Cargando…
Extraction of Family History Information From Clinical Notes: Deep Learning and Heuristics Approach
BACKGROUND: Electronic health records store large amounts of patient clinical data. Despite efforts to structure patient data, clinical notes containing rich patient information remain stored as free text, greatly limiting its exploitation. This includes family history, which is highly relevant for...
Autores principales: | Silva, João Figueira, Almeida, João Rafael, Matos, Sérgio |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7803476/ https://www.ncbi.nlm.nih.gov/pubmed/33372893 http://dx.doi.org/10.2196/22898 |
Ejemplares similares
-
Chemical identification and indexing in PubMed full-text articles using deep learning and heuristics
por: Almeida, Tiago, et al.
Publicado: (2022) -
Family history information extraction via deep joint learning
por: Shi, Xue, et al.
Publicado: (2019) -
Imputation in families using a heuristic phasing approach
por: Blackburn, August N, et al.
Publicado: (2014) -
Heuristic hyperparameter optimization of deep learning models for genomic prediction
por: Han, Junjie, et al.
Publicado: (2021) -
Leveraging Deep Learning for Designing Healthcare Analytics Heuristic for Diagnostics
por: Shafqat, Sarah, et al.
Publicado: (2021)