In this course, you will learn :
- Data extraction and preprocessing from large clinical databases.
- Deep learning can be used in Electronic Health Records.
- Data encodings and imputation of electronic health records
- Clinical Decision Support Systems that are understandable, fair, and protect patients' privacy.
- Data mining of Clinical Databases - CDSS 1
- Deep learning in Electronic Health Records - CDSS 2
- Explainable deep learning models for healthcare - CDSS 3
- Clinical Decision Support Systems - CDSS 4