Temporal stability assessment in shear wave elasticity images validated by deep learning neural network for chronic liver disease fibrosis stage assessment

Deep learning Radiomics of shear wave elastography significantly improved diagnostic performance for assessing liver fibrosis in chronic hepatitis B: a prospective multicentre study

(2018) Kun Wang et al.   GUT

Machine learning for medical ultrasound: status, methods, and future opportunities

(2018) Laura J. Brattain et al.   Abdominal Radiology

Assessment of biopsy-proven liver fibrosis by two-dimensional shear wave elastography: An individual patient data-based meta-analysis

(2017) Eva Herrmann et al.   HEPATOLOGY

A survey on deep learning in medical image analysis

(2017) Geert Litjens et al.   MEDICAL IMAGE ANALYSIS

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

(2017) Ilias Gatos et al.   ULTRASOUND IN MEDICINE AND BIOLOGY

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

A new computer aided diagnosis system for evaluation of chronic liver disease with ultrasound shear wave elastography imaging

(2016) Ilias Gatos et al.   MEDICAL PHYSICS

Investigating liver stiffness and viscosity for fibrosis, steatosis and activity staging using shear wave elastography

(2015) Thomas Deffieux et al.   JOURNAL OF HEPATOLOGY

Global, regional, and national age–sex specific all-cause and cause-specific mortality for 240 causes of death, 1990–2013: a systematic analysis for the Global Burden of Disease Study 2013

(2015)   LANCET

Performance of 2-D Shear Wave Elastography in Liver Fibrosis Assessment Compared with Serologic Tests and Transient Elastography in Clinical Routine

(2015) Simona Bota et al.   ULTRASOUND IN MEDICINE AND BIOLOGY

Assessment of Liver Fibrosis with 2-D Shear Wave Elastography in Comparison to Transient Elastography and Acoustic Radiation Force Impulse Imaging in Patients with Chronic Liver Disease

(2015) Ludmila Gerber et al.   ULTRASOUND IN MEDICINE AND BIOLOGY

Automatic Assessment of Shear Wave Elastography Quality and Measurement Reliability in the Liver

(2015) Claire Pellot-Barakat et al.   ULTRASOUND IN MEDICINE AND BIOLOGY

WFUMB Guidelines and Recommendations for Clinical Use of Ultrasound Elastography: Part 3: Liver

(2015) Giovanna Ferraioli et al.   ULTRASOUND IN MEDICINE AND BIOLOGY

Diagnostic Accuracy of Real-Time Tissue Elastography for the Staging of Liver Fibrosis: A Meta-Analysis

(2014) Kunio Kobayashi et al.   EUROPEAN RADIOLOGY

Performance of Real-Time Elastography for the Staging of Hepatic Fibrosis: A Meta-Analysis

(2014) Huisuo Hong et al.   PLoS One

Which are the cut-off values of 2D-Shear Wave Elastography (2D-SWE) liver stiffness measurements predicting different stages of liver fibrosis, considering Transient Elastography (TE) as the reference method?

(2013) Ioan Sporea et al.   EUROPEAN JOURNAL OF RADIOLOGY

The burden of liver disease in Europe: A review of available epidemiological data

(2013) Martin Blachier et al.   JOURNAL OF HEPATOLOGY

Meta-analysis: ARFI elastography versus transient elastography for the evaluation of liver fibrosis

(2013) Simona Bota et al.   LIVER INTERNATIONAL

EFSUMB Guidelines and Recommendations on the Clinical Use of Ultrasound Elastography.Part 2: Clinical Applications

(2013) D. Cosgrove et al.   ULTRASCHALL IN DER MEDIZIN

Ultrasound elastography in liver

(2013) N. Frulio et al.   Diagnostic and Interventional Imaging

Accuracy of real-time shear wave elastography for assessing liver fibrosis in chronic hepatitis C: A pilot study

(2012) Giovanna Ferraioli et al.   HEPATOLOGY

Noninvasive tests for liver disease, fibrosis, and cirrhosis: Is liver biopsy obsolete?

(2010) E. CAREY et al.   CLEVELAND CLINIC JOURNAL OF MEDICINE

Noninvasive assessment of liver fibrosis

(2010) Stella M. Martínez et al.   HEPATOLOGY

Elastography for the diagnosis of severity of fibrosis in chronic liver disease: A meta-analysis of diagnostic accuracy

(2010) E.A. Tsochatzis et al.   JOURNAL OF HEPATOLOGY

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Hepatocellular Carcinoma Incidence, Mortality, and Survival Trends in the United States From 1975 to 2005

(2009) Sean F. Altekruse et al.   JOURNAL OF CLINICAL ONCOLOGY

Magnetic Resonance Elastography for the Noninvasive Staging of Liver Fibrosis

(2008) Laurent Huwart et al.   GASTROENTEROLOGY