Noise-Bias and Contrast-Noise Analysis in Medical Imaging

Noise-Bias and Contrast-Noise Analysis in Medical Imaging

Molecular Imaging & Therapy via YouTube Direct link

Introduction

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1 of 13

Introduction

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Classroom Contents

Noise-Bias and Contrast-Noise Analysis in Medical Imaging

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  1. 1 Introduction
  2. 2 Three generations of image analysis
  3. 3 Noise and bias metrics
  4. 4 Mean squared error MSE
  5. 5 Impact of image reconstruction/generation methods on metrics
  6. 6 Noise vs. bias trade-off curves
  7. 7 Contrast and contrast-to-noise ratio CNR
  8. 8 Rose criterion and how it relates to CNR
  9. 9 Contrast vs. noise curves
  10. 10 Contrast recovery coefficient CRC
  11. 11 CRC curves
  12. 12 Noise correlations and task-based analyses
  13. 13 Summary of key concepts

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