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Software for segmenting and quantifying calcium signals using multi-scale generative adversarial networks

Cellular calcium fluorescence imaging utilized to study cellular behaviors typically results in large datasets and a profound need for standardized and accurate analysis methods. Here, we describe open-source software (4SM) to overcome these limitations using an automated machine learning pipeline f...

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Detalles Bibliográficos
Autores principales: Moghnieh, Hussein, Kamran, Sharif Amit, Hossain, Khondker Fariha, Kuol, Nyanbol, Riar, Sarah, Bartlett, Allison, Tavakkoli, Alireza, Baker, Salah A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9674926/
https://www.ncbi.nlm.nih.gov/pubmed/36595928
http://dx.doi.org/10.1016/j.xpro.2022.101852