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Machine learning based lineage tree reconstruction improved with knowledge of higher level relationships between cells and genomic barcodes

Tracking cells as they divide and progress through differentiation is a fundamental step in understanding many biological processes, such as the development of organisms and progression of diseases. In this study, we investigate a machine learning approach to reconstruct lineage trees in experimenta...

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Detalles Bibliográficos
Autores principales: Prusokiene, Alisa, Prusokas, Augustinas, Retkute, Renata
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10440785/
https://www.ncbi.nlm.nih.gov/pubmed/37608801
http://dx.doi.org/10.1093/nargab/lqad077