Application of Medical Imaging Based on Deep Learning in the Treatment of Lumbar Degenerative Diseases and Osteoporosis with Bone Cement Screws.
Journal:
Computational and mathematical methods in medicine
PMID:
34671416
Abstract
OBJECTIVE: To explore the application value of magnetic resonance spectroscopy (MRS) and GSI-energy spectrum electronic computed tomography (CT) medical imaging based on the deep convolutional neural network (CNN) in the treatment of lumbar degenerative disease and osteoporosis.
Authors
Keywords
Absorptiometry, Photon
Adipose Tissue
Adult
Aged
Aged, 80 and over
Bone Cements
Bone Density
Bone Diseases
Bone Screws
Computational Biology
Deep Learning
Female
Humans
Image Interpretation, Computer-Assisted
Lumbar Vertebrae
Magnetic Resonance Spectroscopy
Male
Middle Aged
Neural Networks, Computer
Osteoporosis
Tomography, X-Ray Computed