Renal Health Prediction

Identifying acute kidney injury (AKI) patients at higher risk of requiring ITU, needing renal support (dialysis), or likely to have a higher potential for mortality.

renal health
deep learning
time series
neural networks

Renal Health Prediction diagram

Renal Health Predition was selected as a project in Spring 2022 following a succesful pitch to the AI Skunkworks problem-sourcing programme.


A proof-of-concept demonstrator written in Python (machine learning models, command line interface (CLI), Jupyter Notebooks).

Open Source Code & DocumentationGithub
Technical reportPDF
Pre-print (MedRxiv)PDF
© Copyright 2021-2023 NHS AI Lab
All content is available under the Open Government Licence v3.0, except where otherwise stated.