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A deep learning, image based approach for automated diagnosis for inflammatory skin diseases

BACKGROUND: As the booming of deep learning era, especially the advances in convolutional neural networks (CNNs), CNNs have been applied in medicine fields like radiology and pathology. However, the application of CNNs in dermatology, which is also based on images, is very limited. Inflammatory skin...

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Detalles Bibliográficos
Autores principales: Wu, Haijing, Yin, Heng, Chen, Haipeng, Sun, Moyuan, Liu, Xiaoqing, Yu, Yizhou, Tang, Yang, Long, Hai, Zhang, Bo, Zhang, Jing, Zhou, Ying, Li, Yaping, Zhang, Guiyuing, Zhang, Peng, Zhan, Yi, Liao, Jieyue, Luo, Shuaihantian, Xiao, Rong, Su, Yuwen, Zhao, Juanjuan, Wang, Fei, Zhang, Wei, Zhang, Jin, Lu, Qianjin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: AME Publishing Company 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7290553/
https://www.ncbi.nlm.nih.gov/pubmed/32566608
http://dx.doi.org/10.21037/atm.2020.04.39