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. |
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| 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 |
| ISSN: | 2948-2933 |
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| DOI: | 10.1007/s10278-025-01536-0 |
