Nursing Placement Schedule Optimisation Tool

Optimisation problem developed with Imperial College Healthcare Trust to produce optimised schedules for student nurses going on placement within the trust.

optimisation
genetic algorithm
nursing

This project is an example of the AI Skunkworks team offering capability resources to produce proof-of-concepts which could be applicable to the NHS at large. The project ran from January 2022 to May 2022.

Tool User Interface prior to running

User Interface that is seen upon launching the tool

Tool User Interface during running

User Interface while the tool is running

Tool User Interface after running

User Interface after the tool has run

Results

A proof-of-concept demonstrator written in Python (machine learning model, user interface and backend)

OutputLink
Open Source Code & DocumentationGithub
Case StudyComing soon
Technical reportN/A
Algorithmic Impact AssessmentN/A
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