Automated Cardiac Chamber Size and Cardiac Physiology Measurement in Water Fleas by U-Net and Mask RCNN Convolutional Networks.

Saputra, Ferry; Farhan, Ali; Suryanto, Michael Edbert; Kurnia, Kevin Adi; Chen, Kelvin H-C; Vasquez, Ross D; Roldan, Marri Jmelou M; Huang, Jong-Chin; Lin, Yih-Kai; Hsiao, Chung-Der

Saputra, Ferry; Farhan, Ali; Suryanto, Michael Edbert; Kurnia, Kevin Adi; Chen, Kelvin H-C; Vasquez, Ross D; Roldan, Marri Jmelou M; Huang, Jong-Chin; Lin, Yih-Kai; Hsiao, Chung-Der.

Afiliación

Saputra F; Department of Chemistry, Chung Yuan Christian University, Taoyuan 320314, Taiwan.
Farhan A; Department of Bioscience Technology, Chung Yuan Christian University, Taoyuan 320314, Taiwan.
Suryanto ME; Department of Chemistry, Chung Yuan Christian University, Taoyuan 320314, Taiwan.
Kurnia KA; Department of Bioscience Technology, Chung Yuan Christian University, Taoyuan 320314, Taiwan.
Chen KH; Department of Chemistry, Chung Yuan Christian University, Taoyuan 320314, Taiwan.
Vasquez RD; Department of Bioscience Technology, Chung Yuan Christian University, Taoyuan 320314, Taiwan.
Roldan MJM; Department of Chemistry, Chung Yuan Christian University, Taoyuan 320314, Taiwan.
Huang JC; Department of Bioscience Technology, Chung Yuan Christian University, Taoyuan 320314, Taiwan.
Lin YK; Department of Applied Chemistry, National Pingtung University, Pingtung 90003, Taiwan.
Hsiao CD; Department of Pharmacy, Research Center for Natural and Applied Sciences, University of Santo Tomas, Manila 1008, Philippines.

Animals (Basel) ; 12(13)2022 Jun 29.

Article en En | MEDLINE | ID: mdl-35804569

Palabras clave

Mask RCNN; U-Net; cardiac physiology; deep learning; water flea

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Tipo de estudio: Clinical_trials / Prognostic_studies Idioma: En Revista: Animals (Basel) Año: 2022 Tipo del documento: Article País de afiliación: Taiwán Pais de publicación: Suiza

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