Gastric Pathology Image Classification Using Stepwise Fine-Tuning for Deep Neural Networks

Deep learning using convolutional neural networks (CNNs) is a distinguished tool for many image classification tasks. Due to its outstanding robustness and generalization, it is also expected to play a key role to facilitate advanced computer-aided diagnosis (CAD) for pathology images. However, the...

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Detalles Bibliográficos
Autores principales: Qu, Jia, Hiruta, Nobuyuki, Terai, Kensuke, Nosato, Hirokazu, Murakawa, Masahiro, Sakanashi, Hidenori
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2018
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6033298/
https://www.ncbi.nlm.nih.gov/pubmed/30034677
http://dx.doi.org/10.1155/2018/8961781

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6033298/
https://www.ncbi.nlm.nih.gov/pubmed/30034677
http://dx.doi.org/10.1155/2018/8961781

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