Learning to Diagnose Cirrhosis with Liver Capsule Guided Ultrasound Image Classification

This paper proposes a computer-aided cirrhosis diagnosis system to diagnose cirrhosis based on ultrasound images. We first propose a method to extract a liver capsule on an ultrasound image, then, based on the extracted liver capsule, we fine-tune a deep convolutional neural network (CNN) model to e...

Descripción completa

Detalles Bibliográficos
Autores principales: Liu, Xiang, Song, Jia Lin, Wang, Shuo Hong, Zhao, Jing Wen, Chen, Yan Qiu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2017
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5298722/
https://www.ncbi.nlm.nih.gov/pubmed/28098774
http://dx.doi.org/10.3390/s17010149

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5298722/
https://www.ncbi.nlm.nih.gov/pubmed/28098774
http://dx.doi.org/10.3390/s17010149

Ejemplares similares