Publications by authors named "Raul Blazquez-Garcia"
Automated fatty liver disease detection in point-of-care ultrasound B-mode images.
J Med Imaging (Bellingham)
May 2023
Article Synopsis
- * A study utilized point-of-care ultrasound (POCUS) images taken by non-expert personnel to develop a deep learning algorithm capable of classifying liver steatosis.
- * The final deep learning model, DenseNet-121, demonstrated strong performance with a sensitivity of 95% and specificity of 85.2%, indicating that even low-quality ultrasound images can effectively detect liver fat when analyzed with advanced algorithms.