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scEvoNet: a gradient boosting-based method for prediction of cell state evolution

BACKGROUND: Exploring the function or the developmental history of cells in various organisms provides insights into a given cell type's core molecular characteristics and putative evolutionary mechanisms. Numerous computational methods now exist for analyzing single-cell data and identifying c...

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Detalles Bibliográficos
Autores principales: Kotov, Aleksandr, Zinovyev, Andrei, Monsoro-Burq, Anne-Helene
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9990205/
https://www.ncbi.nlm.nih.gov/pubmed/36879200
http://dx.doi.org/10.1186/s12859-023-05213-3