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Fully-automated deep learning-powered system for DCE-MRI analysis of brain tumors.
Nalepa J, Ribalta Lorenzo P, Marcinkiewicz M, Bobek-Billewicz B, Wawrzyniak P, Walczak M, Kawulok M, Dudzik W, Kotowski K, Burda I, Machura B, Mrukwa G, Ulrych P, Hayball MP. Nalepa J, et al. Artif Intell Med. 2020 Jan;102:101769. doi: 10.1016/j.artmed.2019.101769. Epub 2019 Nov 27. Artif Intell Med. 2020. PMID: 31980106
Segmenting pediatric optic pathway gliomas from MRI using deep learning.
Nalepa J, Adamski S, Kotowski K, Chelstowska S, Machnikowska-Sokolowska M, Bozek O, Wisz A, Jurkiewicz E. Nalepa J, et al. Comput Biol Med. 2022 Mar;142:105237. doi: 10.1016/j.compbiomed.2022.105237. Epub 2022 Jan 17. Comput Biol Med. 2022. PMID: 35074737
Segmenting brain tumors from FLAIR MRI using fully convolutional neural networks.
Ribalta Lorenzo P, Nalepa J, Bobek-Billewicz B, Wawrzyniak P, Mrukwa G, Kawulok M, Ulrych P, Hayball MP. Ribalta Lorenzo P, et al. Among authors: nalepa j. Comput Methods Programs Biomed. 2019 Jul;176:135-148. doi: 10.1016/j.cmpb.2019.05.006. Epub 2019 May 11. Comput Methods Programs Biomed. 2019. PMID: 31200901
Data Augmentation for Brain-Tumor Segmentation: A Review.
Nalepa J, Marcinkiewicz M, Kawulok M. Nalepa J, et al. Front Comput Neurosci. 2019 Dec 11;13:83. doi: 10.3389/fncom.2019.00083. eCollection 2019. Front Comput Neurosci. 2019. PMID: 31920608 Free PMC article. Review.
Machine Learning Predicts Cardiovascular Events in Patients With Diabetes: The Silesia Diabetes-Heart Project.
Nabrdalik K, Kwiendacz H, Drożdż K, Irlik K, Hendel M, Wijata AM, Nalepa J, Correa E, Hajzler W, Janota O, Wójcik W, Gumprecht J, Lip GYH. Nabrdalik K, et al. Among authors: nalepa j. Curr Probl Cardiol. 2023 Jul;48(7):101694. doi: 10.1016/j.cpcardiol.2023.101694. Epub 2023 Mar 14. Curr Probl Cardiol. 2023. PMID: 36921649 Free article. Review.
19 results