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Machine learning and computer vision approaches for phenotypic profiling

With recent advances in high-throughput, automated microscopy, there has been an increased demand for effective computational strategies to analyze large-scale, image-based data. To this end, computer vision approaches have been applied to cell segmentation and feature extraction, whereas machine-le...

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Detalles Bibliográficos
Autores principales: Grys, Ben T., Lo, Dara S., Sahin, Nil, Kraus, Oren Z., Morris, Quaid, Boone, Charles, Andrews, Brenda J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Rockefeller University Press 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5223612/
https://www.ncbi.nlm.nih.gov/pubmed/27940887
http://dx.doi.org/10.1083/jcb.201610026