Automated stratification of liver disease in ultrasound: an online accurate feature classification paradigm

L Saba, N Dey, AS Ashour, S Samanta, SS Nath… - Computer methods and …, 2016 - Elsevier
Purpose Fatty liver disease (FLD) is one of the most common diseases in liver. Early
detection can improve the prognosis considerably. Using ultrasound for FLD detection is …

Data mining framework for fatty liver disease classification in ultrasound: a hybrid feature extraction paradigm

UR Acharya, SV Sree, R Ribeiro… - Medical …, 2012 - Wiley Online Library
Purpose: Fatty liver disease (FLD) is an increasing prevalent disease that can be reversed if
detected early. Ultrasound is the safest and ubiquitous method for identifying FLD. Since …

[HTML][HTML] Hybrid classification of diffuse liver diseases in ultrasound images using deep convolutional neural networks

P Pasyar, T Mahmoudi, SZM Kouzehkanan… - Informatics in Medicine …, 2021 - Elsevier
Despite the fact that liver biopsy is considered to be the gold standard for detecting diffuse
liver diseases, it is an invasive method with numerous side effects. Diffuse liver diagnosis …

Liver disease classification from ultrasound using multi-scale CNN

H Che, LG Brown, DJ Foran, JL Nosher… - International Journal of …, 2021 - Springer
Purpose Ultrasound (US) is the preferred modality for fatty liver disease diagnosis due to its
noninvasive, real-time, and cost-effective imaging capabilities. However, traditional B-mode …

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
In the last three decades, there is considerable interest in computer-aided diagnosis
systems for dealing with different diseases. Recently, these computer-aided diagnosis …

Automated characterization of fatty liver disease and cirrhosis using curvelet transform and entropy features extracted from ultrasound images

UR Acharya, U Raghavendra, H Fujita… - Computers in biology …, 2016 - Elsevier
Fatty liver disease (FLD) is reversible disease and can be treated, if it is identified at an early
stage. However, if diagnosed at the later stage, it can progress to an advanced liver disease …

Automatic classification of fatty liver disease based on supervised learning and genetic algorithm

A Gaber, HA Youness, A Hamdy, HM Abdelaal… - Applied Sciences, 2022 - mdpi.com
Fatty liver disease is considered a critical illness that should be diagnosed and detected at
an early stage. In advanced stages, liver cancer or cirrhosis arise, and to identify this …

Current status and perspectives for computer-aided ultrasonic diagnosis of liver lesions using deep learning technology

N Nishida, M Yamakawa, T Shiina, M Kudo - Hepatology International, 2019 - Springer
An ultrasound (US) examination is a common noninvasive technique widely applied for
diagnosis of a variety of diseases. Based on the rapid development of US equipment, many …

Automated classification of liver disorders using ultrasound images

FAA Minhas, D Sabih, M Hussain - Journal of medical systems, 2012 - Springer
This paper presents a novel approach for detection of Fatty liver disease (FLD) and
Heterogeneous liver using textural analysis of liver ultrasound images. The proposed …

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
Diffuse liver diseases, such as hepatitis, fatty liver, and cirrhosis, are becoming a leading
cause of fatality and disability all over the world. Early detection and diagnosis of these …