Automated analysis of high-content microscopy data with deep learning.

Kraus, Oren Z; Grys, Ben T; Ba, Jimmy; Chong, Yolanda; Frey, Brendan J; Boone, Charles; Andrews, Brenda J

Kraus, Oren Z; Grys, Ben T; Ba, Jimmy; Chong, Yolanda; Frey, Brendan J; Boone, Charles; Andrews, Brenda J.

Afiliación

Kraus OZ; Department of Electrical and Computer Engineering, University of Toronto, Toronto, ON, Canada.
Grys BT; Donnelly Centre for Cellular and Biomolecular Research, University of Toronto, Toronto, ON, Canada.
Ba J; Donnelly Centre for Cellular and Biomolecular Research, University of Toronto, Toronto, ON, Canada.
Chong Y; Department of Molecular Genetics, University of Toronto, Toronto, ON, Canada.
Frey BJ; Department of Electrical and Computer Engineering, University of Toronto, Toronto, ON, Canada.
Boone C; Cellular Pharmacology, Discovery Sciences, Janssen Pharmaceutical Companies, Johnson & Johnson, Beerse, Belgium.
Andrews BJ; Department of Electrical and Computer Engineering, University of Toronto, Toronto, ON, Canada.

Mol Syst Biol ; 13(4): 924, 2017 04 18.

Article en En | MEDLINE | ID: mdl-28420678

Asunto(s)

Proteínas de Saccharomyces cerevisiae/metabolismo; Saccharomyces cerevisiae/ultraestructura; Biología de Sistemas/métodos; Aprendizaje Automático; Microscopía; Redes Neurales de la Computación; Saccharomyces cerevisiae/metabolismo

Palabras clave

Saccharomyces cerevisiae; deep learning; highcontent screening; image analysis; machine learning

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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Saccharomyces cerevisiae / Proteínas de Saccharomyces cerevisiae / Biología de Sistemas Idioma: En Revista: Mol Syst Biol Asunto de la revista: BIOLOGIA MOLECULAR / BIOTECNOLOGIA Año: 2017 Tipo del documento: Article País de afiliación: Canadá

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