A deep learning system for automated, multi-modality 2D segmentation of vertebral bodies and intervertebral discs.
Journal:
Bone
Published Date:
Apr 21, 2021
Abstract
PURPOSE: Fractures in vertebral bodies are among the most common complications of osteoporosis and other bone diseases. However, studies that aim to predict future fractures and assess general spine health must manually delineate vertebral bodies and intervertebral discs in imaging studies for further radiomic analysis. This study aims to develop a deep learning system that can automatically and rapidly segment (delineate) vertebrae and discs in MR, CT, and X-ray imaging studies.