Building a Machine Learning tool to predict Did Not Attend (DNA) events

Machine Learning
Streamlit
NHS 10-year big bet: AI to drive productivity
Author
Affiliation

Barney Rumbold

Blackpool Teaching Hospitals NHS Foundation Trust

This project is developing a machine learning-based tool that looks at the likelihood outpatient Did Not Attend (DNA) incidences across different services/demographics.

The tool could hopefully be shared with providers to provide guidance on how to reduce DNAs.

Note10-year plan Alignment

“NHS 10-year big bet: AI to drive productivity”: building a machine learning tool to predict outpatient non-attendance likelihood across services and demographics, supporting providers to reduce wasted clinical capacity.