K.; JUŘÍK, V.; JANOUŠEK, O. VIRTUAL REALITY IN PSYCHOTHERAPY TRAINING: SHIFT TOWARDS MODERN TRAINING ENVIRONMENTS. 15th International Conference on Education and New Learning Technologies. Spain: Palma, 2023. p. 2641-2651. ISBN: 978-80-223-5610-7.
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PLOCKOVÁ, V.; SEDLÁŘ, K. Properties of Current Signals in Nanopore Sequencing. In Proceedings I of the 28th Conference STUDENT EEICT 2022. 1. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2022. p. 120-123. ISBN: 978-80-214-6029-4.
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VARŠOVÁ, K.; SZITÁS, D.; JANOUŠEK, O.; JURKOVIČOVÁ, L.; BARTOŠOVÁ, K.; JUŘÍK, V. Virtual reality exposure effect in acrophobia: psychological and physiological evidence from a single experimental session. VIRTUAL REALITY, 2024, vol. 28, no. 3, p. 1-14. ISSN: 1434-9957.
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JAKUBÍČEK, R.; VIČAR, T.; CHMELÍK, J.: CTDeepRot; CTDeepRot. Ústav biomedicínského inženýrství Vysoké učení technické v Brně Technická 12 616 00 Brno Česká republika +web GitHub. URL: https://github.com/JakubicekRoman/CTDeepRot. (software)
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NOVOTNÁ, P.: Generátor šumu; Software pro generování šumu v 1D signálech. Ústav biomedicínského inženýrství, Fakulta elektrotechniky a komunikačních technologií, VUT v Brně, Technická 12, Brno 61600. URL: https://github.com/PetraNovotna/generator_sumu. (software)
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