Our Publications

Publications in year '2026'

Papers in Journals

Vladyslav Zalevskyi, ..., Domen Preložnik, Žiga Špiclin, et al.

Advances in automated fetal brain MRI segmentation and biometry: insights from the FeTA 2024 challenge

Medical Image Analysis, 109:103941, 2026

JCR Impact Factor: 11.8 (2024) -- Best Category: 4/213 radiology, nuclear medicine & medical imaging -- Quartile: 1

Papers in Journals

Domen Preložnik, Žiga Špiclin

Cross-modality white matter lesion segmentation by modality de-indentification

Pattern Recognition Letters, 199:120-127, 2026

JCR Impact Factor: 3.3 (2024) -- Best Category: 87/204 computer science, artificial intelligence -- Quartile: 2

Papers in Journals

Gašper Podobnik, Bulat Ibragimov, Primož Peterlin, Primož Strojan, Tomaž Vrtovec

Dosimetric assessment of deep learning based organ-at-risk segmentation: insights from the HaN-Seg challenge

Radiotherapy and Oncology, 217:111387, 2026

JCR Impact Factor: 5.3 (2024) -- Best Category: 22/212 radiology, nuclear medicine & medical imaging -- Quartile: 1

Papers in Journals

Lija Fajdiga Lebar, Jernej Repas, Bor Ivanuš, Darin Lah, Nina Bernat, Lara Betocchi, Miran Bürmen, Špela Zemljič, Jure Derganc

Effects of intravenous lipid emulsions on Jurkat cells assessed using label-free deformability cytometry

Scientific Reports, 16:3123, 2026

JCR Impact Factor: 3.9 (2024) -- Best Category: 25/135 multidisciplinary sciences -- Quartile: 1

Papers in Journals

Blaž Cugmas, Eva Štruc, Mindaugas Tamosiunas, Zbigņevs Marcinkevičs, Miran Bürmen, Peter Naglič

Visual classification of allergenic pollen in iteratively reconstructed lens-less DIHM images

Scientific Reports, 16:6006, 2026

JCR Impact Factor: 3.9 (2024) -- Best Category: 25/135 multidisciplinary sciences -- Quartile: 1

Papers in Journals

Gašper Podobnik, Rok Marko Šter, Primož Peterlin, Primož Strojan, Tomaž Vrtovec

Vrednotenje sintetičnih računalniško tomografskih slik za načrtovanje radioterapije glave in vratu z izključno uporabo magnetne resonance: geometrijska in dozimetrična analiza segmentacij kritičnih organov

Zdravniški vestnik, 95:3-14, 2026

Papers in Conference Proceedings

Gašper Podobnik, Nidhi Balodi, Benjamin D. Killeen, Tomaž Vrtovec, Mathias Unberath

AnatomyGen: Generating anatomically plausible human phantoms at high resolution

5th International Workshop on Shape in Medical Imaging, ShapeMI 2025, Held in Conjunction with MICCAI 2025, Sep 27, Daejeon, South Korea, Lecture Notes in Computer Science 16171:129-139, 2026

Papers in Conference Proceedings

Kamil Ibragimov, Matija Jelenc, Tomaž Vrtovec

Aortic valve landmarking and morphometry with U-Net and Monte Carlo simulation

SPIE Medical Imaging 2026: Image Processing, Feb 15-19, Vancouver, BC, Canada (J. Mitra, Y. Gan, Eds.), 13925:139250P, 2026

Papers in Conference Proceedings

Jaden Myers, Jannik Sobisch, Julian Ziegler, Mirco Fuchs, Žiga Špiclin, Žiga Bizjak

Differentiable endpoint connectivity loss (DECL) for topological connectivity in 2D retinal vessel segmentation

SPIE Medical Imaging 2026: Image Processing, Feb 15-19, Vancouver, BC, Canada (J. Mitra, Y. Gan, Eds.), 13925:139251M, 2026

Papers in Conference Proceedings

Žan Zajc, Žiga Bizjak, Gregor Brecl Jakob, Miran Bürmen, Žiga Špiclin

Kinematični parametri roke kot kvantitativni označevalci invalidnosti in kognicije pri multipli sklerozi

20. strokovna konferenca o računalniški obdelavi slik in njeni uporabi v Sloveniji - ROSUS 2026, 19. marec, Maribor, Slovenija (B. Potočnik, ur.), 37-48, 2026

Papers in Conference Proceedings

Ema Masterl, Tina Vipotnik Vesnaver, Žiga Špiclin

Robustness and diagnostic performance of super-resolution fetal brain MRI

10th International Workshop on Perinatal, Preterm and Paediatric Image Analysis, PIPPI 2025, Held in Conjunction with MICCAI 2025, Sep 27, Daejeon, South Korea, Lecture Notes in Computer Science 16118:73-83, 2026

Papers in Conference Proceedings

Luka Škrlj, Samuel Kadoury, Tomaž Vrtovec

Transformer-based instance detection in 3D medical images

4th International Workshop on Applications of Medical Artificial Intelligence, AMAI 2025, Held in Conjunction with MICCAI 2025, Sep 23, Daejeon, South Korea, Lecture Notes in Computer Science 16206:93-102, 2026

Doctoral Disssertations

Lara Dular

Image-based regression of disease biomarkers using deep learning models

PhD thesis: University of Ljubljana, Faculty of Electrical Engineering, Slovenia (Ž. Špiclin), 2026

Other Publications

Nina Bobić, Domen Preložnik, Žiga Bizjak, Žiga Špiclin

D10 Integrirano in validirano adaptivno planiranje (in Slovenian language)

Project results report (ARIS J2-3059), 2026

Other Publications

Blaž Kušnik, Žiga Bizjak, Žiga Špiclin

D3 Algoritmi za togo poravnavo CT-MR in CT-CBCT slik (in Slovenian language).

Project results report (ARIS J2-3059), 2026

Other Publications

Martin Žukovec, Blaž Kušnik, Žiga Bizjak, Žiga Špiclin

D4 Algoritmi deformabilne CT-CBCT poravnave (in Slovenian language).

Project results report (ARIS J2-3059), 2026

Other Publications

Žiga Bizjak, Žiga Špiclin

D6 Sprožilci prilagoditev in modeli za podporo odločanju (in Slovenian language)

Project results report (ARIS J2-3059), 2026

Other Publications

Ado Janse van Rensburg, Adis Škrijelj, Žiga Špiclin

D7 Dose calculation

Project results report (ARIS J2-3059), 2026

Other Publications

Ado Janse van Rensburg, Žiga Špiclin

D8 Treatment plan generation algorithm and assessment

Project results report (ARIS J2-3059), 2026

Other Publications

Domen Preložnik, Žiga Bizjak, Žiga Špiclin

D9 Avtomatsko načrtovanje radioterapije (in Slovenian language).

Project results report (ARIS J2-3059), 2026

Other Publications

Žiga Bizjak, Jan Žagar, Žiga Špiclin

Visual fidelity-driven quality assessment of medical image translation

medRxiv, 2026.03.18.26348721, 2026

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