Computational Image-Based Stroke Assessment for Evaluation of Cerebroprotectants with Longitudinal and Multi-Site Preclinical MRI
Cabeen R, Mandeville J, Hyder F, Sanganahalli B, Thedens D, Arbab A, Huang S, Bibic A, Tarakci E, Mihailovic J, Morais A, Lamb J, Nagarkatti K, Toga A, Lyden P, Ayata C. Computational Image-Based Stroke Assessment for Evaluation of Cerebroprotectants with Longitudinal and Multi-Site Preclinical MRI. 2023, 00: 1-5. DOI: 10.1109/isbi53787.2023.10230408.Peer-Reviewed Original ResearchMiddle cerebral artery occlusionData analytics approachManual annotationStroke assessmentRodent modelsCerebral artery occlusionData qualityCoronal MRI slicesPotential therapeutic interventionsMRI slicesNetworkAssessment NetworkOutcome quantificationInfarct volumeArtery occlusionIschemic strokeStroke outcomeBrain atrophyMidline shiftMRI dataLeading causeRodent preclinical studiesStroke expertsPreclinical studiesLesion extent