Uncertainty Quantification

Quantifying central canal stenosis prediction uncertainty in SpineNet with conformal prediction

Conformal prediction to calibrate and quantify the uncertainty of SpineNet central-canal-stenosis grading on lumbar MRI, giving statistically valid prediction sets. Scientific …

cina-a.

• Jan 2026 • 1 min read

Medical-Imaging

Uncertainty Quantification of Central Canal Stenosis Deep Learning Classifier From Lumbar Sagittal T2-Weighted MRI

Monte-Carlo dropout and test-time augmentation to quantify uncertainty in a central-canal stenosis grading classifier. JOR Spine, 2026.

brenzikofer-a.

• Jan 2026 • 1 min read

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Uncertainty Quantification

Quantifying central canal stenosis prediction uncertainty in SpineNet with conformal prediction

Uncertainty Quantification of Central Canal Stenosis Deep Learning Classifier From Lumbar Sagittal T2-Weighted MRI