Machine learning approach for discrimination of genotypes based on bright-field cellular images

Morphological profiling is a combination of established optical microscopes and cutting-edge machine vision technologies, which stacks up successful applications in high-throughput phenotyping. One major question is how much information can be extracted from an image to identify genetic differences...

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Detalles Bibliográficos
Autores principales: Suzuki, Godai, Saito, Yutaka, Seki, Motoaki, Evans-Yamamoto, Daniel, Negishi, Mikiko, Kakoi, Kentaro, Kawai, Hiroki, Landry, Christian R., Yachie, Nozomu, Mitsuyama, Toutai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8295336/
https://www.ncbi.nlm.nih.gov/pubmed/34290253
http://dx.doi.org/10.1038/s41540-021-00190-w

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8295336/
https://www.ncbi.nlm.nih.gov/pubmed/34290253
http://dx.doi.org/10.1038/s41540-021-00190-w

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