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Multi-omics Data Integration Model Based on UMAP Embedding and Convolutional Neural Network

INTRODUCTION: Multi-omics data integration facilitates collecting richer understanding and perceptions than separate omics data. Various promising integrative approaches have been utilized to analyze multi-omics data for biomedical applications, including disease prediction and disease subtypes, bio...

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Detalles Bibliográficos
Autores principales: ElKarami, Bashier, Alkhateeb, Abedalrhman, Qattous, Hazem, Alshomali, Lujain, Shahrrava, Behnam
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9523837/
https://www.ncbi.nlm.nih.gov/pubmed/36187912
http://dx.doi.org/10.1177/11769351221124205