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Similarity-driven multi-view embeddings from high-dimensional biomedical data

Diverse, high-dimensional modalities collected in large cohorts present new opportunities for the formulation and testing of integrative scientific hypotheses. Similarity-driven multi-view linear reconstruction (SiMLR) is an algorithm that exploits inter-modality relationships to transform large sci...

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Detalles Bibliográficos
Autores principales: Avants, Brian B., Tustison, Nicholas J., Stone, James R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8009088/
https://www.ncbi.nlm.nih.gov/pubmed/33796865
http://dx.doi.org/10.1038/s43588-021-00029-8