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 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).