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Roman Jakubíček
Roman Jakubíček
Brno university of technology
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VerSe: A Vertebrae labelling and segmentation benchmark for multi-detector CT images
A Sekuboyina, ME Husseini, A Bayat, M Löffler, H Liebl, H Li, G Tetteh, ...
Medical image analysis 73, 102166, 2021
1952021
Deep convolutional neural network-based segmentation and classification of difficult to define metastatic spinal lesions in 3D CT data
J Chmelik, R Jakubicek, P Walek, J Jan, P Ourednicek, L Lambert, ...
Medical image analysis 49, 76-88, 2018
952018
Accurate micro-computed tomography imaging of pore spaces in collagen-based scaffold
J Zidek, L Vojtova, AM Abdel-Mohsen, J Chmelik, T Zikmund, J Brtnikova, ...
Journal of Materials Science: Materials in Medicine 27, 1-18, 2016
322016
Learning–based vertebra localization and labeling in 3D CT data of possibly incomplete and pathological spines
R Jakubicek, J Chmelik, J Jan, P Ourednicek, L Lambert, G Gavelli
Computer methods and programs in biomedicine 183, 105081, 2020
242020
Deep-learning-based fully automatic spine centerline detection in CT data
R Jakubicek, J Chmelik, P Ourednicek, J Jan
2019 41st Annual International Conference of the IEEE Engineering in …, 2019
132019
Weakly supervised deep learning-based intracranial hemorrhage localization
J Nemcek, T Vicar, R Jakubicek
arXiv preprint arXiv:2105.00781, 2021
82021
Fully automatic CAD system for segmentation and classification of spinal metastatic lesions in CT data
J Chmelik, R Jakubicek, J Jan, P Ourednicek, L Lambert, E Amadori, ...
World Congress on Medical Physics and Biomedical Engineering 2018: June 3-8 …, 2019
82019
Self-supervised pretraining for transferable quantitative phase image cell segmentation
T Vicar, J Chmelik, R Jakubicek, L Chmelikova, J Gumulec, J Balvan, ...
Biomedical optics express 12 (10), 6514-6528, 2021
72021
Combined bone lesion analysis in 3D CT data of vertebrae
J Jan, M Novosadová, J Demel, P Ouředníček, J Chmelík, R Jakubíček
2015 37th annual international conference of the IEEE Engineering in …, 2015
62015
Localization and classification of intracranial hemorrhages in CT data
J Nemcek, R Jakubicek, J Chmelik
8th European Medical and Biological Engineering Conference: Proceedings of …, 2021
42021
Tumorous spinal lesions: computer aided diagnosis and evaluation based on CT data-a review
J Chmelik, R Jakubicek, J Jan
Current Medical Imaging 14 (5), 686-694, 2018
42018
Using deep learning for gene detection and classification in raw nanopore signals
M Nykrynova, R Jakubicek, V Barton, M Bezdicek, M Lengerova, ...
Frontiers in Microbiology 13, 942179, 2022
32022
Deep-learning based prediction of virtual non-contrast CT images
R Jakubicek, T Vicar, J Chmelik, P Ourednicek, J Jan
2021 International Symposium on Electrical, Electronics and Information …, 2021
32021
Iterative machine learning based rotational alignment of brain 3D CT data
J Chmelik, R Jakubicek, T Vicar, P Walek, P Ourednicek, J Jan
2019 41st Annual International Conference of the IEEE Engineering in …, 2019
32019
Vertebrae segmentation in 3d ct data: A review of methods and evaluation approaches
R Jakubicek, J Chmelik, J Jan
Current Medical Imaging 14 (6), 853-866, 2018
32018
Fully Automatic CAD System for Spine Localisation and Vertebra Segmentation in CT Data
R Jakubicek, J Chmelik, J Jan, P Ourednicek, L Lambert, G Gavelli
World Congress on Medical Physics and Biomedical Engineering 2018: June 3-8 …, 2019
22019
Spine lesion analysis in 3D CT data–Reporting on research progress
J Jan, J Chmelik, R Jakubicek, P Ourednicek, E Amadori, G Gavelli
AIP Conference Proceedings 1956 (1), 2018
22018
A tool for automatic estimation of patient position in spinal ct data
R Jakubicek, T Vicar, J Chmelik
8th European Medical and Biological Engineering Conference: Proceedings of …, 2021
12021
Movement Correction in Thoracic Dynamic Contrast CT Data
R Jakubícek
1
Pregnancy induces retinal microvascular changes indicating cardio-metabolic stress
A Dathan-Stumpf, H Stepan, E Valterova, R Jakubicek, C Berbée, ...
Pregnancy Hypertension 35, 30-31, 2024
2024
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