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Machine learning traction force maps of cell monolayers

Cellular force transmission across a hierarchy of molecular switchers is central to mechanobiological responses. However, current cellular force microscopies suffer from low throughput and resolution. Here we introduce and train a generative adversarial network (GAN) to paint out traction force maps...

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Detalles Bibliográficos
Autores principales: Li, Changhao, Feng, Luyi, Park, Yang Jeong, Yang, Jian, Li, Ju, Zhang, Sulin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cornell University 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10153286/
https://www.ncbi.nlm.nih.gov/pubmed/37131887