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Matthew A. Kupinski

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Review Open access Sep 2026

Limits of CNR and MSE in medical image quality.

Purpose Contrast-to-noise ratio (CNR) and mean-squared error (MSE) are often treated as compact surrogates for image quality. The purpose of this tutorial is to revisit why these scalar summaries are incomplete for detection and decision tasks unless the task, ensemble, and observer that make them meaningful are stated...

Matthew A. Kupinski · 0 citations

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