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Introduction
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Classroom Contents
Learning the Structure of EHR with Graph Convolutional Transformer - Edward Choi
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- 1 Introduction
- 2 What is EHR
- 3 Case Study
- 4 Structure of EHR
- 5 Hierarchical representation
- 6 Comparison
- 7 Regularization
- 8 Visit Complexity
- 9 Diagnosis Code Prediction
- 10 Selfattention mechanism
- 11 QKB operation
- 12 Learning the graphical structure
- 13 Learning meaningful structures
- 14 Qualitative examples
- 15 Conclusion
