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Deep-learning-based natural-language-processing models to identify cardiovascular disease hospitalisations of patients with diabetes from routine visits’ text

Writing notes is the most widespread method to report clinical events. Therefore, most of the information about the disease history of a patient remains locked behind free-form text. Natural language processing (NLP) provides a solution to automatically transform free-form text into structured data....

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Detalles Bibliográficos
Autores principales: Guazzo, Alessandro, Longato, Enrico, Fadini, Gian Paolo, Morieri, Mario Luca, Sparacino, Giovanni, Di Camillo, Barbara
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10625981/
https://www.ncbi.nlm.nih.gov/pubmed/37926737
http://dx.doi.org/10.1038/s41598-023-45115-1