Convolutional Neural Networks to Assess Steno-Occlusive Disease Using Cerebrovascular Reactivity.

Dasari, Yashesh; Duffin, James; Sayin, Ece Su; Levine, Harrison T; Poublanc, Julien; Para, Andrea E; Mikulis, David J; Fisher, Joseph A; Sobczyk, Olivia; Khamesee, Mir Behrad

Dasari, Yashesh; Duffin, James; Sayin, Ece Su; Levine, Harrison T; Poublanc, Julien; Para, Andrea E; Mikulis, David J; Fisher, Joseph A; Sobczyk, Olivia; Khamesee, Mir Behrad.

Afiliación

Dasari Y; Department of Mechanical and Mechatronics Engineering, University of Waterloo, Waterloo, ON N2L 3G1, Canada.
Duffin J; Department of Physiology, University of Toronto, Toronto, ON M5S 1A8, Canada.
Sayin ES; Department of Anesthesia and Pain Management, University Health Network, Toronto, ON M5G 2C4, Canada.
Levine HT; Department of Physiology, University of Toronto, Toronto, ON M5S 1A8, Canada.
Poublanc J; Department of Anesthesia and Pain Management, University Health Network, Toronto, ON M5G 2C4, Canada.
Para AE; Department of Physiology, University of Toronto, Toronto, ON M5S 1A8, Canada.
Mikulis DJ; Department of Anesthesia and Pain Management, University Health Network, Toronto, ON M5G 2C4, Canada.
Fisher JA; Joint Department of Medical Imaging and the Functional Neuroimaging Laboratory, University Health Network, Toronto, ON M5G 2C4, Canada.
Sobczyk O; Joint Department of Medical Imaging and the Functional Neuroimaging Laboratory, University Health Network, Toronto, ON M5G 2C4, Canada.
Khamesee MB; Joint Department of Medical Imaging and the Functional Neuroimaging Laboratory, University Health Network, Toronto, ON M5G 2C4, Canada.

Healthcare (Basel) ; 11(16)2023 Aug 08.

Article en En | MEDLINE | ID: mdl-37628429

Palabras clave

blood oxygenation level-dependent magnetic resonance imaging (BOLD-MRI); cerebrovascular reactivity (CVR); convolutional neural networks (CNNs); deep learning; medical image analysis; steno-occlusive disease (SOD)

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Tipo de estudio: Prognostic_studies / Screening_studies Idioma: En Revista: Healthcare (Basel) Año: 2023 Tipo del documento: Article País de afiliación: Canadá Pais de publicación: Suiza

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