Interpretable clinical prediction via attention-based neural network

BACKGROUND: The interpretability of results predicted by the machine learning models is vital, especially in the critical fields like healthcare. With the increasingly adoption of electronic healthcare records (EHR) by the medical organizations in the last decade, which accumulated abundant electron...

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Detalles Bibliográficos
Autores principales: Chen, Peipei, Dong, Wei, Wang, Jinliang, Lu, Xudong, Kaymak, Uzay, Huang, Zhengxing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7346336/
https://www.ncbi.nlm.nih.gov/pubmed/32646437
http://dx.doi.org/10.1186/s12911-020-1110-7

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7346336/
https://www.ncbi.nlm.nih.gov/pubmed/32646437
http://dx.doi.org/10.1186/s12911-020-1110-7

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