Approaching Higher Dimension Imaging Data Using Cluster-Based Hierarchical Modeling in Patients with Heart Failure Preserved Ejection Fraction

Heart failure with preserved ejection fraction (HFpEF) is a major cause of morbidity and mortality, accounting for the majority of heart failure (HF) hospitalization. To identify the most complementary predictors of mortality among clinical, laboratory and echocardiographic data, we used cluster bas...

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Pubblicato in:Sci Rep
Autori principali: Kobayashi, Yukari, Tremblay-Gravel, Maxime, Boralkar, Kalyani A., Li, Xiao, Nishi, Tomoko, Amsallem, Myriam, Moneghetti, Kegan J., Bouajila, Sara, Selej, Mona, Ozen, Mehmet O., Demirci, Utkan, Ashley, Euan, Wheeler, Matthew, Knowlton, Kirk U., Kouznetsova, Tatiana, Haddad, Francois
Natura: Artigo
Lingua:Inglês
Pubblicazione: Nature Publishing Group UK 2019
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Article
Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC6639369/
https://ncbi.nlm.nih.gov/pubmed/31320698
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-019-46873-7
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