The multi-stage framework identified an endothelial cell subpopulation and seven signature genes in liver cirrhosis while showing CNN-based classification outperforming standard pipelines.
EsculininhibitshepaticstellatecellactivationandCCl4-induced liver fibrosis by activating the Nrf2/GPX4 signaling pathway.Phytomedicine, 128:155465
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A multi-stage soft computing framework for complex disease modelling and decision support: A liver cirrhosis case study
The multi-stage framework identified an endothelial cell subpopulation and seven signature genes in liver cirrhosis while showing CNN-based classification outperforming standard pipelines.