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Medical infrared thermal image based fatty liver classification using machine and deep learning
Published in Quantitative InfraRed Thermography Journal, 2023
Ahmet Özdil, Bülent Yilmaz
Liver function tests are used to help diagnose and monitor liver disease or damage. In addition, medical imaging and rarely liver biopsy is performed during the evaluation process. Imaging approaches like ultrasonography (US), transient elastography, computed tomography (CT), and magnetic resonance imaging (MRI) are currently being employed in the clinical routine, however, liver biopsy is still perceived as the golden standard to assess progression in the disease [4]. After the biopsy, patients may encounter complications like bleeding, infection and puncture in biliary tract along with temporary pain. Early diagnosis of NAFLD can be ensured by regular follow-up of a patient, however, applying an invasive method like biopsy many times may cause other health risks.