35017168Lee AM, Hu J, Xu Y, Abraham AG, Xiao R, Coresh J, Rebholz C, Chen J, Rhee EP, Feldman HI, Ramachandran VS, Kimmel PL, Warady BA, Furth SL, Denburg MRJournal of the American Society of Nephrology : JASNMachine Learning; Metabolome; Metabolomics; Renal Insufficiency, ChronicAdolescent; Child; Child, Preschool; Cohort Studies; Female; Glomerulosclerosis, Focal Segmental; Humans; Infant; Kidney; Logistic Models; Male; Metabolic Networks and Pathways; Prospective Studies; Support Vector MachineLee AM, Hu J, Xu Y, Abraham AG, Xiao R, Coresh J, Rebholz C, Chen J, Rhee EP, Feldman HI, Ramachandran VS, Kimmel PL, Warady BA, Furth SL, Denburg MR. Using Machine Learning to Identify Metabolomic Signatures of Pediatric Chronic Kidney Disease Etiology. J Am Soc Nephrol. 2022 02; 33(2):375-386.J Am Soc Nephrol2022-01-11T00:00:002022Using Machine Learning to Identify Metabolomic Signatures of Pediatric Chronic Kidney Disease Etiology.cmhprofilesont:personsuffixperson suffixprns:fullNamefull nameprns:hasAuthorListauthor listprns:hasNetworkhas networkprns:hasPublicationVenuepublished inprns:hasSubjectAreaMajorTopicListhas major subject area listprns:hasSubjectAreaMinorTopicListhas minor subject area listprns:informationResourceReferenceinformation resource referenceprns:isPrimaryPositionis primary positionprns:latitudelatitudeprns:longitudelongitudeprns:mainImagephotoprns:maxWeightmaximum weightprns:medlineTAjournal title abbreviationprns:meshDescriptorUIMeSH DescriptorUIprns:meshSemanticGroupNameMeSH semantic group nameprns:minWeightminimum weightprns:numberOfAuthorsnumber of authorsprns:numberOfConnectionsnumber of connectionsprns:numberOfPublicationsnumber of publicationsprns:personIdPerson IDprns:personInPrimaryPositionperson in primary positionprns:positionInDepartmentposition in departmentprns:positionInDivisionposition in divisionprns:predicateNodepredicate nodeprns:publicationDatepublication dateprns:sortOrdersort orderprns:uniquenessWeightuniqueness weightprns:yearyearAcademic ArticleArticleDocumentbibo:pmidPubMed Identifiervivo:authorRankauthor rank in publicationAuthorshipDepartmentDivisionvivo:hasSubjectAreahas subject areavivo:hrJobTitleHR job titleInformation Resourcevivo:informationResourceInAuthorshipauthorsvivo:linkedAuthorlinked authorvivo:linkedInformationResourcelinked information resourcePositionvivo:positionInOrganizationposition in organizationvivo:preferredTitlepreferred titlerdf:predicatepredicaterdf:typetyperdfs:labellabelConceptAgentfoaf:firstNamefirst namefoaf:lastNamelast nameOrganizationPersonD007668Anatomy21960.938897KidneyD008297Physiology11633280.54802MaleD011446Concepts & IdeasProcedures725220.854676Prospective StudiesD015331Concepts & IdeasProcedures622740.918536Cohort StudiesD016015Concepts & IdeasProcedures36930.972867Logistic ModelsMDBradleyWaradyBradley A. Warady0.000000000000000.0000000000000063Warady, BradleyDirector, Division of Pediatric Nephrology D051436Disorders31840.813764Renal Insufficiency, ChronicD053858Physiology7110.995152Metabolic Networks and PathwaysD00006955010140.989499Machine LearningD055432Physiology7130.99302MetabolomicsD055442Phenomena440.995522MetabolomeD060388Concepts & Ideas110.999732Support Vector MachineD000293Living Beings10621370.61882AdolescentPediatricsClinicalChildren's Mercy Kansas CityAuthorship 10182130.2146230.2146231authors10.2518has subject areatrue1Director, Division of Pediatric Nephrology Director, Division of Pediatric Nephrology D002648Living Beings11632570.520082ChildD002675Living Beings10415030.693171Child, PreschoolD005260Physiology11835990.534568FemaleD005923Disorders2220.974259Glomerulosclerosis, Focal SegmentalD006801Living Beings12067970.397999HumansD007223Living Beings9914490.693714Infant