Gaussian mixture model based analysis of apparent diffusion coefficient maps for differentiation between malignant and benign brain tumours - preliminary results. - Joanna Polanska; Franciszek Binczyk; Anna Hebda; Barbara Bobek-Billewicz (IWBBIO, 2013)

Automatische Tumorsegmentierung mit spärlich annotierter Lernbasis. - Michael Götz; Christian Weber 001; Franciszek Binczyk; Joanna Polanska; Rafal Tarnawski; Barbara Bobek-Billewicz; Hans-Peter Meinzer; Bram Stieltjes; Klaus H. Maier-Hein (Bildverarbeitung für die Medizin, 2015)

Überwachtes Lernen zur Prädiktion von Tumorwachstum. - Christian Weber 001; Michael Götz; Franciszek Binczyk; Joanna Polanska; Rafal Tarnawski; Barbara Bobek-Billewicz; Hans-Peter Meinzer; Bram Stieltjes; Klaus H. Maier-Hein (Bildverarbeitung für die Medizin, 2015)

DALSA: Domain Adaptation for Supervised Learning From Sparsely Annotated MR Images. - Michael Götz; Christian Weber 001; Franciszek Binczyk; Joanna Polanska; Rafal Tarnawski; Barbara Bobek-Billewicz; Ullrich Köthe; Jens Kleesiek; Bram Stieltjes; Klaus H. Maier-Hein (IEEE Trans. Medical Imaging, 2016)

MiMSeg - an algorithm for automated detection of tumor tissue on NMR apparent diffusion coefficient maps. - Franciszek Binczyk; Bram Stjelties; Christian Weber 001; Michael Götz; Klaus H. Maier-Hein; Hans-Peter Meinzer; Barbara Bobek-Billewicz; Rafal Tarnawski; Joanna Polanska (Inf. Sci., 2017)

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; et al. (ICIP, 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)

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)

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; et al. (Artif. Intell. Medicine, 2020)