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Development and Validation of an Automated Radiomic CT Signature for Detecting COVID-19.
Diagnostics (Basel). 2020 Dec 30;11(1):41. doi: 10.3390/diagnostics11010041.
Diagnostics (Basel). 2020.
PMID: 33396587
Free PMC article.
Deep learning for the fully automated segmentation of the inner ear on MRI.
Vaidyanathan A, van der Lubbe MFJA, Leijenaar RTH, van Hoof M, Zerka F, Miraglio B, Primakov S, Postma AA, Bruintjes TD, Bilderbeek MAL, Sebastiaan H, Dammeijer PFM, van Rompaey V, Woodruff HC, Vos W, Walsh S, van de Berg R, Lambin P.
Vaidyanathan A, et al. Among authors: zerka f.
Sci Rep. 2021 Feb 3;11(1):2885. doi: 10.1038/s41598-021-82289-y.
Sci Rep. 2021.
PMID: 33536451
Free PMC article.
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A review in radiomics: Making personalized medicine a reality via routine imaging.
Guiot J, Vaidyanathan A, Deprez L, Zerka F, Danthine D, Frix AN, Lambin P, Bottari F, Tsoutzidis N, Miraglio B, Walsh S, Vos W, Hustinx R, Ferreira M, Lovinfosse P, Leijenaar RTH.
Guiot J, et al. Among authors: zerka f.
Med Res Rev. 2022 Jan;42(1):426-440. doi: 10.1002/med.21846. Epub 2021 Jul 26.
Med Res Rev. 2022.
PMID: 34309893
Free article.
Review.
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An externally validated fully automated deep learning algorithm to classify COVID-19 and other pneumonias on chest computed tomography.
Vaidyanathan A, Guiot J, Zerka F, Belmans F, Van Peufflik I, Deprez L, Danthine D, Canivet G, Lambin P, Walsh S, Occhipinti M, Meunier P, Vos W, Lovinfosse P, Leijenaar RTH.
Vaidyanathan A, et al. Among authors: zerka f.
ERJ Open Res. 2022 May 3;8(2):00579-2021. doi: 10.1183/23120541.00579-2021. eCollection 2022 Apr.
ERJ Open Res. 2022.
PMID: 35509437
Free PMC article.
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Privacy preserving distributed learning classifiers - Sequential learning with small sets of data.
Zerka F, Urovi V, Bottari F, Leijenaar RTH, Walsh S, Gabrani-Juma H, Gueuning M, Vaidyanathan A, Vos W, Occhipinti M, Woodruff HC, Dumontier M, Lambin P.
Zerka F, et al.
Comput Biol Med. 2021 Sep;136:104716. doi: 10.1016/j.compbiomed.2021.104716. Epub 2021 Jul 31.
Comput Biol Med. 2021.
PMID: 34364262
Free article.
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Systematic Review of Privacy-Preserving Distributed Machine Learning From Federated Databases in Health Care.
Zerka F, Barakat S, Walsh S, Bogowicz M, Leijenaar RTH, Jochems A, Miraglio B, Townend D, Lambin P.
Zerka F, et al.
JCO Clin Cancer Inform. 2020 Mar;4:184-200. doi: 10.1200/CCI.19.00047.
JCO Clin Cancer Inform. 2020.
PMID: 32134684
Free PMC article.
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Radiomics: from qualitative to quantitative imaging.
Rogers W, Thulasi Seetha S, Refaee TAG, Lieverse RIY, Granzier RWY, Ibrahim A, Keek SA, Sanduleanu S, Primakov SP, Beuque MPL, Marcus D, van der Wiel AMA, Zerka F, Oberije CJG, van Timmeren JE, Woodruff HC, Lambin P.
Rogers W, et al. Among authors: zerka f.
Br J Radiol. 2020 Apr;93(1108):20190948. doi: 10.1259/bjr.20190948. Epub 2020 Feb 26.
Br J Radiol. 2020.
PMID: 32101448
Free PMC article.
Review.
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Systematic Review, Meta-Analysis and Radiomics Quality Score Assessment of CT Radiomics-Based Models Predicting Tumor EGFR Mutation Status in Patients with Non-Small-Cell Lung Cancer.
Felfli M, Liu Y, Zerka F, Voyton C, Thinnes A, Jacques S, Iannessi A, Bodard S.
Felfli M, et al. Among authors: zerka f.
Int J Mol Sci. 2023 Jul 14;24(14):11433. doi: 10.3390/ijms241411433.
Int J Mol Sci. 2023.
PMID: 37511192
Free PMC article.
Review.
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