Roman Denkin
PhD student at Department of Information Technology; Vi3; Image Analysis
- E-mail:
- roman.denkin@it.uu.se
- Visiting address:
- Hus 10, Regementsvägen 10
- Postal address:
- Box 524
751 20 UPPSALA
Short presentation
PhD Student at Department of Information Technology, Vi3; Image Analysis
Biography
I am a Ph.D. student in the Department of Information Technology at Uppsala University. I am working on ultrasound imaging under the supervision of Orcun Goksel.
I received my Bachelor of Engineering and Technology (Computer Science and Computer Facilities) in 2006 and my Master in Engineering and Technology (Informatics and Computer Science) in 2008 from Obninsk State Technical University for Nuclear Power Engineering , now part of National Research Nuclear University MEPhI
I had worked in Banking IT Industry until 2021, when I joined Master Program in Data Science: Machine Learning and Statistics at Uppsala University, which I have completed in 2023.
My research interests lay in applying Machine Learning methods to complex image processing tasks within biomedical domain.
Research
Master Thesis:
Prediction of the gain in classification performance from combining multiple imaging modalities

Publications
Recent publications
-
Image-based metrics in ultrasound for estimation of global speed of sound
Part of Ultrasonics, 2026
- DOI for Image-based metrics in ultrasound for estimation of global speed of sound
- Download full text (pdf) of Image-based metrics in ultrasound for estimation of global speed of sound
-
Image-based metrics in ultrasound for estimation of global speed of sound
Part of Ultrasonics, p. 108090-108090, 2026
-
Sound Speed Approximation Using B-mode Image Alignment with Steered Focused Transmits
Part of 2025 IEEE International Ultrasonics Symposium (IUS), p. 1-4, 2025
-
Global Tissue Speed-of-Sound via Comparative and Absolute Image Metrics in Ultrasound
2025
-
Image-based tissue characterization with sound speed
2025
All publications
Articles in journal
-
Image-based metrics in ultrasound for estimation of global speed of sound
Part of Ultrasonics, 2026
- DOI for Image-based metrics in ultrasound for estimation of global speed of sound
- Download full text (pdf) of Image-based metrics in ultrasound for estimation of global speed of sound
-
Image-based metrics in ultrasound for estimation of global speed of sound
Part of Ultrasonics, p. 108090-108090, 2026
Conference papers
-
Sound Speed Approximation Using B-mode Image Alignment with Steered Focused Transmits
Part of 2025 IEEE International Ultrasonics Symposium (IUS), p. 1-4, 2025
-
Global Tissue Speed-of-Sound via Comparative and Absolute Image Metrics in Ultrasound
2025
-
Image-based tissue characterization with sound speed
2025
-
Assessing Image Quality Metrics for Global Sound-Speed Estimation in Ultrasound
2024
-
Comparative Study of Image Quality Metrics for Global Sound-Speed Estimation
2024