Three-dimensional MRI Bone Models of the Glenohumeral Joint Using Deep Learning: Evaluation of Normal Anatomy and Glenoid Bone Loss.

Tatiane Cantarelli Rodrigues Cem M DenizErin F AlaiaNatalia GorelikJames S BabbJared DublinSoterios Gyftopoulos

Published in: Radiology. Artificial intelligence (2020)

CNNs could potentially be used in clinical practice to provide rapid and accurate 3D MRI glenohumeral bone models and GBL measurements. Supplemental material is available for this article. © RSNA, 2020.

Keyphrases

bone loss
contrast enhanced
deep learning
clinical practice
magnetic resonance imaging
diffusion weighted imaging
rotator cuff
bone mineral density
computed tomography
high resolution
magnetic resonance
soft tissue
convolutional neural network
postmenopausal women