To improve healthcare in an innovative way, LUMC has developed several Machine Learning models. In addition to development, the goal was to implement these models to contribute to better and more efficient care. By setting up the infrastructure, these models have been implemented in practice, and the results are displayed in a user-friendly application, making the impact of the models tangible in everyday healthcare practice.