Our Publications

Publications in year '2023'

Papers in Journals

Žiga Bizjak, Žiga Špiclin

A systematic review of deep-learning methods for intracranial aneurysm detection in CT angiography

Biomedicines, 11(11):2921, 2023

JCR Impact Factor: 3.9 (2023) -- Best Category: 85/354 pharmacology & pharmacy -- Quartile: 1

Papers in Journals

Žiga Bizjak, June Ho Choi, Wonhyoung Park, Franjo Pernuš, Žiga Špiclin

Deep geometric learning for intracranial aneurysm detection: towards expert rater performance

Journal of Neurointerventional Surgery, 020905, 2023

JCR Impact Factor: 4.5 (2023) -- Best Category: 2/15 neuroimaging -- Quartile: 1

Papers in Journals

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

HaN-Seg: The head and neck organ-at-risk CT & MR segmentation dataset

Medical Physics, 50(3):1917-1927, 2023

JCR Impact Factor: 3.2 (2023) -- Best Category: 46/204 radiology, nuclear medicine & medical imaging -- Quartile: 1

Papers in Journals

Lara Dular, Gregor Brecl Jakob, Lina Savšek, Jožef Magdič, Bojan Rojc, Žiga Špiclin

Napovedovanje kliničnega poteka multiple skleroze iz magnetnoresonančnih slik: predhodni rezultati raziskave

Medicinski razgledi, 62(suppl. 1):51-57, 2023

Papers in Conference Proceedings

Domen Rački, Dejan Tomaževič, Danijel Skočaj

Combining unsupervised and supervised deep learning approaches for surface anomaly detection

SPIE QCAV'2023: 16th International Conference on Quality Control by Artificial Vision, Jun 6-8, Albi, France (I. Jovančević, J.-J. Orteu, Eds.), 12749:1274906, 2023

Papers in Conference Proceedings

Luka Škrlj, Matija Jelenc, Tomaž Vrtovec

Detection of aortic cusp landmarks in computed tomography images with deep learning

12th International Conference on Functional Imaging and Modeling of the Heart - FIMH 2023, Jun 19-22, Lyon, France (O. Bernard et al., Eds.), Lecture Notes in Computer Science 13958:301-309, 2023

Papers in Conference Proceedings

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

Multimodal CT and MR segmentation of head and neck organs-at-risk

26th International Conference on Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, Oct 8-12, Vancouver, Canada, Lecture Notes in Computer Science 14223:745-755, 2023

Papers in Conference Proceedings

Lara Dular, Gregor Brecl-Jakob, Lina Savšek, Jožef Magdič, Žiga Špiclin

Predicting future multiple sclerosis disease progression from MR scans

SPIE Medical Imaging 2023: Image Processing, Feb 19-23, San Diego, CA, USA (I. Išgum, O. Colliot, Eds.), 12465:124652U, 2023

Papers in Conference Proceedings

Luka Škrlj, Matija Jelenc, Franjo Pernuš, Tomaž Vrtovec

Zaznavanje oslonilnih točk aortne zaklopke v CT slikah s postopkom globokega učenja

17. strokovna konferenca o računalniški obdelavi slik in njeni uporabi v Sloveniji - ROSUS 2023, 20. marec, Maribor, Slovenija (B. Potočnik, ur.), 61-68, 2023

Abstracts in Conference Proceedings

Sofie Gernaat, Ivana Isgum, Arco Teske, Nadia Harbeck, Marleen De Bruijne, Darja Molan, Rieke Van Der Graaf, Eva Batista, Tomaž Vrtovec, Lourens Robbers, Maja Maraldo, Femke Van Der Leij, Helena Verkooijen

74: The ARTILLERY project: developing, validating and prospectively evaluating trustworthy AI systems for early detection of cardiovascular disease risk in women with breast cancer using routine CT scans

Global Cardio Oncology Summit - GCOS 2023, Sep 27-29, Madrid, Spain, 2023

Abstracts in Conference Proceedings

Andraž Mehle, Domen Kitak, Dejan Tomaževič

Deep learning-based machine vision for enhanced in-line monitoring of high-shear granulation processes

37th International Forum Process Analytical Technology - IFPAC 2023, Oct 8-11, Cortona, Italy, 2023

Abstracts in Conference Proceedings

Andraž Mehle, Domen Kitak, Ana Baumgartner, Dejan Tomaževič

Deep learning-based machine vision system for in-line monitoring of high-shear wet granulation processes

EuroPACT2023, May 7-10, Copenhagen, Denmark, 2023

Abstracts in Conference Proceedings

Žiga Bizjak, Gregor Brecl Jakob, Žiga Špiclin

Design and validation of an autonomous nine hole peg test

9th Joint ECTRIMS-ACTRIMS meeting - MSMilan2023, Oct 11-13, Milan, Italy, Multiple Scleroris Journal 29(Suppl 3):752-753, 2023

Abstracts in Conference Proceedings

Peter Naglič, Uroš Tkalec

Digital holographic microscopy in reflection mode for precise topography determination of liquid crystal textures on micropatterned substrates

Joint Conference of the Italian and European Community of Condensed Matter Physics - CMD30 FisMat 2023, Sep 4-8, Milan, Italy, 2023

Abstracts in Conference Proceedings

Lara Dular, Domen Preložnik, Gregor Brecl Jakob, Lina Savšek, Jožef Magdič, Bojan Rojc, Žiga Špiclin

Future MS disease progression prediction using deep learning on conventional MRI scans

ACTRIMS Forum 2023, Feb 23-25, San Diego, USA, Multiple Scleroris Journal 29(Suppl 2):151, 2023

Abstracts in Conference Proceedings

Peter Naglič, Ana Marin, Matic Ivančič, Martin Rigler, Miran Bürmen

Optical properties of particulate matter collected on glass fiber filters measured by spatially resolved reflectance spectroscopy

European Aerosol Conference - EAC2023, Sep 3-8, Malaga, Spain, 2023, 3.05#14, 2023

Abstracts in Conference Proceedings

Lara Dular, Gregor Brecl Jakob, Lina Savšek, Jožef Magdič, Bojan Rojc, Žiga Špiclin

Prediction of future disease progression from magnetic resonance images using brain and lesion volumetry and lesion-induced tract disconnectivity

9th Joint ECTRIMS-ACTRIMS meeting - MSMilan2023, Oct 11-13, Milan, Italy, Multiple Scleroris Journal 29(Suppl 3):323-324, 2023

Abstracts in Conference Proceedings

Tomaž Vrtovec

The use of AI in orthopedic image analysis

Annual Spine Experts Group Meeting 2023, Nov 30-Dec 1, Ljubljana, Slovenia, 43, 2023

Other Publications

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

HaN-Seg: the head and neck organ-at-risk CT & MR segmentation dataset

Zenodo, 2023

Category

Type
Year