Our Publications

Publications in year '2018'

Papers in Journals

Uroš Mitrović, Boštjan Likar, Franjo Pernuš, Žiga Špiclin

3D-2D registration in endovascular image-guided surgery: evaluation of state-of-the-art methods on cerebral angiograms

International Journal of Computer Assisted Radiology and Surgery, 13(2):193-202, 2018

JCR Impact Factor: 2.155 (2018) -- Best Category: 83/203 surgery -- Quartile: 2

Papers in Journals

Alan Petrônio Pinheiro, Júlio Cézar Coelho, Antônio C. Paschoarelli Veiga, Tomaž Vrtovec

A computerized method for evaluating scoliotic deformities using elliptical pattern recognition in X-ray spine images

Computer Methods and Programs in Biomedicine, 161:85-92, 2018

JCR Impact Factor: 3.424 (2018) -- Best Category: 15/104 computer science, theory & methods -- Quartile: 1

Papers in Journals

Žiga Lesjak, Alfiia Galimzianova, Aleš Koren, Matej Lukin, Franjo Pernuš, Boštjan Likar, Žiga Špiclin

A novel public MR image dataset of multiple sclerosis patients with lesion segmentations based on multi-rater consensus

Neuroinformatics, 16(1):51-63, 2018

JCR Impact Factor: 5.127 (2018) -- Best Category: 9/106 computer science, interdisciplinary applications -- Quartile: 1

Papers in Journals

Matic Ivančič, Peter Naglič, Franjo Pernuš, Boštjan Likar, Miran Bürmen

Efficient estimation of subdiffusive optical parameters in real time from spatially resolved reflectance by artificial neural networks

Optics Letters, 43(12):2901-2904, 2018

JCR Impact Factor: 3.866 (2018) -- Best Category: 16/95 optics -- Quartile: 1

Papers in Journals

Domen Rački, Dejan Tomaževič, Danijel Skočaj

Enovita konvolucijska nevronska mreža za detekcijo anomalij na teksturiranih površinah

Elektrotehniški vestnik - Electrotechnical Review, 85(5):279-285, 2018

Papers in Journals

Tomaž Vrtovec

Image Analysis & Stereology: 2017 research highlights

Image Analysis & Stereology, 37(1):1001-1007, 2018

JCR Impact Factor: 1.778 (2018) -- Best Category: 53/254 mathematics, applied -- Quartile: 1

Papers in Journals

Andraž Mehle, Domen Kitak, Gregor Podrekar, Boštjan Likar, Dejan Tomaževič

In-line agglomeration degree estimation in fluidized bed pellet coating processes using visual imaging

International Journal of Pharmaceutics, 546(1-2):78-85, 2018

JCR Impact Factor: 4.213 (2018) -- Best Category: 44/267 pharmacology & pharmacy -- Quartile: 1

Papers in Journals

Gregor Podrekar, Domen Kitak, Andraž Mehle, Zoran Lavrič, Boštjan Likar, Dejan Tomaževič, Rok Dreu

In-line film coating thickness estimation of minitablets in a fluid-bed coating equipment

AAPS PharmSciTech, 19(8):3440-3453, 2018

JCR Impact Factor: 2.608 (2018) -- Best Category: 132/267 pharmacology & pharmacy -- Quartile: 2

Papers in Journals

Alfiia Galimzianova, Žiga Lesjak, Daniel L. Rubin, Boštjan Likar, Franjo Pernuš, Žiga Špiclin

Locally adaptive magnetic resonance intensity models for unsupervised segmentation of multiple sclerosis lesions

Journal of Medical Imaging, 5(1):011007, 2018

Papers in Journals

Uroš Petković, Robert Korez, Stefan Parent, Samuel Kadoury, Tomaž Vrtovec

Polavtomatsko merjenje 3D Cobbovega kota na trikotniški mreži modela hrbtenice

Elektrotehniški vestnik - Electrotechnical Review, 85(1-2):1-6, 2018

Papers in Journals

Robert Korez, Michael Putzier, Tomaž Vrtovec

Računalniško podprto merjenje parametrov sagitalne orientacije medenice iz rentgenskih slik

Zdravniški vestnik, 87(11-12):519-529, 2018

Papers in Journals

Hennadii Madan, Franjo Pernuš, Žiga Špiclin

Reference-free error estimation for multiple measurement methods

Statistical Methods in Medical Research, 28(7):2196-2209, 2018

JCR Impact Factor: 2.388 (2018) -- Best Category: 15/123 statistics & probability -- Quartile: 1

Papers in Journals

Domen Močnik, Bulat Ibragimov, Lei Xing, Primož Strojan, Boštjan Likar, Franjo Pernuš, Tomaž Vrtovec

