Learning to Diagnose Cirrhosis with Liver Capsule Guided Ultrasound Image Classification

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...

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Bibliographic Details
Main Authors: Xiang Liu, Jia Lin Song, Shuo Hong Wang, Jing Wen Zhao, Yan Qiu Chen
Format: Article
Language:English
Published: MDPI AG 2017-01-01
Series:Sensors
Subjects:
ultrasound imaging
computer-aided diagnosis
cirrhosis
convolutional neural network
Online Access:http://www.mdpi.com/1424-8220/17/1/149

Internet

http://www.mdpi.com/1424-8220/17/1/149

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