Deep Learning Approaches for Automatic Quality Assurance of Magnetic Resonance Images Using ACR Phantom.
Journal:
BMC medical imaging
Published Date:
Nov 29, 2023
Abstract
BACKGROUND: In recent years, there has been a growing trend towards utilizing Artificial Intelligence (AI) and machine learning techniques in medical imaging, including for the purpose of automating quality assurance. In this research, we aimed to develop and evaluate various deep learning-based approaches for automatic quality assurance of Magnetic Resonance (MR) images using the American College of Radiology (ACR) standards.