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On Urinary Bladder Cancer Diagnosis: Utilization of Deep Convolutional Generative Adversarial Networks for Data Augmentation

SIMPLE SUMMARY: One of the main challenges in the application of Machine Learning in medicine is data collection. Either due to ethical concerns or lack of patients, data may be scarce. In this paper Deep Convolutional Generative Adversarial Networks (DCGAN) have been applied for the purpose of data...

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Detalhes bibliográficos
Publicado no:Biology (Basel)
Main Authors: Lorencin, Ivan, Baressi Šegota, Sandi, Anđelić, Nikola, Mrzljak, Vedran, Ćabov, Tomislav, Španjol, Josip, Car, Zlatan
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7996800/
https://ncbi.nlm.nih.gov/pubmed/33652727
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/biology10030175
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