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Transfer Learning with Convolutional Neural Networks for Classification of Abdominal Ultrasound Images

The purpose of this study is to evaluate transfer learning with deep convolutional neural networks for the classification of abdominal ultrasound images. Grayscale images from 185 consecutive clinical abdominal ultrasound studies were categorized into 11 categories based on the text annotation speci...

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Detalhes bibliográficos
Publicado no:J Digit Imaging
Main Authors: Cheng, Phillip M., Malhi, Harshawn S.
Formato: Artigo
Idioma:Inglês
Publicado em: Springer International Publishing 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5359213/
https://ncbi.nlm.nih.gov/pubmed/27896451
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10278-016-9929-2
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