Skip to Content
← Back to Blended-Learning Curriculum
Course

Health Data — CDW & Data Lake

How health data is collected, structured, labelled and contextualised, and how Clinical Data Warehouses fit into the AI software lifecycle (MDR / IVDR).

  • 4 modules
  • 2h 09min
  • Target 3 hrs

Data collection, structuring & labelling

  1. Big-data databases and data warehouses: an overview of databases in France
    Paul-Antoine BEAUDOIN · 13min 24s
  2. Methodology for structuring complex healthcare information for medical experts
    Christophe CANCÉ · 15min 36s
  3. Construction of a dataset including data labelling
    Katia CHARRIÈRE · 7min 51s

Clinical Data Warehouse

  1. What data is available in a clinical data warehouse?
    Franck MOUNEY · 18min 16s
  2. An SME's journey to implement a project using data from a clinical data warehouse
    Valentine GUITON · 12min 05s

Contextualization

  1. Interactive navigation of complex and massive healthcare information for medical experts
    Christophe CANCÉ · 13min 54s
  2. Spatial contextualization of health information Planned
    Christophe CANCÉ
  3. Contextualized Medical Images
    Katia CHARRIÈRE · 6min 21s

Software AI

  1. Mastering MDR and IVDR — Part 1
    Joana REI · 22min 35s
  2. Mastering MDR and IVDR — Part 2
    Ana BRITO · 19min 23s