Spine Explorer: a deep learning based fully automated program for efficient and reliable quantifications of the vertebrae and discs on sagittal lumbar spine MR images
BACKGROUND CONTEXT Although quantitative measurements improve the assessment of
disc degeneration, acquirement of quantitative measurements relies on manual
segmentation on lumbar magnetic resonance images (MRIs), which may introduce
subjective bias. To date, only a few semiautomatic systems have been developed to quantify
important components on MRIs. PURPOSE To develop a deep learning based program
(Spine Explorer) for automated segmentation and quantification of the vertebrae and …
disc degeneration, acquirement of quantitative measurements relies on manual
segmentation on lumbar magnetic resonance images (MRIs), which may introduce
subjective bias. To date, only a few semiautomatic systems have been developed to quantify
important components on MRIs. PURPOSE To develop a deep learning based program
(Spine Explorer) for automated segmentation and quantification of the vertebrae and …
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