deepMc: Deep Matrix Completion for Imputation of Single-Cell RNA-seq Data
Author:
Affiliation:
1. Department of Computer Science and Engineering, IIIT Delhi, New Delhi, India.
2. Center for Computational Biology, IIIT Delhi, New Delhi, India.
3. Department of Electronics and Communications Engineering, IIIT Delhi, New Delhi, India.
Publisher
Mary Ann Liebert Inc
Subject
Computational Theory and Mathematics,Computational Mathematics,Genetics,Molecular Biology,Modelling and Simulation
Link
https://www.liebertpub.com/doi/pdf/10.1089/cmb.2019.0278
Reference38 articles.
1. Defining the three cell lineages of the human blastocyst by single-cell RNA-seq
2. The Power of Convex Relaxation: Near-Optimal Matrix Completion
3. DrImpute: imputing dropout events in single cell RNA sequencing data
4. SAVER: gene expression recovery for single-cell RNA sequencing
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