Applying machine learning classifiers to automate quality assessment of paediatric dynamic susceptibility contrast (DSC-) MRI data.

Stephen J PowellStephanie B WitheyYu SunJames T GristJan NovakLesley MacPhersonLaurence AbernethyBarry PizerRichard GrundyPaul S MorganTim JaspanSimon BaileyDipayan MitraDorothee P AuerShivaram AvulaTheodoros N ArvanitisAndrew C Peet

Published in: The British journal of radiology (2023)

A new automated quality control method was developed, which trained machine learning classifiers using QR results.

Keyphrases

machine learning
quality control
big data
contrast enhanced
artificial intelligence
deep learning
magnetic resonance imaging
magnetic resonance
emergency department
intensive care unit
electronic health record
high throughput