Reproducibility of CT-based opportunistic vertebral volumetric bone mineral density measurements from an automated segmentation framework.

Jannis H BoddenPhilipp PruckerAnjany SekuboyinaMalek El HusseiniKatharina GrauSebastian RühlingEgon BurianClaus ZimmerThomas BaumJan S Kirschke

Published in: European radiology experimental (2024)

Artificial intelligence-based tools facilitate BMD measurements in routine clinical CT datasets. Automated BMD measurements are highly reproducible in various settings. Reliable, automated opportunistic osteoporosis diagnostics allow for large-scale application.

Keyphrases

bone mineral density
artificial intelligence
deep learning
postmenopausal women
machine learning
body composition
big data
image quality
dual energy
computed tomography
convolutional neural network
contrast enhanced
high throughput
positron emission tomography
clinical practice
magnetic resonance
rna seq