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ML and Hybrid models

In this block, we will bring with us all the different models and methods that we have learned in the previous three blocks, and combine them with a new type of models – machine learning (ML) models. This will allow us to create the ultimate goal of the course: multi-level, modular, and hybrid digital twin models.

Machine learning models

Overview of Machine Learning and AI

Overview of neural networks

An introduction to auto encoders and its applications to systems biology

Hybrid modelling

Modular hierarchical and hybrid models

Digital twins in healthcare - definitions, examples, and long term vision

Sound usage of hybrid models

Sound usage of digital twins and AI

Final video going back to the zoomed out view