Probability-based algorithm using ultrasound and additional tests for suspected GCA in a fast-track clinic.

Alwin Sebastian Alessandro TomelleriAbdul KayaniDiana Prieto-PenaChavini RanasingheBhaskar Dasgupta

Published in: RMD open (2021)

The Southend PTPS successfully stratifies fast-track clinic referrals and excludes mimics. The algorithm interprets US in context, clarifies a diagnostic approach and identifies uncertainty, need for re-evaluation and alternative tests. Test performance of US is significantly enhanced with PTPS.

Keyphrases

machine learning
deep learning
primary care
magnetic resonance imaging
neural network
pulmonary embolism
computed tomography
contrast enhanced ultrasound