Spis pracowników
- Jednostka:
Wydział Nauk Ścisłych i Technicznych, Instytut Informatyki - Budynek: A0 (korytarz B1), ul. prof. Stanisława Pigonia 1
- Pokój: 353
- Nr telefonu: 17 851 8601
- e-mail: [email protected]
- ORCID: 0009-0001-2030-8526
- Konsultacje dla studentów: Poniedziałek 13.30 - 15.00
Informacje
Research scientist and engineer specializing in medical imaging, computer vision, and interpretable machine learning. I develop clinically and industrially applicable AI systems, covering the full pipeline: data acquisition, annotation protocols, modeling, validation, and deployment. Bridging academic rigor with production-grade engineering.
Research Collaborations
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| University of Zurich (UZH, German: Universität Zürich) (link) | University Animal Hospital (German: Tierspital Zürich) (link) | Collegium Medicum University of Rzeszów (link) | Collegium Medicum Jagiellonian University (link) |
Collaboration in medical image analysis and AI research projects.
Academic & Industry Engagement
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| Google – PhD Summit & Young Talent Programs Engagement in selected academic talent initiatives and collaboration within research-oriented programs. |
AMPPZ – Academic Programming Championship (Poland) Mentoring and preparation of student teams for national academic team programming competitions, focused on algorithmic problem solving and collaborative software development. |
Publikacje
- [współaut.] Buregwa-Czuma S, Bazan J, Zaręba L [et al.] The Method for Describing Changes in the Perception of Stenosis in Blood Vessels Caused by an Additional Drug. - Fundamenta Informaticae, 2016, vol. 147, no. 2-3, pp. 193-207
- [współaut.] Bazan J, Buregwa-Czuma S, Bazan-Socha S [et al.] Predicting the presence of serious coronary artery disease based on 24 hour Holter ECG monitoring W: Transactions on Rough Sets XIX / editors James F. Peters, Andrzej Skowron, Dominik Ślęzak, Hung Son Nguyen, Jan G. Bazan. Heidelberg, Springer: 2015, S. 95-113
- [współaut.] Bazan J, Zarychta J, Bazan-Socha S A two-level classifier for automatic medical objects classification W: Proceedings of the Federated Conference on Computer Science and Information Systems : [September 13-16, 2015, Łódź, Poland] / editors Maria Ganzha, Leszek Maciaszek, Marcin Paprzycki. Warszawa, Polskie Towarzystwo Informatyczne: 2015, S. 139-143
- [współaut.] Bazan J, Zarychta J, Bazan-Socha S An approach for resolving conflicts in automatic medical object classification W: Concurrency, Specification & Programming : 24th International Workshop, CS&P 2015, Rzeszow, Poland, September 28-30, 2015 : proceedings. Vol. 2 / Zbigniew Suraj, Ludwik Czaja (eds.). Rzeszów, University of Rzeszow: 2015, S. 73-84
- [współaut.] Bazan J, Zarychta J, Bazan-Socha S Automatic Medical Objects Classification Based on Data Sets and Domain Knowledge W: Beyond Databases, Architectures and Structures : 11th International Conference, BDAS 2015, Ustroń, Poland, May 26-29, 2015 : proceedings / editors Stanisław Kozielski, Dariusz Mrozek, Paweł Kasprowski, Bożena Małysiak-Mrozek, Daniel Kostrzewa. Heidelberg, Springer: 2015, S. 415-424
- [współaut.] Buregwa-Czuma S, Bazan J, Zaręba L [et al.] The method of describing changes in the perception of stenosis in blood vessels caused by additional drug W: Concurrency, Specification & Programming : 24th International Workshop, CS&P 2015, Rzeszow, Poland, September 28-30, 2015 : proceedings. Vol. 1 / Zbigniew Suraj, Ludwik Czaja (eds.). Rzeszów, University of Rzeszow: 2015, S. 115-125
- [współaut.] Góra P Application of genetic algorithms and high-performance computing to the traffic signal setting problem W: Concurrency, Specification & Programming : 24th International Workshop, CS&P 2015, Rzeszow, Poland, September 28-30, 2015 : proceedings. Vol. 1 / Zbigniew Suraj, Ludwik Czaja (eds.). Rzeszów, University of Rzeszow: 2015, S. 146-157
- [współaut.] Bazan J, Bazan-Socha S, Buregwa-Czuma S [et al.] Classifiers based on data sets and domain knowledge : a rough sets approach W: Rough sets and intelligent systems - Professor Zdzisław Pawlak in memoriam. Vol. 2 / Andrzej Skowron and Zbigniew Suraj (eds.). Berlin ; Heidelberg, Springer: 2013, S. 93-136
- [współaut.] Grzegorowski M, Stawicki S, Stencel K SONCA : Scalable Semantic Processing of Rapidly Growing Document Stores W: New trends in databases and information systems / ed. Mykola Pechenizkiy, Marek Wojciechowski. New York, Springer: 2013, S. 89-98
- [współaut.] Bazan J, Bazan-Socha S, Buregwa-Czuma S [et al.] Prediction of coronary arteriosclerosis in stable coronary heart disease W: Advances in computational intelligence : 14th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2012, Catania, Italy, July 9-13, 2012. Proceedings, Part II / eds. Salvatore Greco, Bernadette Bouchon-Meunier, Giulianella Coletti, Mario Fedrizzi, Benedetto Matarazzo, Ronald R. Yager. Berlin: 2012, S. 550-559
- [współaut.] Bazan J, Buregwa-Czuma S, Bazan-Socha S [et al.] Predicting the presence of serious coronary artery disease based on 24 hour Holter ECG monitoring W: Proceedings of the Federated Conference on Computer Science and Information Systems. New York, Institute of Electrical and Electronics Engineers (IEEE): 2012, S. 279-286
- [współaut.] Kowalski M, Ślęzak D, Stencel K [et al.] RDBMS model for scientific articles analytics W: Intelligent tools for building a scientific information platform / Robert Bembenik, [et al.], eds.. Berlin, Springer: 2012, S. 49-60
- [współaut.] Wojciechowski K Three cameras method of light sources extraction in Augmented Reality. - Lecture Notes in Computer Science, 2010, Vol. 6375, s. 183-192
- A survey of augmented reality important issues. - Zeszyty Naukowe Politechniki Śląskiej. Informatyka, 2009, Vol. 30, z. 1, s. 35-64
- Image based lighting in augmented reality environment. - Zeszyty Naukowe Politechniki Śląskiej. Informatyka, 2009, Vol. 30, z. 4, s. 5-22
- Przegląd ważniejszych zagadnień rozszerzonej rzeczywistości. - Studia Informatica, 2009, vol. 30, nr 1, s. 35-64
- Zastosowanie Image Based Lighting (IBL) w środowisku Rozszerzonej Rzeczywistości (AR). - Studia Informatica, 2009, vol. 30, nr 4, s. 5-22