Segmentation and Quantification of Breast Arterial Calcifications - Xiaoyuan Guo

Segmentation and Quantification of Breast Arterial Calcifications - Xiaoyuan Guo

Stanford MedAI via YouTube Direct link

Introduction

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1 of 18

Introduction

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Classroom Contents

Segmentation and Quantification of Breast Arterial Calcifications - Xiaoyuan Guo

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  1. 1 Introduction
  2. 2 What is a mammogram
  3. 3 Challenges
  4. 4 Goals
  5. 5 Annotations
  6. 6 Segmentation
  7. 7 Patchwise Segmentation
  8. 8 Results
  9. 9 Semantic Segmentation
  10. 10 Dilated Convolution
  11. 11 Comparison
  12. 12 Patchwork Results
  13. 13 Quantification
  14. 14 Accuracy
  15. 15 BC Quantification
  16. 16 Evaluation
  17. 17 Conclusion
  18. 18 Question for Sophie

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