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Unsupervised neural network for single cell Multi-omics INTegration (UMINT): an application to health and disease

Multi-omics studies have enabled us to understand the mechanistic drivers behind complex disease states and progressions, thereby providing novel and actionable biological insights into health status. However, integrating data from multiple modalities is challenging due to high dimensionality and di...

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Detalles Bibliográficos
Autores principales: Maitra, Chayan, Seal, Dibyendu B., Das, Vivek, De, Rajat K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10244650/
https://www.ncbi.nlm.nih.gov/pubmed/37293552
http://dx.doi.org/10.3389/fmolb.2023.1184748