Extreme Learning Machine Framework for Risk Stratification of Fatty Liver Disease Using Ultrasound Tissue Characterization

Automated image quality evaluation of T2 -weighted liver MRI utilizing deep learning architecture

(2017) Steven J. Esses et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Learning to Diagnose Cirrhosis with Liver Capsule Guided Ultrasound Image Classification

(2017) Xiang Liu et al.   SENSORS

Computer-aided diagnosis of psoriasis skin images with HOS, texture and color features: A first comparative study of its kind

(2016) Vimal K. Shrivastava et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

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

(2016) Luca Saba et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Extreme Learning Machine for Multilayer Perceptron

(2016) Jiexiong Tang et al.   IEEE Transactions on Neural Networks and Learning Systems

Reliable and accurate psoriasis disease classification in dermatology images using comprehensive feature space in machine learning paradigm

(2015) Vimal K. Shrivastava et al.   EXPERT SYSTEMS WITH APPLICATIONS

A Computer-Aided Diagnosis Scheme For Detection Of Fatty Liver In Vivo Based On Ultrasound Kurtosis Imaging

(2015) Hsiang-Yang Ma et al.   JOURNAL OF MEDICAL SYSTEMS

Computer-Aided Diagnostic System for Detection of Hashimoto Thyroiditis on Ultrasound Images From a Polish Population

(2014) U. Rajendra Acharya et al.   JOURNAL OF ULTRASOUND IN MEDICINE

Improved Extreme Learning Machine and Its Application in Image Quality Assessment

(2014) Li Mao et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Automatic classification of white regions in liver biopsies by supervised machine learning

(2013) Scott Vanderbeck et al.   HUMAN PATHOLOGY

Atherosclerotic plaque tissue characterization in 2D ultrasound longitudinal carotid scans for automated classification: a paradigm for stroke risk assessment

(2013) U. Rajendra Acharya et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Review and performance comparison of SVM- and ELM-based classifiers

(2013) Jan Chorowski et al.   NEUROCOMPUTING

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

(2012) U. Rajendra Acharya et al.   MEDICAL PHYSICS

An Accurate and Generalized Approach to Plaque Characterization in 346 Carotid Ultrasound Scans

(2011) U. Rajendra Acharya et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Extreme Learning Machine for Regression and Multiclass Classification

(2011) Guang-Bin Huang et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

Symptomatic vs. Asymptomatic Plaque Classification in Carotid Ultrasound

(2011) Rajendra U. Acharya et al.   JOURNAL OF MEDICAL SYSTEMS

MR Spectroscopy of the Liver: Principles and Clinical Applications

(2009) Aliya Qayyum   RADIOGRAPHICS

Comparative Analysis of Spectral Approaches to Feature Extraction for EEG-Based Motor Imagery Classification

(2008) P. Herman et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING