Unveiling patient profiles associated with elevated Lp(a) through an unbiased clustering analysis

Unveiling patient profiles associated with elevated Lp(a) through an unbiased clustering analysis

IntroductionLipoprotein(a) [Lp(a)] has been recognized as key factor in cardiovascular research. This study aimed to identify key patient profiles based on the characteristics of a Portuguese cohort of adults who were referred for Lp(a) measurement.MethodAn unsupervised clustering analysis was perfo...

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Bibliographic Details
Main Authors: Miguel Saraiva, Jonatas Garcez, Beatriz Tavares da Silva, Inês Poças Ferreira, José Carlos Oliveira, Isabel Palma
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-03-01
Series:Frontiers in Cardiovascular Medicine
Subjects:
lipoprotein(a) levels
clustering analysis
patient profiling
unsupervised learning
cardiovascular risk assessment
Online Access:https://www.frontiersin.org/articles/10.3389/fcvm.2025.1546351/full
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