theislab / ehrapy

Electronic Health Record Analysis with Python.

Home Page:https://ehrapy.readthedocs.io/

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

Black Build Codecov License PyPI Python Version Read the Docs Test pre-commit

ehrapy logo

ehrapy overview

fig1

Features

  • Exploratory and targeted analysis of Electronic Health Records
  • Quality control & preprocessing
  • Visualization & Exploration
  • Clustering & trajectory inference

Installation

You can install ehrapy via [pip] from [PyPI]:

$ pip install ehrapy

Usage

Please have a look at the Usage documentation and the tutorials.

import ehrapy as ep

Citation

Heumos, L., Ehmele, P., Treis, T. et al. An open-source framework for end-to-end analysis of electronic health record data. Nat Med (2024). https://doi.org/10.1038/s41591-024-03214-0.

About

Electronic Health Record Analysis with Python.

https://ehrapy.readthedocs.io/

License:Apache License 2.0


Languages

Language:Python 99.0%Language:Jupyter Notebook 1.0%