Biosensors & bioelectronicsSingle-Cell AnalysisHumansMembrane ProteinsBiosensing TechniquesMachine Learning
Simultaneously extracts and integrates cell morphology and cell surface protein expression for multimodal single-cell analysis.
Liang Luan, Lingzhi Ye, Wentao Wang, Ao Sun, Chuming Zhang, Xiao Tian, Yang Zhang, Xiangmeng Qu, Yunhui Li
Published: 202610.1016/j.bios.2025.118218
Abstract
Single-cell multimodal analysis based on machine learning integrates data from multiple modalities such as cell morphological features, gene expression, proteomics, and metabolomics and observes single cells from multiple dimensions. This multi-dimen…
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