Fully automated detection and segmentation of meningiomas using deep learning on routine multiparametric MRI.

Kai Roman LaukampFrank ThieleGeorgy ShakirinDavid ZopfsAndrea FaymonvilleMarco TimmerDavid MaintzMichael PerkuhnJan Borggrefe

Published in: European radiology (2018)

• Deep learning allows for accurate meningioma detection and segmentation • Deep learning helps clinicians to assess patients with meningiomas • Meningioma monitoring and treatment planning can be improved.

Keyphrases

deep learning
convolutional neural network
artificial intelligence
machine learning
loop mediated isothermal amplification
real time pcr
label free
magnetic resonance imaging
optic nerve
palliative care
contrast enhanced
high resolution
clinical practice
computed tomography