Automated assessment of ischemic core on non-contrast computed tomography: a multicenter comparative analysis with CT perfusion.
Puja ShahroukiShingo KihiraElham TavakkolJoe X QiaoAchala VagalPooja KhatriMersedeh Bahr-HosseiniGeoffrey P ColbyReza JahanGary DuckwilerViktor SzederLuke LedbetterStephen CaiBanafsheh SalehiAmish H DoshiPuneet BelaniJohanna T FifiReade De LeacyJ D MoccoJeffrey L SaverDavid S LiebeskindKambiz NaelPublished in: Journal of neurointerventional surgery (2023)
Results show that ML-based estimated ischemic core volumes on NCCT are comparable to those obtained from concurrent CTP in magnitude and in degree of correlation with MR-assessed FIV.
Keyphrases
- contrast enhanced
- computed tomography
- magnetic resonance imaging
- magnetic resonance
- dual energy
- positron emission tomography
- ischemia reperfusion injury
- image quality
- deep learning
- cerebral ischemia
- machine learning
- cross sectional
- locally advanced
- oxidative stress
- clinical trial
- single cell
- brain injury
- blood brain barrier
- clinical evaluation