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.

aki
renal health
rnn
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.

Results

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

OutputLink
Open Source Code & DocumentationGithub
Case StudyTBD
Technical reportPDF
Algorithmic Impact AssessmentN/A
OverviewProjectsPlaybooksTeam
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