Tutorials

The easiest way to get familiar with ehrapy is to follow along with our tutorials. Many are also designed to work seamlessly in Binder, a free cloud computing platform.

Note

For questions about the usage of ehrapy use the zulip forum.

Quick start

Introduction to ehrapy

MIMIC-II IAC Introduction

MIMIC-II IAC Patient Trajectory and Fate

MIMIC-II IAC Survival Analysis

MIMIC-II Treatment Effect Estimation with ehrapy

MIMIC-II IAC Causal Inference

Using ehrapy with machine learning

Ontology mapping

FHIR data

Cohort Tracking

Detection and mitigating bias in EHR data

Larger than memory datasets

Patient Trajectory in COVID-19

Longitudinal Data Analysis: SAITS on the PhysioNet Challenge Dataset