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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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Podrobná bibliografie
Vydáno v:Biomed Eng Lett
Hlavní autoři: Verma, Rohit, Mehrotra, Raj, Rane, Chinmay, Tiwari, Ritu, Agariya, Arun Kumar
Médium: Artigo
Jazyk:Inglês
Vydáno: The Korean Society of Medical and Biological Engineering 2020
Témata:
On-line přístup: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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