Article
InClust+: the deep generative framework with mask modules for multimodal data integration, imputation, and cross-modal generation.
BMC bioinformatics - 24 Jan 2024
Wang Lifei, Nie Rui, Miao Xuexia, Cai Yankai, Wang Anqi, Zhang Hanwen, Zhang Jiang, Cai Jun
Abstract excerpt
BACKGROUND: With the development of single-cell technology, many cell traits can be measured. Furthermore, the multi-omics profiling technology could jointly measure two or more traits in a single cell simultaneously. In order to process the various data accumulated rapidly, computational methods for multimodal data integration are needed. RESULTS: Here, we present inClust+, a deep generative framework for the...
Read the complete abstract on PubMedTopics
Share this publication in a Topic to start or enrich a Post.