Diagnosis of focal liver diseases based on deep learning technique for ultrasound images

TM Hassan, M Elmogy, ES Sallam - Arabian Journal for Science and …, 2017 - Springer
… different modalities of medical images of liver diseases, such as CT or MRI with the proposed
system. Also, a future work to be done is to use deep learning to classify other diseases. …

[HTML][HTML] New imaging techniques for liver diseases

BE Van Beers, JL Daire, P Garteiser - Journal of hepatology, 2015 - Elsevier
… Newly developed or advanced methods of ultrasonography and MR imaging provide … and
focal liver diseases. Ultrasound elastography has a central role for staging liver fibrosis and an …

Classification of liver diseases based on ultrasound image texture features

SSD Xu, CC Chang, CT Su, PQ Phu - Applied Sciences, 2019 - mdpi.com
… Hepatocellular carcinoma (HCC) and liver abscess are among the most dangerous liver
diseases worldwide. Due to the need to diagnose liver disease based on ultrasound images, …

An improved method for liver diseases detection by ultrasound image analysis

M Owjimehr, H Danyali… - Journal of Medical Signals …, 2015 - journals.lww.com
liver diseases. A system to characterize normal, fatty and heterogeneous liver, using textural
analysis of liver Ultrasound images… of interest of the liver images. These optimum regions of …

Automatic diagnosis of liver diseases from ultrasound images

MW Fakhr, AFA Mohamed - 2006 International Conference …, 2006 - ieeexplore.ieee.org
… networks to analyze images based on image texture. In this paper, an automatic liver
diseases diagnostic system is implemented for early detection of liver diseases. The proposed …

Classification algorithms for quantitative tissue characterization of diffuse liver disease from ultrasound images

YM Kadah, AA Farag, JM Zurada… - … on Medical Imaging, 1996 - ieeexplore.ieee.org
ultrasound images used in this research were obtained by a Kretz-320 mechanical sector
scanner ultrasound … to capture 512 x 512 image frames with gray level resolution of 8 blpixel. …

Automatic classification algorithm for diffused liver diseases based on ultrasound images

AG Mabrouk, A Hamdy, HM Abdelaal… - IEEE …, 2021 - ieeexplore.ieee.org
… ABSTRACT Diffuse liver diseases such as fatty liver and … Early diagnosis of these diseases
is extremely important to … liver diseases using ultrasound images, by classifying liver tissue as …

Computer-aided characterization and diagnosis of diffuse liver diseases based on ultrasound imaging: a review

P Bharti, D Mittal, R Ananthasivan - Ultrasonic Imaging, 2017 - journals.sagepub.com
… of liver abnormalities in ultrasound images and state the practical issues encountered in
characterization of diffuse liver diseases … and classifiers relevant to diffuse liver diseases. In later …

Fuzzy logic algorithm for quantitative tissue characterization of diffuse liver diseases from ultrasound images

AM Badawi, AS Derbala, ABM Youssef - International Journal of Medical …, 1999 - Elsevier
… It is difficult to differentiate diffuse liver diseases, namely cirrhotic and fatty liver by visual
inspection from the ultrasound images. The visual criteria for differentiating diffused diseases

Artificial neural network application in the diagnosis of disease conditions with liver ultrasound images

K Kalyan, B Jakhia, RD Lele, M Joshi… - Advances in …, 2014 - Wiley Online Library
Ultrasound images of liver disease conditions such as “fatty … ) liver ultrasound images from
“The Ultrasound Department at … along with “image processing toolbox” these images are then …