Начало | Колектив | Цели | Научни публикации и представяния
Списък на научните публикации и представяния, цитиращи гранта на проекта, Етап II (26.04.2023 – 26.04.2025)
(имената на членовете на научния колектив са подчертани):
1. Списък на научните публикации (публикувани или приети за печат)
в списания с импакт фактор (IF)
- II-1.1. Krasteva V., Didon JP., Ménétré S., Jekova I., Deep Learning Strategy for Sliding ECG Analysis during Cardiopulmonary Resuscitation: Influence of the Hands-Off Time on Accuracy. Sensors, 2023, 23 (9), 4500, pp. 1-20, doi: 10.3390/s23094500, ISSN: 1424-8220, Q1, IF(2023): 3.4
- II-1.2. Naydenov S., Jekova I., Krasteva V., Recognition of Supraventricular Arrhythmias in Holter ECG Recordings by ECHOView Color Map: A Case Series Study. Journal of Cardiovascular Development and Disease, 2023, 10(9), 360, pp. 1-24, doi: 10.3390/jcdd10090360, ISSN: 2308-3425, Q1, IF(2023): 2.4
- II-1.3. Krasteva V., Stoyanov T., Schmid R., Jekova I., Delineation of 12-Lead ECG Representative Beats Using Convolutional Encoder–Decoders with Residual and Recurrent Connections. Sensors, 2024, 24(14), 4645, pp. 1-30, doi: 10.3390/s24144645, ISSN: 1424-8220, Q1, IF(2023): 3.4
- II-1.4. Krasteva V., Stoyanov T., Jekova I., Implementing Deep Neural Networks on ARM-Based Microcontrollers: Application for Ventricular Fibrillation Detection. Applied Sciences, 2025, 15(4), 1965, pp. 1-29, doi: 10.3390/app15041965, ISSN: 2076-3417, Q1, IF(2023): 2.5.
- II-1.5. Krasteva V., Stoyanov T., Naydenov S., Schmid R., Jekova I., Detection of Atrial Fibrillation in Holter ECG Recordings by ECHOView Images: A Deep Transfer Learning Study. Diagnostics, 2025, 15(7), 865, pp. 1-31, doi: 10.3390/diagnostics15070865, ISSN: 2075-4418, Q1, IF(2023): 3.0
- II-1.6. Dobrev D., Neycheva T.*, Krasteva V., Jekova I., Design of High-Pass and Low-Pass Active Inverse Filters to Compensate for Distortions in RC-Filtered Electrocardiograms. Technologies, 2025, 13(4), 159, pp. 1-28, doi: 10.3390/technologies13040159, ISSN: 2227-7080, Q1, IF(2023): 4.2
в списания с импакт ранг (Scopus Journal Rank – SJR)
- II-1.7. Krasteva V., Jekova I., Stoyanov T., Schmid R., In Search of an Optimal FIR filter for ECG Delineation. Computing in Cardiology, 2024, vol. 51, pp. 1-4, doi: 10.22489/CinC.2024.301, ISSN: 2325-887X, SJR=0.164 (2024, Q4-Scopus)
- II-1.8. Stoyanov T., Krasteva V., Naydenov S., Schmid R., Jekova I., Deep Transfer Learning for Detection of Atrial Fibrillation Using Holter ECG Color Maps. Computing in Cardiology, 2024, vol. 51, pp. 1-4, doi: 10.22489/CinC.2024.283, ISSN: 2325-887X, SJR=0.164 (2024, Q4-Scopus)
- II-1.9. Jekova I., Ménétré S., Stoyanov T., Didon J.P., Krasteva V., Shock Advisory Neural Network for Continuous Detection of Ventricular Fibrillation, Organized Rhythm and Asystole during Cardiopulmonary Resuscitation. Computing in Cardiology, 2024, vol. 51, pp. 1-4, doi: 10.22489/CinC.2024.282, ISSN: 2325-887X, SJR=0.164 (2024, Q4-Scopus)
- II-1.10. Jekova I., Christov I., Krasteva V., Effect of Different Arrhythmias on the Accuracy of Neural Networks for Detection of Atrial Fibrillation and Flutter in One to Twelve ECG Leads. Conference Proceedings by Spinger Nature, (писмо за приемане за печат в Scopus indexed series, SJR)
в други реферирани издания, които са индексирани в световни литературни източници, посочени в Правилника за наблюдение и оценка на научноизследователската дейност, осъществявана от висшите училища и научните организации, както и на дейността на Фонд „Научни изследвания“
- II-1.11. Dobrev D., Neycheva T.*, Intuitive Approach to Active Digital Filter Design. Part I: Principle of First-order Filters. Proceedings of 2023 XXXII International Scientific Conference Electronics (ET‘2023), doi: 10.1109/ET59121.2023.10278687, pp.238-243, ISBN: 979-8-3503-0200-4, Publisher: IEEE (индексира се в Scopus).
