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Roman Surkant
Department: Image and Signal Analysis Group
Position: PhD student
Field: Informatics
Address: Akademijos st. 4, Vilnius
E-mail:
Doctoral studies
Theme Development of Machine Learning and Functional Data Analysis Methods for Prostate Multiparametric MRI Analysis
Supervisor Dr. Jolita Bernatavičienė
Study time 2022 10 01–2026 09 30
Presentations at scientific conferences
2023-2024
Roman Surkant, Jolita Bernatavičienė, Ieva Naruševičiūtė, Mantas Trakymas, Povilas Treigys. Time-signal curve evaluation from dynamic contrastenhanced MRI for prostate cancer detection. 11th International Conference on E-health and Bioengineering - EHB 2023. Bucharest, Romania, November 9-10.
Roman Surkant, Jolita Bernatavičienė, Ieva Naruševičiūtė, Mantas Trakymas, Povilas Treigys. Time-signal curve evaluation from dynamic contrastenhanced MRI for prostate cancer detection. Artificial intelligence technologies in medicine: research and diagnostics, Vilnius, Lithuania, October 20.
2022-2023
Roman Surkant, Jolita Bernatavičienė, Jurgita Markevičiūtė, Ieva Naruševičiūtė, Mantas Trakymas, Povilas Treigys. Signal Relationship Analysis of Prostate mpMRI T2w, DCE, DWI Sequences for Cancer Localization - DAMSS 2022, Lithuania, Druskininkai
Doctoral Reporting Conference of Informatics Engineering and Informatics, September 27, 2023, Vilnius „Development of Machine Learning and Functional Data Analysis Methods for Prostate Multiparametric MRI Analysis“ (slides)
Doctoral Reporting Conference of Informatics Engineering and Informatics, March 21, 2023, Vilnius „Development of Machine Learning and Functional Data Analysis Methods for Prostate Multiparametric MRI Analysis“ (slides)
2021
Roman Surkant, Justinas Jucevičius, Povilas Treigys, Jolita Bernatavičienė, Mantas Trakymas, Ieva Naruševičiūtė. Cancerous Tissue Detection Using Dynamic Contrast-Enhanced MRI Data for Prostate Region - DAMSS 2021, Lithuania, Druskininkai
Scientific activity
- Vilnius University Multidisciplinary Dosctoral Summer School. Integrity and Visibility: challenges for early career researchers. June 19-23, 2023.
Scientific publications
- Roman Surkant, Jolita Bernatavičienė, Ieva Naruševičiūtė, Mantas Trakymas, Povilas Treigys. Time-signal curve evaluation from dynamic contrastenhanced MRI for prostate cancer detection. 11th International Conference on E-health and Bioengineering - EHB 2023. Bucharest, Romania, November 9-10.
- Vaitulevičius, Aleksas; Surkant, Roman; Treigys, Povilas; Markevičiūtė, Jurgita; Trakymas, Mantas; Bernatavičienė, Jolita; Naruševičiūtė, Ieva. DCE MRI modality investigation for cancerous prostate region detection: case analysis // Journal of WSCG. Plzen : Union Agency Science Press. ISSN 1213-6972. eISSN 1213-6964. 2022, vol. 2022, CSRN3201, p. 48-55. DOI: 10.24132/CSRN.3201.7
Publications with VU Institute of Data Science and Digital Technologies affiliation