Detection of Degenerative Changes on MR Images of the Lumbar Spine with a Convolutional Neural Network: A Feasibility Study

Detection of Degenerative Changes on MR Images of the Lumbar Spine with a Convolutional Neural Network: A Feasibility Study

Our objective was to evaluate the diagnostic performance of a convolutional neural network (CNN) trained on multiple MR imaging features of the lumbar spine, to detect a variety of different degenerative changes of the lumbar spine. One hundred and forty-six consecutive patients underwent routine cl...

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Bibliographic Details
Main Authors: Nils Christian Lehnen, Robert Haase, Jennifer Faber, Theodor Rüber, Hartmut Vatter, Alexander Radbruch, Frederic Carsten Schmeel
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Diagnostics
Subjects:
deep learning
lumbar spine
MRI
automated reading
diagnostic performance
disc protrusion
Online Access:https://www.mdpi.com/2075-4418/11/5/902

Internet

https://www.mdpi.com/2075-4418/11/5/902

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