Grzegorz Mrukwa

According to our database, Grzegorz Mrukwa authored at least 9 papers between 2016 and 2022.

Collaborative distances:

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

2022

DiviK: divisive intelligent K-means for hands-free unsupervised clustering in big biological data.

Grzegorz Mrukwa, Joanna Polanska

BMC Bioinform., 2022

2020

Fully-automated deep learning-powered system for DCE-MRI analysis of brain tumors.

Jakub Nalepa, Pablo Ribalta Lorenzo, Michal Marcinkiewicz, Barbara Bobek-Billewicz, Pawel Wawrzyniak, Maksym Walczak, Michal Kawulok, Wojciech Dudzik, Krzysztof Kotowski, Izabela Burda, Bartosz Machura, Grzegorz Mrukwa, Pawel Ulrych, Michael P. Hayball

Artif. Intell. Medicine, 2020

2019

Fully-automated deep learning-powered system for DCE-MRI analysis of brain tumors.

Jakub Nalepa, Pablo Ribalta Lorenzo, Michal Marcinkiewicz, Barbara Bobek-Billewicz, Pawel Wawrzyniak, Maksym Walczak, Michal Kawulok, Wojciech Dudzik, Grzegorz Mrukwa, Pawel Ulrych, Michael P. Hayball

CoRR, 2019

Segmenting brain tumors from FLAIR MRI using fully convolutional neural networks.

Pablo Ribalta Lorenzo, Jakub Nalepa, Barbara Bobek-Billewicz, Pawel Wawrzyniak, Grzegorz Mrukwa, Michal Kawulok, Pawel Ulrych, Michael P. Hayball

Comput. Methods Programs Biomed., 2019

Data Augmentation via Image Registration.

Jakub Nalepa, Marcin Cwiek, Wojciech Dudzik, Michal Kawulok, Michael P. Hayball, Grzegorz Mrukwa, Szymon Piechaczek, Pablo Ribalta Lorenzo, Michal Marcinkiewicz, Barbara Bobek-Billewicz, Pawel Wawrzyniak, Pawel Ulrych, Janusz Szymanek

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Quantitative Impact of Label Noise on the Quality of Segmentation of Brain Tumors on MRI scans.

Michal Marcinkiewicz, Grzegorz Mrukwa

Proceedings of the 2019 Federated Conference on Computer Science and Information Systems, 2019

2018

Segmenting Brain Tumors from MRI Using Cascaded Multi-modal U-Nets.

Michal Marcinkiewicz, Jakub Nalepa, Pablo Ribalta Lorenzo, Wojciech Dudzik, Grzegorz Mrukwa

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018

Evolvable Deep Features.

Jakub Nalepa, Grzegorz Mrukwa, Michal Kawulok

Proceedings of the Applications of Evolutionary Computation, 2018

2016

A Novel Divisive iK-Means Algorithm with Region-Driven Feature Selection as a Tool for Automated Detection of Tumour Heterogeneity in MALDI IMS Experiments.

Grzegorz Mrukwa, Grzegorz Drazek, Monika Pietrowska, Piotr Widlak, Joanna Polanska

Proceedings of the Bioinformatics and Biomedical Engineering, 2016