Skip to content

RMeades/Machine-learning-for-predicting-PETCT-scanning-referrals

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

13 Commits
 
 
 
 

Repository files navigation

Predicting monthly PET-CT referral rate using machine learning time-series forecasting

his project aimed to solve the problem of resource management in the provision of a PETCT scanning servic (staffing, patient appointment scheduling and scheduling planned maintenance etc).

The work investigated the Neural Prophet time series machine learning algorithm to predict the monthly rate of clinical referrals received in the Royal Free Nuclear Medicine Department for patients requiring a PETCT scan.

This work was presented at the British Nuclear Medicine Society (BNMS) Annual Meeting 2023

Awarded Certificate of Merit at conference awards.

About

A project with the aim of predicting future PETCT scanning referrals based on time-series analysis of past referrals.

Topics

Resources

Stars

Watchers

Forks