MEDS ML4H 2025 Tutorial
Building a model with MEDS: from the key design principles through data extraction, task definition, and model building.
This page hosts the complete form of the notebooks explored interactively at the MEDS ML4H 2025 Tutorial.
Getting Familiar with MEDS
Before we start building datasets and models using the MEDS ecosystem, we need to understand what the MEDS
Converting to MEDS
In this tutorial, we'll extract a dataset in MEDS format for downstream use. See below for the jupyter
Extracting a Prediction Task
To easily extract prediction tasks from MEDS Data, we will use the
Build a (Tabular Baseline) Model over MEDS data
In this tutorial, we'll use the dataset we extracted previously and build a neural network model to predict
Build a (Neural Network) Model over MEDS data
In this tutorial, we'll use the dataset we extracted previously and build a neural network model to predict
Tutorial Presenters
Additional Tutorial Notebook Authors
Other Contributors
(Ordered alphabetically by last name)
