Automatic Detection, Classification, and Grading of Lumbar Intervertebral Disc Degeneration Using an Artificial Neural Network Model.

Wongthawat LiawrungrueangPyeoungkee KimVit Kotheeranurak Khanathip JitpakdeePeem Sarasombath

Published in: Diagnostics (Basel, Switzerland) (2023)

The deep CNN model can reliably automatically grade routine T2-weighted MRIs using the Pfirrmann grading system, providing a quick and efficient method for lumbar IDD classification.

Keyphrases

neural network
deep learning
machine learning
minimally invasive
convolutional neural network
magnetic resonance
clinical practice
loop mediated isothermal amplification