Grzegorz Mrukwa

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 10

Top Topics

Tumor Segmentation

Unsupervised Clustering

Top Venues

Artif. Intell. Medicine

BrainLes@MICCAI (2)

Publications

Grzegorz Mrukwa, Joanna Polanska
DiviK: divisive intelligent K-means for hands-free unsupervised clustering in big biological data. BMC Bioinform. 23 (1) (2022)
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
Fully-automated deep learning-powered system for DCE-MRI analysis of brain tumors. Artif. Intell. Medicine 102 (2020)
Michal Marcinkiewicz, Grzegorz Mrukwa
Quantitative Impact of Label Noise on the Quality of Segmentation of Brain Tumors on MRI scans. FedCSIS (2019)
Michal Marcinkiewicz, Grzegorz Mrukwa
Quantitative Impact of Label Noise on the Quality of Segmentation of Brain Tumors on MRI scans. CoRR (2019)
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
Data Augmentation via Image Registration. ICIP (2019)
Pablo Ribalta Lorenzo, Jakub Nalepa, Barbara Bobek-Billewicz, Pawel Wawrzyniak, Grzegorz Mrukwa, Michal Kawulok, Pawel Ulrych, Michael P. Hayball
Segmenting brain tumors from FLAIR MRI using fully convolutional neural networks. Comput. Methods Programs Biomed. 176 (2019)
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
Fully-automated deep learning-powered system for DCE-MRI analysis of brain tumors. CoRR (2019)
Jakub Nalepa, Grzegorz Mrukwa, Michal Kawulok
Evolvable Deep Features. EvoApplications (2018)
Michal Marcinkiewicz, Jakub Nalepa, Pablo Ribalta Lorenzo, Wojciech Dudzik, Grzegorz Mrukwa
Segmenting Brain Tumors from MRI Using Cascaded Multi-modal U-Nets. BrainLes@MICCAI (2) (2018)
Grzegorz Mrukwa, Grzegorz Drazek, Monika Pietrowska, Piotr Widlak, Joanna Polanska
A Novel Divisive iK-Means Algorithm with Region-Driven Feature Selection as a Tool for Automated Detection of Tumour Heterogeneity in MALDI IMS Experiments. IWBBIO (2016)