Methodology block diagram.
figure
posted on 2025-04-14, 20:02 authored by Sherlyn Jemimah, Ferial Abuhantash, Aamna AlShehhiAn overview of data preprocessing, model development, and interpretation is presented in the flow diagram.
History
Usage metrics
Categories
Keywords
simulated data validationshapley additive explanationsrequires early diagnosisdna damage responsealzheimer 8217shap analysis showsneuroimaging disease initiativeidentify novel biomarkersbased genetic markersmodel 8217blood genotyping datagene expression datacn ), mciidentify potential blooddisease model ),key features identifieddisease ppotential bloodbased biomarkersshap ).clinical featuresdisease statusbased diagnosticsalternative biomarkerssdc3 snpsprevious modelsneurodegenerative disorderhigher impacteffective managementclinical informationaffected regionsadni ).89 %.
Licence
Exports
RefWorksRefWorks
BibTeXBibTeX
Ref. managerRef. manager
EndnoteEndnote
DataCiteDataCite
NLMNLM
DCDC