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Classroom Contents
Curation and Analysis of Annotated Medical Images Across Institutions - Xiaoyuan Guo
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- 1 Introduction
- 2 Outline
- 3 Applications
- 4 Deep approaches
- 5 Data insufficiency
- 6 Shift data examples
- 7 Shift data categories
- 8 Challenges
- 9 Model Exchange
- 10 Pipeline
- 11 Representation
- 12 Architecture
- 13 Intermediate Results
- 14 Clustering
- 15 Elbow Method
- 16 Classification
- 17 Portal
- 18 Shift Data Quantification
- 19 Outlier Sensitive ContentBased Image Retrieval
- 20 Pseudolabel
- 21 Enterprise Differences
- 22 Experimental Results
- 23 Hand Example
- 24 Discussion
