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Synthetic image augmentation with generative adversarial network for enhanced performance in protein classification

Proteins are complex macromolecules accountable for the biological processes in the cell. In biomedical research, the images of protein are extensively used in medicine. The rate at which these images are produced makes it difficult to evaluate them manually and hence there exists a need to automate...

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Bibliografski detalji
Izdano u:Biomed Eng Lett
Glavni autori: Verma, Rohit, Mehrotra, Raj, Rane, Chinmay, Tiwari, Ritu, Agariya, Arun Kumar
Format: Artigo
Jezik:Inglês
Izdano: The Korean Society of Medical and Biological Engineering 2020
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7438425/
https://ncbi.nlm.nih.gov/pubmed/32850179
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s13534-020-00162-9
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