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

• Main Authors: Xiao Chen (Author), Qingshan Deng (Author), Qiang Wang (Author), Xinmiao Liu (Author), Lei Chen (Author), Jinjin Liu (Author), Shuangquan Li (Author), Meihao Wang (Author), Guoquan Cao (Author)
• Format: Book
• Published: Frontiers Media S.A., 2022-04-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

PurposeTo standardize the radiography imaging procedure, an image quality control framework using the deep learning technique was developed to segment and evaluate lumbar spine x-ray images according to a defined quality control standard.Materials and MethodsA dataset comprising anteroposterior, lat...