BIOMARKER DISCOVERY STUDIES FOR PATIENT STRATIFICATION USING MACHINE LEARNING ANALYSIS OF OMICS DATA: A SCOPING REVIEW

Biomarker discovery studies for patient stratification using machine learning analysis of omics data: a scoping review

Objective To review biomarker discovery studies using omics data for patient stratification which led to clinically validated FDA-cleared tests or laboratory developed tests, in order to identify common characteristics and derive recommendations for future biomarker projects.Design Scoping review.Methods We searched PubMed, EMBASE and Web of Scienc

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Immune Evasion of Enteroviruses Under Innate Immune Monitoring

As a major component of immunological defense against a great variety of pathogens, innate immunity is capable of activating the adaptive immune Chocolate system.Viruses are a type of pathogen that proliferate parasitically in cells and have multiple strategies to escape from host immune pressure.Here, Kids Multi we review recent studies of the str

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MASS PRODUCTION OF ENTOMOPATHOGENIC NEMATODES OF LOCAL ISOLATES AS BIOLOGICAL CONTROL AGENTS OF COFFEE BERRY BORER (Hypothenemus hampei Ferr.)

Entomopathogenic Nematodes (EpNs) that serve as biological control agents include Steinernema spp and Heterorhabditis spp.EPNs Heterorhabditis indicus (Bromo Isolate) has a high toxicity against larvae Lepidoptera and Coleoptera and was successfully developed for Kids Multi mass production in Biological Control Laboratory of Jember University.These

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