Segmentation of parotid glands from registered CT and MR images

Physica Medica, 52:33-41, 2018

JCR Impact Factor: 2.532 (2018) -- Best Category: 53/129 radiology, nuclear medicine & medical imaging -- Quartile: 2

Papers in Journals

Dejan Knez, Janez Mohar, Robert J. Cirman, Boštjan Likar, Franjo Pernuš, Tomaž Vrtovec

Variability analysis of manual and computer-assisted preoperative thoracic pedicle screw placement planning

Spine, 43(21):1487-1495, 2018

JCR Impact Factor: 2.903 (2018) -- Best Category: 19/76 orthopedics -- Quartile: 1

Papers in Conference Proceedings

Uroš Petković, Robert Korez, Stefan Parent, Samuel Kadoury, Tomaž Vrtovec

3D Cobb angle measurements from scoliotic mesh models with varying face-vertex density

5th Workshop on Computational Methods and Clinical Applications in Musculoskeletal Imaging - MICCAI-MSKI 2017, Sep 10, Québec City, Canada (B. Glocker et al., Eds.), Lecture Notes in Computer Science 10734:48-58, 2018

Papers in Conference Proceedings

Domen Rački, Dejan Tomaževič, Danijel Skočaj

A compact convolutional neural network for textured surface anomaly detection

18th IEEE Winter Conference on Applications of Computer Vision - WACV 2018, Mar 12-15, Lake Tahoe, NV, USA (A. Hoogs, S. McCloskey, G. Medioni, Eds.), 1331-1339, 2018

Papers in Conference Proceedings

Myra Cheng, Alfiia Galimzianova, Žiga Lesjak, Žiga Špiclin, Christopher B. Lock, Daniel L. Rubin

A multi-scale multiple sclerosis lesion change detection in a multi-sequence MRI

4th International Workshop on Deep Learning in Medical Image Analysis - DLMIA 2018 & 8th International Workshop on Multimodal Learning for Clinical Decision Support - ML-CDS 2018, held in conjunction with the 21th International Conference on Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, Sep 20, Granada, Spain (D. Stoyanov et al., Eds.), Lecture Notes in Computer Science 11045:353-360, 2018

Papers in Conference Proceedings

Dejan Knez, Imad S. Nahle, Tomaž Vrtovec, Stefan Parent, Samuel Kadoury

Computer-assisted pedicle screw placement planning: towards clinical practice

15th IEEE International Symposium on Biomedical Imaging - ISBI 2018, Apr 4-7, Washington, DC, USA (A. Amini, S. Acton, Eds.), 249-252, 2018

Papers in Conference Proceedings

Domen Ravnik, Tim Jerman, Franjo Pernuš, Boštjan Likar, Žiga Špiclin

Dataset variability leverages white-matter lesion segmentation performance with convolutional neural network

SPIE Medical Imaging 2018: Image Processing, Feb 10-15, Houston, TX, USA (E. D. Angelini, B. A. Landman, Eds.), 10574:105741J, 2018

Papers in Conference Proceedings

Peter Naglič, Matic Ivančič, Franjo Pernuš, Boštjan Likar, Miran Bürmen

Portable measurement system for real-time acquisition and analysis of in-vivo spatially resolved reflectance in the subdiffusive regime

SPIE Photonics West 2018: BiOS - Design and Quality for Biomedical Technologies XI, Jan 27 - Feb 1, San Francisco, CA, USA (R. Raghavachari, R. Liang, Eds.), 10486:1048618, 2018

Papers in Conference Proceedings

Hennadii Madan, Rok Berlot, Nicola J. Ray, Franjo Pernuš, Žiga Špiclin

Predicting nucleus basalis of Meynert volume from compartmental brain segmentations

1st International Workshop on Predictive Intelligence in Medical Imaging - PRIME 2018, held in conjunction with the 21th International Conference on Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, Sep 16, Granada, Spain (I. Rekik et al., Eds.), Lecture Notes in Computer Science 11121:68-75, 2018

Papers in Conference Proceedings

Peter Naglič, Matic Ivančič, Franjo Pernuš, Boštjan Likar, Miran Bürmen

Regression models for real-time estimation of optical and structural sample properties from subdiffusive spatially resolved reflectance

SPIE Photonics West 2018: BiOS - Optical Interactions with Tissue and Cells XXIX, Jan 27 - Feb 1, San Francisco, CA, USA (E. D. Jansen, H. T. Beier, Eds.), 10492:104920Q, 2018

