Transfer learning with deep convolutional neural network for liver steatosis assessment in ultrasound images

Discriminant analysis of neural style representations for breast lesion classification in ultrasound

(2018) Michał Byra   Biocybernetics and Biomedical Engineering

Non-alcoholic fatty liver disease and its relationship with cardiovascular disease and other extrahepatic diseases

(2017) Leon A Adams et al.   GUT

A survey on deep learning in medical image analysis

(2017) Geert Litjens et al.   MEDICAL IMAGE ANALYSIS

Use of Liver Imaging and Biopsy in Clinical Practice

(2017) Elliot B. Tapper et al.   NEW ENGLAND JOURNAL OF MEDICINE

Breast-Lesion Characterization using Textural Features of Quantitative Ultrasound Parametric Maps

(2017) Ali Sadeghi-Naini et al.   Scientific Reports

Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?

(2016) Nima Tajbakhsh et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

(2016) Hoo-Chang Shin et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Review of Quantitative Ultrasound: Envelope Statistics and Backscatter Coefficient Imaging and Contributions to Diagnostic Ultrasound

(2016) Michael L. Oelze et al.   IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL

Diagnostic accuracy of hepatorenal index in the detection and grading of hepatic steatosis

(2016) Anil Chauhan et al.   JOURNAL OF CLINICAL ULTRASOUND

Echocardiographic Correlates of Abnormal Liver Tests in Patients with Exacerbation of Chronic Heart Failure

(2016) Grzegorz Styczynski et al.   JOURNAL OF THE AMERICAN SOCIETY OF ECHOCARDIOGRAPHY

Classification of breast lesions using segmented quantitative ultrasound maps of homodyned K distribution parameters

(2016) Michał Byra et al.   MEDICAL PHYSICS

Computer-aided Characterization and Diagnosis of Diffuse Liver Diseases Based on Ultrasound Imaging

(2016) Puja Bharti et al.   ULTRASONIC IMAGING

Noninvasive Diagnosis of Nonalcoholic Fatty Liver Disease and Quantification of Liver Fat Using a New Quantitative Ultrasound Technique

(2015) Steven C. Lin et al.   Clinical Gastroenterology and Hepatology

Role of ultrasound in the diagnosis and treatment of nonalcoholic fatty liver disease and its complications

(2015) Stefano Ballestri et al.   Expert Review of Gastroenterology & Hepatology

cocor: A Comprehensive Solution for the Statistical Comparison of Correlations

(2015) Birk Diedenhofen et al.   PLoS One

Ultrasonographic Quantification of Hepatic–Renal Echogenicity Difference in Hepatic Steatosis Diagnosis

(2013) Jing-Houng Wang et al.   DIGESTIVE DISEASES AND SCIENCES

Hepatorenal Index as an Accurate, Simple, and Effective Tool in Screening for Steatosis

(2012) Richard H. Marshall et al.   AMERICAN JOURNAL OF ROENTGENOLOGY

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

pROC: an open-source package for R and S+ to analyze and compare ROC curves

(2011) Xavier Robin et al.   BMC BIOINFORMATICS

Nonalcoholic Fatty Liver Disease Increases Risk of Death Among Patients With Diabetes: A Community-Based Cohort Study

(2010) Leon A Adams et al.   AMERICAN JOURNAL OF GASTROENTEROLOGY

Diagnostic Value of a Computerized Hepatorenal Index for Sonographic Quantification of Liver Steatosis

(2009) Muriel Webb et al.   AMERICAN JOURNAL OF ROENTGENOLOGY

Sonographic hepatic-renal ratio as indicator of hepatic steatosis: comparison with 1H magnetic resonance spectroscopy

(2009) Marcello Mancini et al.   METABOLISM-CLINICAL AND EXPERIMENTAL