Ultrasound-based tissue characterization and classification of fatty liver disease: A screening and diagnostic paradigm

U. Rajendra Acharya; Oliver Faust; Filippo Molinari; S. Vinitha Sree; Sameer P. Junnarkar; Vidya K. Sudarshan

doi:10.1016/j.knosys.2014.11.021

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Ultrasound-based tissue characterization and classification of fatty liver disease: A screening and diagnostic paradigm

U. Rajendra Acharya Oliver Faust Filippo Molinari S. Vinitha Sree Sameer P. Junnarkar Vidya K. Sudarshan

Year: 2014 Journal: Knowledge-Based Systems Vol: 75 Pages: 66-77 Publisher: Elsevier BV

DOI: 10.1016/j.knosys.2014.11.021

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Keywords:

CAD Artificial intelligence Local binary patterns Computer science Liver disease Population Cirrhosis Fatty liver Pattern recognition (psychology) Binary classification Radiology Machine learning Medicine Disease Support vector machine Pathology Image (mathematics)

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Topics

Liver Disease Diagnosis and Treatment

Health Sciences → Medicine → Epidemiology

Hepatocellular Carcinoma Treatment and Prognosis

Health Sciences → Medicine → Hepatology

Spectroscopy Techniques in Biomedical and Chemical Research

Life Sciences → Biochemistry, Genetics and Molecular Biology → Biophysics

Ultrasound-based tissue characterization and classification of fatty liver disease: A screening and diagnostic paradigm

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