Analysis of Epi/Stroma Segmentation with High Pixel Agreement Rates

In this analysis of Epi/Stroma segmentation, multiple images were evaluated, showing overall pixel agreement rates ranging from 0.9211 to 0.9625. True Positive Rates were high, while False Negative Rates varied. The study provides insights into the effectiveness of the segmentation process.

• Segmentation Analysis
• Pixel Agreement
• Epi/Stroma
• True Positive Rate
• Image Evaluation

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Uploaded on Jul 24, 2024 | 0 Views

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1. Epi/stroma segmentation Date: 2020-04-09 10:36:44.526030 Author: Andrew Janowczyk Comments: data and code taken from blog andrewjanowczyk.com

2. ./imgs Overall Pixel Agreement: 0.9398 True Positive Rate: 0.8675 False Positive Rate: 0.0180 True Negative Rate: 0.9820 False Negative Rate: 0.1325

3. ./imgs Overall Pixel Agreement: 0.9568 True Positive Rate: 0.8300 False Positive Rate: 0.0134 True Negative Rate: 0.9866 False Negative Rate: 0.1700

4. ./imgs Overall Pixel Agreement: 0.9211 True Positive Rate: 0.9055 False Positive Rate: 0.0475 True Negative Rate: 0.9525 False Negative Rate: 0.0945

5. ./imgs Overall Pixel Agreement: 0.9482 True Positive Rate: 0.8343 False Positive Rate: 0.0410 True Negative Rate: 0.9590 False Negative Rate: 0.1657

6. ./imgs Overall Pixel Agreement: 0.9625 True Positive Rate: 0.8524 False Positive Rate: 0.0158 True Negative Rate: 0.9842 False Negative Rate: 0.1476

7. ./imgs Overall Pixel Agreement: 0.9446 True Positive Rate: 0.7977 False Positive Rate: 0.0199 True Negative Rate: 0.9801 False Negative Rate: 0.2023

8. ./imgs Overall Pixel Agreement: 0.9420 True Positive Rate: 0.9106 False Positive Rate: 0.0273 True Negative Rate: 0.9727 False Negative Rate: 0.0894

9. ./imgs Overall Pixel Agreement: 0.9470 True Positive Rate: 0.8389 False Positive Rate: 0.0372 True Negative Rate: 0.9628 False Negative Rate: 0.1611

10. ./imgs Overall Pixel Agreement: 0.9486 True Positive Rate: 0.8960 False Positive Rate: 0.0344 True Negative Rate: 0.9656 False Negative Rate: 0.1040