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Tracking cell lineages in 3D by incremental deep learning

Deep learning is emerging as a powerful approach for bioimage analysis. Its use in cell tracking is limited by the scarcity of annotated data for the training of deep-learning models. Moreover, annotation, training, prediction, and proofreading currently lack a unified user interface. We present ELE...

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Detalles Bibliográficos
Autores principales: Sugawara, Ko, Çevrim, Çağrı, Averof, Michalis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8741210/
https://www.ncbi.nlm.nih.gov/pubmed/34989675
http://dx.doi.org/10.7554/eLife.69380