AnchorFCI: harnessing genetic anchors for enhanced causal discovery of cardiometabolic disease pathways

AnchorFCI: harnessing genetic anchors for enhanced causal discovery of cardiometabolic disease pathways

IntroductionCardiometabolic diseases, a major global health concern, stem from complex interactions of lifestyle, genetics, and biochemical markers. While extensive research has revealed strong associations between various risk factors and these diseases, latent confounding and limited causal discov...

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Bibliographic Details
Main Authors: Adèle H. Ribeiro, Milena Crnkovic, Jaqueline Lopes Pereira, Regina Mara Fisberg, Flavia Mori Sarti, Marcelo Macedo Rogero, Dominik Heider, Andressa Cerqueira
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-12-01
Series:Frontiers in Genetics
Subjects:
causal discovery
explainability
RFCI
genetic anchors
unfaithfulness
partial ancestral graphs
Online Access:https://www.frontiersin.org/articles/10.3389/fgene.2024.1436947/full

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https://www.frontiersin.org/articles/10.3389/fgene.2024.1436947/full

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