Texture Analysis for Identifying Heterogeneity in Medical Images. - Jakub Nalepa; Janusz Szymanek; Michael P. Hayball; Stephen J. Brown; Balaji Ganeshan; Kenneth Miles (ICCVG, 2014)

Towards Detecting High-Uptake Lesions from Lung CT Scans Using Deep Learning. - Krzysztof Pawelczyk; Michal Kawulok; Jakub Nalepa; Michael P. Hayball; Sarah J. McQuaid; Vineet Prakash; Balaji Ganeshan (ICIAP (2), 2017)

Extracting Biomarkers from Dynamic Images - Approaches and Challenges. - Jakub Nalepa; Michael P. Hayball; Stephen J. Brown; Michal Kawulok; Janusz Szymanek (ICPRAM, 2018)

Transferring Information Across Medical Images of Different Modalities. - Jakub Nalepa; Piotr Mokry; Janusz Szymanek; Michael P. Hayball (ICPRAM, 2018)

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)