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CellGO: A novel deep learning-based framework and webserver for cell type-specific gene function interpretation

2023-08-05

Abstract excerpt

Interpreting the function of genes and gene sets identified from omics experiments remains a challenge, as current pathway analysis tools often fail to account for complex interactions across genes and pathways under specific tissues and cell types. We introduce CellGO, a tool for cell type-specific gene functional analysis. CellGO employs a deep learning model to simulate signaling propagation within a cell, enab...

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Literature Corpus work
63faed00-b244-58d6-b49f-617ce44c9c19
DOI
10.1101/2023.08.02.551654
Open publication

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CellGO: A novel deep learning-based framework and webserver for cell type-specific gene function interpretationDOI 10.1101/2023.08.02.551654
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