Article

Deep Lineage: Single-Cell Lineage Tracing and Fate Inference Using Deep Learning

2024-04-26

Abstract excerpt

Recent advances in single-cell RNA-sequencing and lineage tracing techniques have provided valuable insights into the temporal changes in gene expression during development, tumour progression, and disease onset. However, there are few computational methods available to analyze this information to help understand multicellular dynamics. We introduce Deep Lineage, a novel deep-learning method for analyzing time-ser...

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Literature Corpus work: 840c289d-c6e4-5bd1-8802-86a1e9b4ce50
DOI: 10.1101/2024.04.25.591126

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