Image Quality Control in Lumbar Spine Radiography Using Enhanced U-Net Neural Networks

Abstract

This deep learning-based algorithm achieves accurate segmentation of lumbar spine x-ray images. It provides a reliable and efficient method to identify the shape of the lumbar spine while automatically determining the radiographic image quality.