Article

Development and validation of a diagnostic model for ischemic cardiomyopathy with Artificial Neural Network by bioinformatic analysis

2023-12-25

Abstract excerpt

<h4>Background: </h4> Ischemic cardiomyopathy(ICM) is a significant global health concern caused by high morbidity and mortality.In addition, no previous study has reported the diagnostic biomarkers in ICM. Objective The presentstudy is aimed at establishing and validating a diagnostic model for ICM with Artificial Neural Network (ANN) by screening key potential biomarkers using bioinformatic analysis. Method Th...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 50079bcf-978b-5a70-998e-1f393eed7994
DOI: 10.21203/rs.3.rs-3787156/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Development and validation of a diagnostic model for ischemic cardiomyopathy with Artificial Neural Network by bioinformatic analysisDOI 10.21203/rs.3.rs-3787156/v1Read

Identification of potential biomarkers of inflammation-related genes for ischemic cardiomyopathySemantic proximity Read

Bioinformatics Analysis and Identification of Genes and Pathways in Ischemic CardiomyopathySemantic proximity Read

Identification of potential biomarkers associated with dilated cardiomyopathy by bioinformatics analysisSemantic proximity Read

Prediction of diagnostic gene biomarkers for hypertrophic cardiomyopathy by integrated machine learningSemantic proximity Read

Development of a prognostic gene model for myocardial infarctionSemantic proximity Read

Identification of immune-related genes for the diagnosis of ischaemic heart failure based on bioinformatics and three machine learning modelsSemantic proximity Read

A risk model developed based on necroptosis to assess progression for ischemic cardiomyopathy and identify possible therapeutic drugsSemantic proximity Read

Identification of ferroptosis-related diagnostic biomarkers in ischemic cardiomyopathy AbstractSemantic proximity Read

Identification of biomarkers associated with heart failure caused by idiopathic dilated cardiomyopathy using WGCNA and machine learning algorithmsSemantic proximity Read

WITHDRAWN: A novel nomogram to predict the impact of polymorphism and plasma level of Mfn2 on risk of ischemic cardiomyopathySemantic proximity Read

Identification of Diagnostic Model in Heart Failure with Myocardial Fibrosis and Conduction Block by Integrated Gene Co-expression Network AnalysisSemantic proximity Read

Identification of hub genes in myocardial infarction by bioinformatics and machine learning: insights into inflammation and immune regulationSemantic proximity Read