Investigation of convolutional neural networks using multiple computed tomography perfusion maps to identify infarct core in acute ischemic stroke patients

Purpose: To assess acute ischemic stroke (AIS) severity, infarct is segmented using computed tomography perfusion (CTP) software, such as RAPID, Sphere, and Vitrea, relying on contralateral hemisphere thresholds. Since this approach is potentially patient dependent, we investigated whether convoluti...

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Detalhes bibliográficos
Publicado no:J Med Imaging (Bellingham)
Main Authors: Rava, Ryan A., Podgorsak, Alexander R., Waqas, Muhammad, Snyder, Kenneth V., Mokin, Maxim, Levy, Elad I., Davies, Jason M., Siddiqui, Adnan H., Ionita, Ciprian N.
Formato: Artigo
Idioma:Inglês
Publicado em: Society of Photo-Optical Instrumentation Engineers 2021
Assuntos:
Computer-Aided Diagnosis
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7874969/
https://ncbi.nlm.nih.gov/pubmed/33585662
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/1.JMI.8.1.014505
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