Schema: metric learning enables interpretable synthesis of heterogeneous single-cell modalities

Abstract A complete understanding of biological processes requires synthesizing information across heterogeneous modalities, such as age, disease status, or gene expression. Technological advances in single-cell profiling have enabled researchers to assay multiple modalities simultaneously. We prese...

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Bibliographic Details
Main Authors: Rohit Singh, Brian L. Hie, Ashwin Narayan, Bonnie Berger
Format: Article
Language:English
Published: BMC 2021-05-01
Series:Genome Biology
Online Access:https://doi.org/10.1186/s13059-021-02313-2