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A NanoFE simulation-based surrogate machine learning model to predict mechanical functionality of protein networks from live confocal imaging

Sub-cellular mechanics plays a crucial role in a variety of biological functions and dysfunctions. Due to the strong structure-function relationship in cytoskeletal protein networks, light can be shed on their mechanical functionality by investigating their structures. Here, we present a data-driven...

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Detalles Bibliográficos
Autores principales: Asgharzadeh, Pouyan, Birkhold, Annette I., Trivedi, Zubin, Özdemir, Bugra, Reski, Ralf, Röhrle, Oliver
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Research Network of Computational and Structural Biotechnology 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7559262/
https://www.ncbi.nlm.nih.gov/pubmed/33101614
http://dx.doi.org/10.1016/j.csbj.2020.09.024