Projects
Bed allocationAI DictionarySynthetic DataNursing Placement Schedule OptimisationLong Stayer Risk Stratification baselineAmbulance Handover Delay PredictorParkinson's Disease Pathology PredictionRenal Health PredictionAdrenal Lesions DetectionOpen SafelyNWASNegligence Claims PredictionRecruitment ShortlistingAutomating Clinical coding
Case Study Archive
Team
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 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).
Output | Link |
---|---|
Open Source Code & Documentation | Github |
Case Study | Case Study |
Technical report |