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ALAMO ÁLVAREZ , Inmaculada

Last name: ALAMO ÁLVAREZ

First name: Inmaculada

June 30, 2022 (v1)

Publication

Metadata-only

Integrating pathway knowledge with deep neural networks to reduce the dimensionality in single-cell RNA-seq data

Gundogdu, Pelin Loucera, Carlos Alamo Álvarez, Inmaculada

Background: Single-cell RNA sequencing (scRNA-seq) data provide valuable insights into cellular heterogeneity which is significantly improving the current knowledge on biology and human disease. One of the main applications of scRNA-seq data analysis is the identification of new cell types and cell states. Deep neural networks (DNNs) are among...

Uploaded on: March 25, 2023