Please use this identifier to cite or link to this item: https://hdl.handle.net/10316/103994
DC FieldValueLanguage
dc.contributor.authorPina, Ana F-
dc.contributor.authorMeneses, Maria João-
dc.contributor.authorSousa-Lima, Inês-
dc.contributor.authorHenriques, Roberto-
dc.contributor.authorRaposo, João F-
dc.contributor.authorMacedo, Maria Paula-
dc.date.accessioned2022-12-14T17:41:44Z-
dc.date.available2022-12-14T17:41:44Z-
dc.date.issued2022-10-17-
dc.identifier.issn0014-2972pt
dc.identifier.issn1365-2362pt
dc.identifier.urihttps://hdl.handle.net/10316/103994-
dc.description.abstractType 2 Diabetes (T2D) diagnosis is based solely on glycaemia, even though it is an endpoint of numerous dysmetabolic pathways. Type 2 Diabetes complexity is challenging in a real-world scenario; thus, dissecting T2D heterogeneity is a priority. Cluster analysis, which identifies natural clusters within multidimensional data based on similarity measures, poses a promising tool to unravel Diabetes complexity.pt
dc.language.isoporpt
dc.relationPD/BD/136887/2018pt
dc.relationPTDC/MEC-MET/29314/2017pt
dc.relationPTDC/BIM-MET/2115/2014pt
dc.relationUIDB/Multi/04462/2020pt
dc.relationmtFOIE GRAS (734719)pt
dc.rightsembargoedAccesspt
dc.rights.urihttp://creativecommons.org/licenses/by-nc/4.0/pt
dc.subjectbig data; cluster analysis; diabetes; machine learningpt
dc.titleBig data and machine learning to tackle diabetes managementpt
dc.typearticle-
degois.publication.firstPagee13890pt
degois.publication.issue1pt
dc.relation.publisherversionhttps://onlinelibrary.wiley.com/doi/10.1111/eci.13890pt
dc.peerreviewedyespt
dc.identifier.doi10.1111/eci.13890pt
degois.publication.volume53pt
dc.date.embargo2023-10-17*
uc.date.periodoEmbargo365pt
item.grantfulltextopen-
item.cerifentitytypePublications-
item.languageiso639-1pt-
item.openairetypearticle-
item.openairecristypehttp://purl.org/coar/resource_type/c_18cf-
item.fulltextCom Texto completo-
crisitem.author.orcid0000-0002-2549-0275-
Appears in Collections:I&D CNC - Artigos em Revistas Internacionais
Files in This Item:
File Description SizeFormat
BigDataandMachineLearning.pdf1.24 MBAdobe PDFView/Open
Show simple item record

WEB OF SCIENCETM
Citations

1
checked on May 2, 2023

Page view(s)

67
checked on May 8, 2024

Download(s)

17
checked on May 8, 2024

Google ScholarTM

Check

Altmetric

Altmetric


This item is licensed under a Creative Commons License Creative Commons