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Machine learning for classification of hypertension subtypes using multi-omics: A multi-centre, retrospective, data-driven study

BACKGROUND: Arterial hypertension is a major cardiovascular risk factor. Identification of secondary hypertension in its various forms is key to preventing and targeting treatment of cardiovascular complications. Simplified diagnostic tests are urgently required to distinguish primary and secondary...

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Detalles Bibliográficos
Autores principales: Reel, Parminder S., Reel, Smarti, van Kralingen, Josie C., Langton, Katharina, Lang, Katharina, Erlic, Zoran, Larsen, Casper K., Amar, Laurence, Pamporaki, Christina, Mulatero, Paolo, Blanchard, Anne, Kabat, Marek, Robertson, Stacy, MacKenzie, Scott M., Taylor, Angela E., Peitzsch, Mirko, Ceccato, Filippo, Scaroni, Carla, Reincke, Martin, Kroiss, Matthias, Dennedy, Michael C., Pecori, Alessio, Monticone, Silvia, Deinum, Jaap, Rossi, Gian Paolo, Lenzini, Livia, McClure, John D., Nind, Thomas, Riddell, Alexandra, Stell, Anthony, Cole, Christian, Sudano, Isabella, Prehn, Cornelia, Adamski, Jerzy, Gimenez-Roqueplo, Anne-Paule, Assié, Guillaume, Arlt, Wiebke, Beuschlein, Felix, Eisenhofer, Graeme, Davies, Eleanor, Zennaro, Maria-Christina, Jefferson, Emily
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9520210/
https://www.ncbi.nlm.nih.gov/pubmed/36179553
http://dx.doi.org/10.1016/j.ebiom.2022.104276