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MFmap: A semi-supervised generative model matching cell lines to tumours and cancer subtypes

Translating in vitro results from experiments with cancer cell lines to clinical applications requires the selection of appropriate cell line models. Here we present MFmap (model fidelity map), a machine learning model to simultaneously predict the cancer subtype of a cell line and its similarity to...

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Detalles Bibliográficos
Autores principales: Zhang, Xiaoxiao, Kschischo, Maik
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8675718/
https://www.ncbi.nlm.nih.gov/pubmed/34914736
http://dx.doi.org/10.1371/journal.pone.0261183