Hands-on Workshop 1 : Use of large-language models in clinical cardiology

Option 1: Chat with clinical data using an AI virtual assistant

Download/view the hands-on material

Option 2: Prompt engineering for clinical cases

Download/view the hands-on material

Option 3: Trustworthy Generative AI: Improving routine care through application of Retrieval-augmented generation of clinical guidelines

Instructions:

1. Open the browser and navigate to Google’s Colab, then click on the sign in button https://colab.research.google.com/

2. Login using your google account username and password

3. You will see “Open notebook” window

   • Click on github from the left tabs
   • Cancel the authorization procedure
   • Fill in the URL https://github.com/nomandormosh/esc-masterclass-2025

4. Select the desired notebook.

   • ESC_masterclass -> for heart failure ESC guidelines (English)

5. When you run your first code you will get the following warning message which you can safely ignore

   

6. Good luck!