Papers in Conference Proceedings

Robert Korez, Boštjan Likar, Franjo Pernuš, Tomaž Vrtovec

Segmentation of pathological spines in CT images using a two-way CNN and a collision-based model

5th International Workshop on Computational Methods and Clinical Applications in Musculoskeletal Imaging - MSKI 2017, held in conjunction with the 20th International Conference on Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, Sep 10, Québec City, Canada (B. Glocker et al., Eds.), Lecture Notes in Computer Science 10734:95-107, 2018

Papers in Conference Proceedings

William Mandel, Olivier Turcot, Dejan Knez, Stefan Parent, Samuel Kadoury

Spatiotemporal manifold prediction model for anterior vertebral body growth modulation surgery in idiopathic scoliosis

21st International Conference on Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, Sep 16-20, Granada, Spain (A.F. Frangi et al., Eds.), Lecture Notes in Computer Science 11073:206-213, 2018

Papers in Conference Proceedings

Domen Rački, Dejan Tomaževič, Danijel Skočaj

The effect of different CNN configurations on textured-surface defect segmentation and detection performance

23rd Computer Vision Winter Workshop - CVWW 2018, Feb 5-7, Český Krumlov, Czech Republic (Z. Kukelova, J. Skovierova, Eds.), 89-96, 2018

Abstracts in Conference Proceedings

Jožef Magdič, Žiga Špiclin, Tanja Hojs-Fabjan

Brain volume loss in RRMS is associated to clinical scores irrespective of quantification method

70th Annual Meeting og the American Academy of Neurology - AAN 2018, Apr 21-27, Los Angeles CA, USA, Neurology 90(suppl. 15):P3.371, 2018

Abstracts in Conference Proceedings

Andraž Mehle, Domen Kitak, Gregor Podrekar, Rok Dreu, Dejan Tomaževič

In-line agglomeration estimation in fluid-bed pellet coating processes using PATVIS APA

11th World Meeting on Pharmaceutics, Biopharmaceutics and Pharmaceutical Technology - PBP 2018, Mar 19-22, Granada, Spain, 2018

Abstracts in Conference Proceedings

Gregor Podrekar, Domen Kitak, Andraž Mehle, Dejan Tomaževič, Rok Dreu

In-line coating thickness estimation of tablets with visual imaging

AAPS PharmSci 360, Nov 4-7, San Antonio, TX, USA, 2018

Abstracts in Conference Proceedings

Gregor Podrekar, Domen Kitak, Urška Urnaut, Andraž Mehle, Sara Vidovič, Peter Usenik, Mateja Burjak, Boštjan Likar, Rok Dreu

In-line monitoring of a high-shear granulation process using digital imaging

11th World Meeting on Pharmaceutics, Biopharmaceutics and Pharmaceutical Technology - PBP 2018, Mar 19-22, Granada, Spain, 2018

Abstracts in Conference Proceedings

Olivier Turcot, Dejan Knez, Tomaž Vrtovec, Samuel Kadoury, Stefan Parent

Predictive model of spine correction following anterior vertebral body growth modulation in adolescent with idiopathic scoliosis

25th International Meeting of the Scoliosis Research Society on Advanced Spine Techniques - SRS-IMAST 2018, Jul 11-14, Los Angeles, CA, USA (R. A. Lehman et al., Eds.), 102, 2018

Books and Book Chapters

Ben Glocker, Jianhua Yao, Tomaž Vrtovec, Alejandro Frangi, Guoyan Zheng

5th International Workshop on Computational Methods and Clinical Applications in Musculoskeletal Imaging, MSKI, 2017, held in conjunction with MICCAI 2017, Sep 10, Quebec City, QC, Canada

Lecture Notes in Computer Science, 10734, 2018

Doctoral Disssertations

Dejan Knez

Computer-assisted design and analysis of pedicle screw placement based on medical images of the spine

PhD thesis: University of Ljubljana, Faculty of Electrical Engineering, Slovenia (T. Vrtovec), 2018

Doctoral Disssertations

Matic Ivančič

Določanje optičnih lastnosti bioloških tkiv z difuzno reflektančnim hiperspektralnim slikanjem [slo]

PhD thesis: University of Ljubljana, Faculty of Electrical Engineering, Slovenia (M. Bürmen), 2018

Doctoral Disssertations

Hennadii Madan

Error estimation in quantitative medical image analysis

PhD thesis: University of Ljubljana, Faculty of Electrical Engineering, Slovenia (M. Bürmen), 2018

Other Publications

Žiga Špiclin

Interdisciplinarni projekti: laboratorijske vaje

Univerza v Ljubljani, Fakulteta za elektrotehniko, Laboratorij za slikovne tehnologije, 2018

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