Hyperspectral Imaging during Normothermic Machine Perfusion-A Functional Classification of Ex Vivo Kidneys Based on Convolutional Neural Networks.

Sommer, Florian; Sun, Bingrui; Fischer, Julian; Goldammer, Miriam; Thiele, Christine; Malberg, Hagen; Markgraf, Wenke

Sommer, Florian; Sun, Bingrui; Fischer, Julian; Goldammer, Miriam; Thiele, Christine; Malberg, Hagen; Markgraf, Wenke.

Afiliación

Sommer F; Institute of Biomedical Engineering, Technische Universität Dresden, 01307 Dresden, Germany.
Sun B; Institute of Biomedical Engineering, Technische Universität Dresden, 01307 Dresden, Germany.
Fischer J; Institute of Biomedical Engineering, Technische Universität Dresden, 01307 Dresden, Germany.
Goldammer M; Institute of Biomedical Engineering, Technische Universität Dresden, 01307 Dresden, Germany.
Thiele C; Institute of Biomedical Engineering, Technische Universität Dresden, 01307 Dresden, Germany.
Malberg H; Institute of Biomedical Engineering, Technische Universität Dresden, 01307 Dresden, Germany.
Markgraf W; Institute of Biomedical Engineering, Technische Universität Dresden, 01307 Dresden, Germany.

Biomedicines ; 10(2)2022 Feb 07.

Article en En | MEDLINE | ID: mdl-35203605

Palabras clave

biomedical optical imaging; classification; convolutional neural network; function assessment; hyperspectral imaging; kidney; machine learning; normothermic machine perfusion; organ preservation; residual neural network

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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Tipo de estudio: Prognostic_studies Idioma: En Revista: Biomedicines Año: 2022 Tipo del documento: Article País de afiliación: Alemania

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