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Introduction
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Classroom Contents
GANs in Medical Image Synthesis, Translation, and Augmentation - Jason Jeong
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- 1 Introduction
- 2 Overview
- 3 GAN Architecture
- 4 Medical GANs
- 5 Classification and Segmentation
- 6 Distribution of GANs
- 7 Applications of GANs
- 8 Study
- 9 Translation Results
- 10 External Results
- 11 Numerical Results
- 12 External Data
- 13 Numerical Data
- 14 Improving Intracranial Image Detection
- 15 Data Balance Problem
- 16 Classification Method
- 17 Binary Classification
- 18 Conditional Dance Augmentation
- 19 Confusion Matrix
- 20 Epidural Cases
- 21 Mode Collapse
- 22 GAN Problems
- 23 Fenscan
- 24 Decision Boundary
- 25 Boundary Decision Guns
- 26 Questions
