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Long Stayer Risk Stratification
Machine learning using historical data from Gloucestershire Hospitals NHS Foundation Trust to predict how long a patient will stay in hospital upon admission.
LoS
length of stay
neural network
risk model
As the successful candidate from the AI Skunkworks problem-sourcing programme, Long Stayer Risk Stratification was first picked as a pilot project for the AI Skunkworks team in April 2021.
Results
A proof-of-concept demonstrator written in Python (machine learning model and backend), and HTML/CSS/JavaScript (frontend).
| Output | Link |
|---|---|
| Open Source Code & Documentation | Github |
| Case Study | Case Study |
| Technical report | On request: ai-skunkworks@nhsx.nhs.uk |