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Predicting the future direction of cell movement with convolutional neural networks

Image-based deep learning systems, such as convolutional neural networks (CNNs), have recently been applied to cell classification, producing impressive results; however, application of CNNs has been confined to classification of the current cell state from the image. Here, we focused on cell moveme...

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Detalles Bibliográficos
Autores principales: Nishimoto, Shori, Tokuoka, Yuta, Yamada, Takahiro G., Hiroi, Noriko F., Funahashi, Akira
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6726366/
https://www.ncbi.nlm.nih.gov/pubmed/31483827
http://dx.doi.org/10.1371/journal.pone.0221245