A Machine-Learning Algorithm Toward Color Analysis for Chronic Liver Disease Classification, Employing Ultrasound Shear Wave Elastography

The purpose of the present study was to employ a computer-aided diagnosis system that classifies chronic liver disease (CLD) using ultrasound shear wave elastography (SWE) imaging, with a stiffness value-clustering and machine-learning algorithm. A clinical data set of 126 patients (56 healthy contr...

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Bibliographic Details
Published in:	Ultrasound in medicine & biology Vol. 43; no. 9; p. 1797
Main Authors:	Gatos, Ilias, Tsantis, Stavros, Spiliopoulos, Stavros, Karnabatidis, Dimitris, Theotokas, Ioannis, Zoumpoulis, Pavlos, Loupas, Thanasis, Hazle, John D, Kagadis, George C
Format:	Journal Article
Language:	English
Published:	England 01.09.2017
Subjects:	Adolescent Aged Algorithms Chronic Disease Color Diagnosis, Computer-Assisted - methods Elasticity Imaging Techniques - methods Female Humans Liver - diagnostic imaging Liver Diseases - diagnostic imaging Machine Learning Male Middle Aged Sensitivity and Specificity Young Adult Shear wave elastography Classifier design Computer-aided diagnosis Fibrosis Ultrasonics
ISSN:	1879-291X, 1879-291X
Online Access:	Get more information
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