Quantitative analysis of magnetic resonance images for characterization of blood-brain barrier dysfunction in dogs with brain tumors.

Erez HanaelShelly BaruchOrit ChaiLiron LishitskyTal BlumKira RapoportMarco RuggeriZahi AizenbergDana PeeryNina MeyerhoffHolger Andreas Volk Steven DeDecker Andrea TipoldWolfgang BaumgaertnerAlon FriedmanMerav Shamir

Published in: Journal of veterinary internal medicine (2023)

Blood-brain barrier dysfunction quantification using advanced imaging analyses has the potential to be used for assessment of brain tumor characteristics and behavior and, particularly, to help differentiating gliomas from meningiomas.

Keyphrases

blood brain barrier
magnetic resonance
cerebral ischemia
oxidative stress
contrast enhanced
high resolution
high grade
optical coherence tomography
convolutional neural network
magnetic resonance imaging
human health
machine learning
computed tomography
risk assessment
brain injury