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Externally validated deep learning model to identify prodromal Parkinson’s disease from electrocardiogram

Little is known about electrocardiogram (ECG) markers of Parkinson’s disease (PD) during the prodromal stage. The aim of the study was to build a generalizable ECG-based fully automatic artificial intelligence (AI) model to predict PD risk during the prodromal stage, up to 5 years before disease dia...

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Detalles Bibliográficos
Autores principales: Karabayir, Ibrahim, Gunturkun, Fatma, Butler, Liam, Goldman, Samuel M., Kamaleswaran, Rishikesan, Davis, Robert L., Colletta, Kalea, Chinthala, Lokesh, Jefferies, John L., Bobay, Kathleen, Ross, G. Webster, Petrovitch, Helen, Masaki, Kamal, Tanner, Caroline M., Akbilgic, Oguz
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10387090/
https://www.ncbi.nlm.nih.gov/pubmed/37516770
http://dx.doi.org/10.1038/s41598-023-38782-7