- II-1.12.Neycheva T.*, Dobrev D., ., Intuitive Approach to Active Digital Filter Design. Part II: Principle of Higher-order Low-pass Filters. Proceedings of 2023 XXXII International Scientific Conference Electronics (ET‘2023), doi: 10.1109/ET59121.2023.10278687, pp.238-243, ISBN: 979-8-3503-0200-4, Publisher: IEEE (индексира се в Scopus).
- II-1.13. Neycheva T.*, Dobrev D., Intuitive Approach to Active Digital Filter Design. Part III: Principle of Higher-order High-pass Filters. Proceedings of 2024 XXXIII International Scientific Conference Electronics (ET‘2024), doi: 10.1109/ET63133.2024.10721502, pp. 278-283, ISBN: 979-835037644-9, Publisher: IEEE (индексира се в Scopus).
- II-1.14. Dobrev D., Neycheva T.*, Intuitive Approach to Active Digital Filter Design. Part IV: Principle of Active Biquads. Proceedings of 2024 XXXIII International Scientific Conference Electronics (ET‘2024), doi: 10.1109/ET63133.2024.10721547, pp. 105-110, ISBN: 979-835037644-9, Publisher: IEEE (индексира се в Scopus).
2. Списък на представяния на резултатите от проекта на научни форуми
- II-2.1. Digital Signal Processing Workshop (DSP’2023), Schiller AG, 8-9 March 2023, Baar, Switzerland
орална презентация: Vessela Krasteva, Irena Jekova, Todor Stoyanov, “ECG Delineation with Deep Neural Networks” - II-2.2. Digital Signal Processing Workshop (DSP’2023), Schiller AG, 8-9 March 2023, Baar, Switzerland
орална презентация: Irena Jekova, Vessela Krasteva, Todor Stoyanov, “Application of Neural Networks for VF Detection during Continuous CPR” - II-2.3. Digital Signal Processing Workshop (DSP’2023), Schiller AG, 8-9 March 2023, Baar, Switzerland
орална презентация: Todor Stoyanov, Vessela Krasteva, Irena Jekova “Implementation of Deep Neural Network Models in Embedded Systems” - II-2.4. Conference “Data-Driven Models for Living Systems”, Institute of Biophysics and Biomedical Engineering, 8-9 June 2023, Sofia, Bulgaria, https://biomed.bas.bg/en/data-driven-models-for-living-systems-2023/
постер: Krasteva V, Jekova I, Christov I, Iliev I, Naydenov S, Stoyanov T, Dobreva T, Badarov D, Ganev B, Ivanov K, “Computer Aided Diagnosis of Cardiac Arrhythmias Based on Machine Learning and Deep Neural Networks: A Project of the Bulgarian National Science Fund”, Book of Abstracts, pp. 33-35, https://biomed.bas.bg/en/wp-content/uploads/2023/06/Data-Driven-Models-for-Living-Systems-Book-of-Abstracts.pdf#page=34 - II-2.5. 2023 IEEE XXXII International Scientific Conference Electronics (ET’2023), 13-15 September 2023, Sozopol, Bulgaria, https://e-university.tu-sofia.bg/e-conf/files/24/Prog_ET2023.pdf,
C.P3 – Poster-presentation: D. Dobrev, T. Neycheva*, “Intuitive Approach to Active Digital Filter Design. Part I: Principle of First-order Filters” - II-2.6. 2023 IEEE XXXII International Scientific Conference Electronics (ET’2023), 13-15 September 2023, Sozopol, Bulgaria, https://e-university.tu-sofia.bg/e-conf/files/24/Prog_ET2023.pdf,
C.P4 – Poster-presentation: T. Neycheva*, D. Dobrev, “Intuitive Approach to Active Digital Filter Design. Part II: Principle of Higher-order Low-pass Filters” - II-2.7. 2024 IEEE XXXIII International Scientific Conference Electronics (ET’2024), 17-19 September 2024, Sozopol, Bulgaria, https://e-university.tu-sofia.bg/e-conf/files/24/Prog_ET2024.pdf,
