Efficient Detection of Hepatic Steatosis in Ultrasound Images Using Convolutional Neural Networks: A Comparative Study

Efficient Detection of Hepatic Steatosis in Ultrasound Images Using Convolutional Neural Networks: A Comparative Study

<h3>Introduction</h3><p dir="ltr">Artificial Intelligence (AI) is widely used in medical studies to interpret imaging data and improve the efficiency of healthcare professionals. Nonalcoholic fatty liver disease (NAFLD) is a common liver abnormality associated with an inc...

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Bibliographic Details
Main Author: Fahad M. Alshagathrh (19365478) (author)
Other Authors: Saleh Musleh (15279190) (author), Mahmood Alzubaidi (15740693) (author), Jens Schneider (16885948) (author), Mowafa S. Househ (19365481) (author)
Published: 2023
Subjects:
Health sciences
Health services and systems
Information and computing sciences
Artificial intelligence
Machine learning
non-alcoholic fatty liver
hepatic steatosis
EfficientNet-B0
ResNet34
image classification
deep learning
binary classification
convolutional neural network
image transformations
ultrasound images
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