Roman Jakubícek

According to our database, Roman Jakubícek authored at least 14 papers between 2015 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Registration of Medical Image Sequences Using Auto-differentiation.

Tomás Vicar, Roman Jakubícek, Jirí Chmelík, Radim Kolár

Proceedings of 2022 International Conference on Medical Imaging and Computer-Aided Diagnosis, 2022

Weakly Supervised Deep Learning-based Intracranial Hemorrhage Localization.

Jakub Nemcek, Tomás Vicar, Roman Jakubícek

Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022

2021

VerSe: A Vertebrae labelling and segmentation benchmark for multi-detector CT images.

Anjany Sekuboyina, Malek El Husseini, Amirhossein Bayat, Maximilian Löffler, Hans Liebl, Hongwei Li, Giles Tetteh, Jan Kukacka, Christian Payer, Darko Stern, Martin Urschler, Maodong Chen, Dalong Cheng, Nikolas Lessmann, Yujin Hu, Tianfu Wang, Dong Yang, Daguang Xu, Felix Ambellan, Tamaz Amiranashvili, Moritz Ehlke, Hans Lamecker, Sebastian Lehnert, Marilia Lirio, Nicolás Pérez de Olaguer, Heiko Ramm, Manish Sahu, Alexander Tack, Stefan Zachow, Tao Jiang, Xinjun Ma, Christoph Angerman, Xin Wang, Kevin Brown, Alexandre Kirszenberg, Élodie Puybareau, Di Chen, Yiwei Bai, Brandon H. Rapazzo, Timyoas Yeah, Amber Zhang, Shangliang Xu, Feng Hou, Zhiqiang He, Chan Zeng, Zheng Xiangshang, Xu Liming, Tucker J. Netherton, Raymond P. Mumme, Laurence E. Court, Zixun Huang, Chenhang He, Li-Wen Wang, Sai Ho Ling, Lê Duy Huynh, Nicolas Boutry, Roman Jakubícek, Jirí Chmelík, Supriti Mulay, Mohanasankar Sivaprakasam, Johannes C. Paetzold, Suprosanna Shit, Ivan Ezhov, Benedikt Wiestler, Ben Glocker, Alexander Valentinitsch, Markus Rempfler, Björn H. Menze, Jan S. Kirschke

Medical Image Anal., 2021

Deep-learning Based Prediction of Virtual Non-contrast CT Images.

Roman Jakubícek, Tomás Vicar, Jirí Chmelík, Petr Ourednicek, Jirí Jan

Proceedings of the ISEEIE 2021: International Symposium on Electrical, Electronics and Information Engineering, Seoul Republic of Korea, February 19, 2021

2020

Metody segmentace a identifikace deformovaných obratlů ve 3D CT datech onkologických pacientů ; Methods of Segmentation and Identification of Deformed Vertebrae in 3D CT Data of Oncological Patients.

Roman Jakubícek

PhD thesis, 2020

Localization and classification of intracranialhemorrhages in CT data.

Jakub Nemcek, Roman Jakubícek, Jirí Chmelík

CoRR, 2020

A Tool for Automatic Estimation of Patient Position in Spinal CT Data.

Roman Jakubícek, Tomás Vicar, Jirí Chmelík

CoRR, 2020

VerSe: A Vertebrae Labelling and Segmentation Benchmark for Multi-detector CT Images.

Anjany Sekuboyina, Malek El Husseini, Amirhossein Bayat, Maximilian Löffler, Hans Liebl, Hongwei Li, Giles Tetteh, Jan Kukacka, Christian Payer, Darko Stern, Martin Urschler, Maodong Chen, Dalong Cheng, Nikolas Lessmann, Yujin Hu, Tianfu Wang, Dong Yang, Daguang Xu, Felix Ambellan, Tamaz Amiranashvili, Moritz Ehlke, Hans Lamecker, Sebastian Lehnert, Marilia Lirio, Nicolás Pérez de Olaguer, Heiko Ramm, Manish Sahu, Alexander Tack, Stefan Zachow, Tao Jiang, Xinjun Ma, Christoph Angerman, Xin Wang, Kevin Brown, Alexandre Kirszenberg, Élodie Puybareau, Di Chen, Yiwei Bai, Brandon H. Rapazzo, Timyoas Yeah, Amber Zhang, Shangliang Xu, Feng Hou, Zhiqiang He, Chan Zeng, Xiangshang Zheng, Liming Xu, Tucker J. Netherton, Raymond P. Mumme, Laurence E. Court, Zixun Huang, Chenhang He, Li-Wen Wang, Sai Ho Ling, Lê Duy Huynh, Nicolas Boutry, Roman Jakubícek, Jirí Chmelík, Supriti Mulay, Mohanasankar Sivaprakasam, Johannes C. Paetzold, Suprosanna Shit, Ivan Ezhov, Benedikt Wiestler, Ben Glocker, Alexander Valentinitsch, Markus Rempfler, Björn H. Menze, Jan S. Kirschke

CoRR, 2020

Learning-based vertebra localization and labeling in 3D CT data of possibly incomplete and pathological spines.

Roman Jakubícek, Jirí Chmelík, Jirí Jan, Petr Ourednicek, Lukás Lambert, Giampaolo Gavelli

Comput. Methods Programs Biomed., 2020

2019

Deep-learning-based fully automatic spine centerline detection in CT data.

Roman Jakubícek, Jirí Chmelík, Petr Ourednicek, Jirí Jan

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Iterative machine learning based rotational alignment of brain 3D CT data.

Jirí Chmelík, Roman Jakubícek, Tomás Vicar, Petr Walek, Petr Ourednicek, Jirí Jan

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

Deep convolutional neural network-based segmentation and classification of difficult to define metastatic spinal lesions in 3D CT data.

Jirí Chmelík, Roman Jakubícek, Petr Walek, Jirí Jan, Petr Ourednicek, Lukás Lambert, Elena Amadori, Giampaolo Gavelli

Medical Image Anal., 2018

Automatic Segmentation of Myocardial Infarction in Rats Subjected to Regional Ischemia.

Roman Jakubícek, Jirí Chmelík, Jan Neckar, Radim Kolár

Proceedings of the Computing in Cardiology, 2018

2015

Combined bone lesion analysis in 3D CT data of vertebrae.

Jirí Jan, Michaela Novosadová, Jan Demel, Petr Ourednicek, Jirí Chmelík, Roman Jakubícek

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015