D.P14 – Poster-presentation: T. Neycheva*, D. Dobrev, Intuitive Approach to Active Digital Filter Design. Part III: Principle of Higher-order High-pass Filters” - II-2.8. 2024 IEEE XXXIII International Scientific Conference Electronics (ET’2024), 17-19 September 2024, Sozopol, Bulgaria, https://e-university.tu-sofia.bg/e-conf/files/24/Prog_ET2024.pdf,
D.P15 – Poster-presentation: D. Dobrev, T. Neycheva*, “Intuitive Approach to Active Digital Filter Design. Part IV: Principle of Active Biquads” - II-2.9. Third International Symposium on Bioinformatics and Biomedicine (BioInfoMed’2024), 4-6 July 2024, Burgas, Bulgaria, https://bioinfomed.org/conference-programme/, Book of Abstracts, pp. 54,
постер: Irena Jekova, Ivaylo Christov, Vessela Krasteva, “Effect of Different Arrhythmias on the Accuracy of Neural Networks for Detection of Atrial Fibrillation and Flutter in One to Twelve ECG Leads”. - II-2.10. Computing in Cardiology Conference (CinC’2024), 8-11 September 2024, Karlsruhe, Germany, https://www.cinc2024.org/program/whova-program,
Постер 301: Vessela Krasteva, Irena Jekova, Todor Stoyanov, Ramun Schmid, “In Search of an Optimal FIR filter for ECG Delineation”, Abstract online: https://cinc.org/2024/Program/accepted/301.pdf - II-2.11. Computing in Cardiology Conference (CinC’2024), 8-11 September 2024, Karlsruhe, Germany, https://www.cinc2024.org/program/whova-program,
Постер 283: Todor Stoyanov, Vessela Krasteva, Stefan Naydenov, Irena Jekova, Ramun Schmid, “Deep Transfer Learning for Detection of Atrial Fibrillation Using Holter ECG Color Maps”, Abstract: https://cinc.org/2024/Program/accepted/283.pdf - II-2.12. Computing in Cardiology Conference (CinC’2024), 8-11 September 2024, Karlsruhe, Germany, https://www.cinc2024.org/program/whova-program,
Постер 282: Irena Jekova, Sarah Ménétré, Todor Stoyanov, Jean-Philippe Didon, Vessela Krasteva, “Shock Advisory Neural Network for Continuous Detection of Ventricular Fibrillation, Organized Rhythm and Asystole during Cardiopulmonary Resuscitation”, Abstract: https://cinc.org/2024/Program/accepted/282.pdf - II-2.13. Digital Signal Processing Workshop (DSP’2024), Schiller Médical SAS, 12-13 September 2024, Wissembourg, France
орална презентация: Todor Stoyanov, Vessela Krasteva, Irena Jekova, “Implementation of Methods to Accelerate Computer Calculations” - II-2.14. Digital Signal Processing Workshop (DSP’2024), Schiller Médical SAS, 12-13 September 2024, Wissembourg, France
орална презентация: Vessela Krasteva, Todor Stoyanov, Irena Jekova, Stefan Naydenov, Ramun Schmid “Analysis of ECHOView Color Maps with Deep Transfer Learning: Detection of Atrial Fibrillation in IRIDIA-AF Holter ECG Database” - II-2.15. Digital Signal Processing Workshop (DSP’2024), Schiller Médical SAS, 12-13 September 2024, Wissembourg, France
орална презентация: Irena Jekova, Sarah Ménétré, Todor Stoyanov, Jean-Philippe Didon, Vessela Krasteva “Shock-advisory DNN algorithm with ternary output (VF, OR, ASYS)”
3. Списък на представяния на резултатите от проекта на обществени форуми
- II-3.1. Софийски фестивал на науката, 11-14 Май 2023, София ТЕХ ПАРК, София, България,
Щанд за успешни проекти на Фонд „Научни изследвания“ в Зона „Наука“.
https://biomed.bas.bg/bg/2023/05/ibphbme-sofia-sci-fest-2023/
https://bnsf.bg/wps/portal/fond-izsledvaniq/press-center/news/sofia-science-festival2023
* Забележка: Neycheva T. е моминското име на доц. Татяна Добрева (учен в колектива на проекта), което тя традиционно използва като автор на публикации и представяния.