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Fully-automated deep learning-powered system for DCE-MRI analysis of brain tumors.
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 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: kawulok m.
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
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Data Augmentation for Brain-Tumor Segmentation: A Review.
Nalepa J, Marcinkiewicz M, Kawulok M.
Nalepa J, et al. Among authors: kawulok m.
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.
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Dynamics of facial actions for assessing smile genuineness.
Kawulok M, Nalepa J, Kawulok J, Smolka B.
Kawulok M, et al.
PLoS One. 2021 Jan 5;16(1):e0244647. doi: 10.1371/journal.pone.0244647. eCollection 2021.
PLoS One. 2021.
PMID: 33400708
Free PMC article.
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Environmental metagenome classification for constructing a microbiome fingerprint.
Kawulok J, Kawulok M, Deorowicz S.
Kawulok J, et al. Among authors: kawulok m.
Biol Direct. 2019 Nov 13;14(1):20. doi: 10.1186/s13062-019-0251-z.
Biol Direct. 2019.
PMID: 31722729
Free PMC article.
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A Real-World Benchmark for Sentinel-2 Multi-Image Super-Resolution.
Kowaleczko P, Tarasiewicz T, Ziaja M, Kostrzewa D, Nalepa J, Rokita P, Kawulok M.
Kowaleczko P, et al. Among authors: kawulok m.
Sci Data. 2023 Sep 21;10(1):644. doi: 10.1038/s41597-023-02538-9.
Sci Data. 2023.
PMID: 37735171
Free PMC article.
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