Please ensure Javascript is enabled for purposes of website accessibility

Παρουσίαση/Προβολή

Εικόνα επιλογής

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

  • 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