AIMC Topic: Fatty Liver

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Liver fat analysis using optimized support vector machine with support vector regression.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2023
BACKGROUND: Fatty liver disease is a common condition caused by excess fat in the liver. It consists of two types: Alcoholic Fatty Liver Disease, also called alcoholic steatohepatitis, and Non-Alcoholic Fatty Liver Disease (NAFLD). As per epidemiolog...
Humans India Image Processing, Computer-Assisted Fatty Liver Support Vector Machine Liver Diseases
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The quest for the missing links in fatty liver genetics: Deep learning to the rescue!

Cell reports. Medicine Dec 20, 2022
Park, MacLean, et al. conduct an exome-wide association study of liver fat content in the Penn Medicine BioBank. By leveraging machine learning-assisted analysis of clinical CT scans to quantify steatosis, they uncover previously undescribed liver fa...
Humans Machine Learning Tomography, X-Ray Computed Deep Learning Fatty Liver
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Accurate and generalizable quantitative scoring of liver steatosis from ultrasound images scalable deep learning.

World journal of gastroenterology Jun 14, 2022
BACKGROUND: Hepatic steatosis is a major cause of chronic liver disease. Two-dimensional (2D) ultrasound is the most widely used non-invasive tool for screening and monitoring, but associated diagnoses are highly subjective.
Humans Retrospective Studies Reproducibility of Results Deep Learning ROC Curve Fatty Liver Liver Non-alcoholic Fatty Liver Disease Elasticity Imaging Techniques
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Applications of Machine Learning in Fatty Live Disease Prediction.

Studies in health technology and informatics Jan 1, 2018
: Fatty liver disease (FLD) is considered the most prevalent form of chronic liver disease worldwide. The prediction of fatty liver disease is an important factor for effective treatment and reduce serious health consequences. We, therefore construct...
Humans Machine Learning Algorithms Female Sensitivity and Specificity Male Fatty Liver Logistic Models Support Vector Machine
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