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Calcium Spark Detection and Event-Based Classification of Single Cardiomyocyte Using Deep Learning

Ca(2+) sparks are the elementary Ca(2+) release events in cardiomyocytes, altered properties of which lead to impaired Ca(2+) handling and finally contribute to cardiac pathology under various diseases. Despite increasing use of machine-learning algorithms in deciphering the content of biological an...

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Detalles Bibliográficos
Autores principales: Yang, Shengqi, Li, Ran, Chen, Jiliang, Li, Zhen, Huang, Zhangqin, Xie, Wenjun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8607692/
https://www.ncbi.nlm.nih.gov/pubmed/34819876
http://dx.doi.org/10.3389/fphys.2021.770051