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Generating Brain MRI with StyleGAN2-ADA: The Effect of the Training Set Size on the Quality of Synthetic Images.

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Title: Generating Brain MRI with StyleGAN2-ADA: The Effect of the Training Set Size on the Quality of Synthetic Images.
Authors: Lai M; Department of Electrical, Electronic, and Information Engineering 'Guglielmo Marconi' - DEI, University of Bologna, 47522, Cesena, Italy., Mascalchi M; Experimental and Clinical Biomedical Sciences 'Mario Serio', University of Florence, 50139, Florence, Italy., Tessa C; Unit of Radiology, Azienda USL Toscana Nord Ovest, Apuane Hospital, 54100, Massa, Italy., Diciotti S; Department of Electrical, Electronic, and Information Engineering 'Guglielmo Marconi' - DEI, University of Bologna, 47522, Cesena, Italy. stefano.diciotti@unibo.it.; Alma Mater Research Institute for Human-Centered Artificial Intelligence, University of Bologna, 40121, Bologna, Italy. stefano.diciotti@unibo.it.
Source: Journal of imaging informatics in medicine [J Imaging Inform Med] 2026 Jun; Vol. 39 (3), pp. 2319-2329. Date of Electronic Publication: 2025 Sep 23.
Publication Type: Journal Article
Journal Info: Publisher: Springer Nature Country of Publication: Switzerland NLM ID: 9918663679206676 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2948-2933 (Electronic) Linking ISSN: 29482925 NLM ISO Abbreviation: J Imaging Inform Med Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Lai+M%22">Lai M</searchLink>; Department of Electrical, Electronic, and Information Engineering 'Guglielmo Marconi' - DEI, University of Bologna, 47522, Cesena, Italy.<br /><searchLink fieldCode="AU" term="%22Mascalchi+M%22">Mascalchi M</searchLink>; Experimental and Clinical Biomedical Sciences 'Mario Serio', University of Florence, 50139, Florence, Italy.<br /><searchLink fieldCode="AU" term="%22Tessa+C%22">Tessa C</searchLink>; Unit of Radiology, Azienda USL Toscana Nord Ovest, Apuane Hospital, 54100, Massa, Italy.<br /><searchLink fieldCode="AU" term="%22Diciotti+S%22">Diciotti S</searchLink>; Department of Electrical, Electronic, and Information Engineering 'Guglielmo Marconi' - DEI, University of Bologna, 47522, Cesena, Italy. stefano.diciotti@unibo.it.; Alma Mater Research Institute for Human-Centered Artificial Intelligence, University of Bologna, 40121, Bologna, Italy. stefano.diciotti@unibo.it.
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  Data: <searchLink fieldCode="JN" term="%229918663679206676%22">Journal of imaging informatics in medicine</searchLink> [J Imaging Inform Med] 2026 Jun; Vol. 39 (3), pp. 2319-2329. <i>Date of Electronic Publication: </i>2025 Sep 23.
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        Value: 10.1007/s10278-025-01536-0
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      – TitleFull: Generating Brain MRI with StyleGAN2-ADA: The Effect of the Training Set Size on the Quality of Synthetic Images.
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            NameFull: Lai M
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            NameFull: Mascalchi M
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              Text: 2026 Jun
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