A semi-supervised adaptive Markov Gaussian embedding process (SAMGEP) for prediction of phenotype event times using the electronic health record

While there exist numerous methods to identify binary phenotypes (i.e. COPD) using electronic health record (EHR) data, few exist to ascertain the timings of phenotype events (i.e. COPD onset or exacerbations). Estimating event times could enable more powerful use of EHR data for longitudinal risk m...

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Detalles Bibliográficos
Autores principales: Ahuja, Yuri, Wen, Jun, Hong, Chuan, Xia, Zongqi, Huang, Sicong, Cai, Tianxi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9588081/
https://www.ncbi.nlm.nih.gov/pubmed/36273240
http://dx.doi.org/10.1038/s41598-022-22585-3

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9588081/
https://www.ncbi.nlm.nih.gov/pubmed/36273240
http://dx.doi.org/10.1038/s41598-022-22585-3

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