A LAMINAR AUGMENTED CASCADING FLEXIBLE NEURAL FOREST MODEL FOR CLASSIFICATION OF CANCER SUBTYPES BASED ON GENE EXPRESSION DATA

A laminar augmented cascading flexible neural forest model for classification of cancer subtypes based on gene expression data

Abstract Background Correctly classifying the subtypes of cancer is of great significance for the in-depth study of cancer pathogenesis and the realization of personalized treatment for cancer patients.In recent years, classification of cancer subtypes using deep neural networks and gene expression data has gradually become a research hotspot.Howev

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Chronopharmacology of immune-related diseases

Clock genes, circadian pacemaker resides in the paired suprachiasmatic nuclei (SCN), control various circadian rhythms in many biological processes such as physiology and behavior.Clock gene regulates many diseases such as cancer, immunological dysfunction, metabolic syndrome and sleep disorders etc.Chronotherapy is especially relevant, when the ri

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