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Rapid diagnosis of Covid-19 infections by a progressively growing GAN and CNN optimisation.
Comput Methods Programs Biomed. 2023 Feb;229:107262. doi: 10.1016/j.cmpb.2022.107262. Epub 2022 Nov 26.
Comput Methods Programs Biomed. 2023.
PMID: 36463675
Free PMC article.
Generative adversarial network based data augmentation for CNN based detection of Covid-19.
Gulakala R, Markert B, Stoffel M.
Gulakala R, et al.
Sci Rep. 2022 Nov 10;12(1):19186. doi: 10.1038/s41598-022-23692-x.
Sci Rep. 2022.
PMID: 36357530
Free PMC article.
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Development of convolutional neural networks for recognition of tenogenic differentiation based on cellular morphology.
Dursun G, Tandale SB, Gulakala R, Eschweiler J, Tohidnezhad M, Markert B, Stoffel M.
Dursun G, et al. Among authors: gulakala r.
Comput Methods Programs Biomed. 2021 Sep;208:106279. doi: 10.1016/j.cmpb.2021.106279. Epub 2021 Jul 21.
Comput Methods Programs Biomed. 2021.
PMID: 34343743
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