S. D. Kumar

An End-to-End Deep Learning Pipeline for Enhanced Liver Ultrasound Imaging and Hepatitis Classification

Ultrasound imaging is an important non-invasive technique to evaluate chronic infections like hepatitis, but the diagnostic accuracy of the method is low due to speckle noise, poor resolution, and the lack of labeled clinical data. Conventional deep learning models have been found to perform well, but are usually limit...