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medigan: a Python library of pretrained generative models for medical image synthesis.
J Med Imaging (Bellingham). 2023 Nov;10(6):061403. doi: 10.1117/1.JMI.10.6.061403. Epub 2023 Feb 20.
J Med Imaging (Bellingham). 2023.
PMID: 36814939
Free PMC article.
High-resolution synthesis of high-density breast mammograms: Application to improved fairness in deep learning based mass detection.
Garrucho L, Kushibar K, Osuala R, Diaz O, Catanese A, Del Riego J, Bobowicz M, Strand F, Igual L, Lekadir K.
Garrucho L, et al.
Front Oncol. 2023 Jan 23;12:1044496. doi: 10.3389/fonc.2022.1044496. eCollection 2022.
Front Oncol. 2023.
PMID: 36755853
Free PMC article.
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Data synthesis and adversarial networks: A review and meta-analysis in cancer imaging.
Osuala R, Kushibar K, Garrucho L, Linardos A, Szafranowska Z, Klein S, Glocker B, Diaz O, Lekadir K.
Osuala R, et al. Among authors: garrucho l.
Med Image Anal. 2023 Feb;84:102704. doi: 10.1016/j.media.2022.102704. Epub 2022 Nov 24.
Med Image Anal. 2023.
PMID: 36473414
Free article.
Review.
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Domain generalization in deep learning based mass detection in mammography: A large-scale multi-center study.
Garrucho L, Kushibar K, Jouide S, Diaz O, Igual L, Lekadir K.
Garrucho L, et al.
Artif Intell Med. 2022 Oct;132:102386. doi: 10.1016/j.artmed.2022.102386. Epub 2022 Aug 24.
Artif Intell Med. 2022.
PMID: 36207090
Free article.
Item in Clipboard
Data preparation for artificial intelligence in medical imaging: A comprehensive guide to open-access platforms and tools.
Diaz O, Kushibar K, Osuala R, Linardos A, Garrucho L, Igual L, Radeva P, Prior F, Gkontra P, Lekadir K.
Diaz O, et al. Among authors: garrucho l.
Phys Med. 2021 Mar;83:25-37. doi: 10.1016/j.ejmp.2021.02.007. Epub 2021 Mar 5.
Phys Med. 2021.
PMID: 33684723
Free article.
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