Novel architecture for gated recurrent unit autoencoder trained on time series from electronic health records enables detection of ICU patient subgroups

Electronic health records (EHRs) are used in hospitals to store diagnoses, clinician notes, examinations, lab results, and interventions for each patient. Grouping patients into distinct subsets, for example, via clustering, may enable the discovery of unknown disease patterns or comorbidities, whic...

Descripción completa

Detalles Bibliográficos
Autores principales: Merkelbach, Kilian, Schaper, Steffen, Diedrich, Christian, Fritsch, Sebastian Johannes, Schuppert, Andreas
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/PMC10008580/
https://www.ncbi.nlm.nih.gov/pubmed/36906642
http://dx.doi.org/10.1038/s41598-023-30986-1

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10008580/
https://www.ncbi.nlm.nih.gov/pubmed/36906642
http://dx.doi.org/10.1038/s41598-023-30986-1

Ejemplares similares