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Machine learning-based segmentation of ischemic penumbra by using diffusion tensor metrics in a rat model

BACKGROUND: Recent trials have shown promise in intra-arterial thrombectomy after the first 6–24 h of stroke onset. Quick and precise identification of the salvageable tissue is essential for successful stroke management. In this study, we examined the feasibility of machine learning (ML) approaches...

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Detalles Bibliográficos
Autores principales: Kuo, Duen-Pang, Kuo, Po-Chih, Chen, Yung-Chieh, Kao, Yu-Chieh Jill, Lee, Ching-Yen, Chung, Hsiao-Wen, Chen, Cheng-Yu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7362663/
https://www.ncbi.nlm.nih.gov/pubmed/32664906
http://dx.doi.org/10.1186/s12929-020-00672-9