Bed allocation

Machine learning to effectively aid bed management in Kettering General Hospital.

bed management
bayesian forecasting
monte carlo tree search
greedy allocation

Bed allocation screenshot

Bed allocation was identified as a suitable opportunity for the AI Skunkworks programme in May 2021.

Results

A proof-of-concept demonstrator written in Python (backend, virtual hospital, models) and HTML/CSS/JavaScript (frontend).

OutputLink
Open Source Code & DocumentationGithub
Case StudyCase Study
Technical reportPDF
Algorithmic Impact AssessmentN/A
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