Prediction of left ventricular ejection fraction changes in heart failure patients using machine learning and electronic health records: a multi-site study

Left ventricular ejection fraction (EF) is a key measure in the diagnosis and treatment of heart failure (HF) and many patients experience changes in EF overtime. Large-scale analysis of longitudinal changes in EF using electronic health records (EHRs) is limited. In a multi-site retrospective study...

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Detalles Bibliográficos
Autores principales: Adekkanattu, Prakash, Rasmussen, Luke V., Pacheco, Jennifer A., Kabariti, Joseph, Stone, Daniel J., Yu, Yue, Jiang, Guoqian, Luo, Yuan, Brandt, Pascal S., Xu, Zhenxing, Vekaria, Veer, Xu, Jie, Wang, Fei, Benda, Natalie C., Peng, Yifan, Goyal, Parag, Ahmad, Faraz S., Pathak, Jyotishman
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9822934/
https://www.ncbi.nlm.nih.gov/pubmed/36609415
http://dx.doi.org/10.1038/s41598-023-27493-8

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9822934/
https://www.ncbi.nlm.nih.gov/pubmed/36609415
http://dx.doi.org/10.1038/s41598-023-27493-8

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