Wrinkle force microscopy: a machine learning based approach to predict cell mechanics from images

Combining experiments with artificial intelligence algorithms, we propose a machine learning based approach called wrinkle force microscopy (WFM) to extract the cellular force distributions from the microscope images. The full process can be divided into three steps. First, we culture the cells on a...

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Detalles Bibliográficos
Autores principales: Li, Honghan, Matsunaga, Daiki, Matsui, Tsubasa S., Aosaki, Hiroki, Kinoshita, Genki, Inoue, Koki, Doostmohammadi, Amin, Deguchi, Shinji
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9010416/
https://www.ncbi.nlm.nih.gov/pubmed/35422083
http://dx.doi.org/10.1038/s42003-022-03288-x

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9010416/
https://www.ncbi.nlm.nih.gov/pubmed/35422083
http://dx.doi.org/10.1038/s42003-022-03288-x

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