Παρουσίαση/Προβολή
Επιστήμη Δεδομένων Υγείας ΙΙΙ
(MED2204) - Σπύρος Δεναξάς, Spiros Denaxas, Arturo-Gonzalez Izquierdo, Ana Torralbo, Natalie Fitzpatrick
Περιγραφή Μαθήματος
Introduction to electronic health records and health data science.
Ημερομηνία δημιουργίας
Παρασκευή 12 Ιανουαρίου 2024
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Course Objectives/Goals
By the end of the module, students will be able to understand, describe, and implement:
- Basic principles of precision medicine
- Main types of electronic health records (EHR) and modern data sources
- Medical ontologies and classification systems
- Principles of safe and secure data access, information governance
- Create and evaluate phenotyping algorithms
- Data manipulation of electronic health data using Python incl. basic quality control and transformation approaches
- Epidemiological study designs in EHR data
- Basic concepts of machine learning and AI in healthcare