MultiMAP: dimensionality reduction and integration of multimodal data

Multimodal data is rapidly growing in many fields of science and engineering, including single-cell biology. We introduce MultiMAP, a novel algorithm for dimensionality reduction and integration. MultiMAP can integrate any number of datasets, leverages features not present in all datasets, is not re...

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Detalles Bibliográficos
Autores principales: Jain, Mika Sarkin, Polanski, Krzysztof, Conde, Cecilia Dominguez, Chen, Xi, Park, Jongeun, Mamanova, Lira, Knights, Andrew, Botting, Rachel A., Stephenson, Emily, Haniffa, Muzlifah, Lamacraft, Austen, Efremova, Mirjana, Teichmann, Sarah A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Method
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8686224/
https://www.ncbi.nlm.nih.gov/pubmed/34930412
http://dx.doi.org/10.1186/s13059-021-02565-y

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