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

scientific article published on 17 June 2017

A Machine-Learning Algorithm Toward Color Analysis for Chronic Liver Disease Classification, Employing Ultrasound Shear Wave Elastography. is …
instance of (P31):
scholarly articleQ13442814

External links are
P356DOI10.1016/J.ULTRASMEDBIO.2017.05.002
P8608Fatcat IDrelease_3ykhxeo6cfhsjffxvtws7f4bjm
P698PubMed publication ID28634041

P50authorStavros SpiliopoulosQ51287477
Ilias GatosQ87891349
P2093author name stringDimitris Karnabatidis
George C Kagadis
John D Hazle
Ioannis Theotokas
Pavlos Zoumpoulis
Stavros Tsantis
Thanasis Loupas
P2860cites workIndications, methods, and outcomes of percutaneous liver biopsy in England and Wales: an audit by the British Society of Gastroenterology and the Royal College of Physicians of LondonQ24541328
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.Q26782024
Performance of real-time elastography for the staging of hepatic fibrosis: a meta-analysisQ30422245
The usefulness of transient elastography, acoustic-radiation-force impulse elastography, and real-time elastography for the evaluation of liver fibrosisQ30452578
Elastography for the diagnosis of severity of fibrosis in chronic liver disease: a meta-analysis of diagnostic accuracyQ33767530
The use of receiver operating characteristic curves in biomedical informaticsQ36274414
Grading and staging systems for inflammation and fibrosis in chronic liver diseasesQ36907971
Hepatocellular carcinoma incidence, mortality, and survival trends in the United States from 1975 to 2005.Q37157400
Noninvasive tests for liver disease, fibrosis, and cirrhosis: Is liver biopsy obsolete?Q37777520
Ultrasound elastography in liverQ38102394
The efficiency of acoustic radiation force impulse imaging for the staging of liver fibrosis: a meta-analysisQ38117079
Meta-analysis: ARFI elastography versus transient elastography for the evaluation of liver fibrosis.Q38121935
Diagnostic accuracy of real-time tissue elastography for the staging of liver fibrosis: a meta-analysisQ38242421
Optical analysis of computed tomography images of the liver predicts fibrosis stage and distribution in chronic hepatitis C.Q39826805
Automatic assessment of shear wave elastography quality and measurement reliability in the liverQ41378814
WFUMB guidelines and recommendations for clinical use of ultrasound elastography: Part 3: liverQ41392739
Investigating liver stiffness and viscosity for fibrosis, steatosis and activity staging using shear wave elastography.Q42186141
Magnetic resonance elastography for the noninvasive staging of liver fibrosis.Q46601756
Novel image analysis method using ultrasound elastography for noninvasive evaluation of hepatic fibrosis in patients with chronic hepatitis C.Q46781180
Practical selection of SVM parameters and noise estimation for SVM regressionQ47303092
Quantitative breast lesion classification based on multichannel distributions in shear-wave imaging.Q48073639
A new computer aided diagnosis system for evaluation of chronic liver disease with ultrasound shear wave elastography imagingQ50203991
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.Q50892112
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?Q51127407
Real-time elastography with a novel quantitative technology for assessment of liver fibrosis in chronic hepatitis B.Q51616489
EFSUMB guidelines and recommendations on the clinical use of ultrasound elastography. Part 2: Clinical applications.Q53112216
Comparing measures of sample skewness and kurtosisQ55878625
Assessment of Liver Fibrosis with Real-Time Tissue Elastography in Chronic Viral HepatitisQ57762900
Non-Invasive Evaluation of Hepatic Fibrosis for Type C Chronic HepatitisQ57763348
Accuracy of real-time shear wave elastography for assessing liver fibrosis in chronic hepatitis C: A pilot studyQ57818202
Performance of Real-Time Strain Elastography, Transient Elastography, and Aspartate-to-Platelet Ratio Index in the Assessment of Fibrosis in Chronic Hepatitis CQ57818212
Cirrhosis: value of caudate to right lobe ratio in diagnosis with USQ68904043
Is ultrasonography useful in the assessment of diffuse parenchymal liver disease?Q69896305
Diagnosis of cirrhosis based on regional changes in hepatic morphology: a radiological and pathological analysisQ71170170
Head-to-head comparison of transient elastography (TE), real-time tissue elastography (RTE), and acoustic radiation force impulse (ARFI) imaging in the diagnosis of liver fibrosisQ83186401
Noninvasive assessment of liver fibrosisQ83258968
Performance of 2-D shear wave elastography in liver fibrosis assessment compared with serologic tests and transient elastography in clinical routineQ85201097
Ultrasonographic assessment of liver fibrosis with computer-assisted analysis of liver surface irregularitiesQ87207090
P433issue9
P921main subjectliver diseaseQ929737
chronic liver diseaseQ5113984
machine learningQ2539
P1104number of pages14
P304page(s)1797-1810
P577publication date2017-06-19
P1433published inUltrasound in Medicine and BiologyQ2260380
P1476titleA Machine-Learning Algorithm Toward Color Analysis for Chronic Liver Disease Classification, Employing Ultrasound Shear Wave Elastography
P478volume43