Projects
Renal Health Prediction
Team
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 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).
Output | Link |
---|---|
Open Source Code & Documentation | Github |
Case Study | TBD |
Technical report | |
Algorithmic Impact Assessment | N/A |