Deep Learning-Based MR Image Reconstruction and Contrast Conversion

Deep Learning-Based MR Image Reconstruction and Contrast Conversion

Institute for Pure & Applied Mathematics (IPAM) via YouTube Direct link

Introduction

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1 of 23

Introduction

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Classroom Contents

Deep Learning-Based MR Image Reconstruction and Contrast Conversion

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  1. 1 Introduction
  2. 2 Application of Deep Learning
  3. 3 Conventional Image Reconstruction
  4. 4 Domain
  5. 5 Method
  6. 6 Math
  7. 7 Variational Network
  8. 8 Deep Cascade Network
  9. 9 K Space
  10. 10 Dual Domain Approach
  11. 11 Intermediate Results
  12. 12 Domain Transform Learning
  13. 13 Automate Concept
  14. 14 Proposed Network
  15. 15 Results
  16. 16 Parallel Imaging
  17. 17 MultiStream CNN
  18. 18 Conclusion
  19. 19 Parameter Mapping
  20. 20 Reconstruction Framework
  21. 21 Reconstruction Results
  22. 22 Contrast Conversion
  23. 23 Summary

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