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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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Detalhes bibliográficos
Publicado no:BMC Med Inform Decis Mak
Main Authors: Chen, Peipei, Dong, Wei, Wang, Jinliang, Lu, Xudong, Kaymak, Uzay, Huang, Zhengxing
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7346336/
https://ncbi.nlm.nih.gov/pubmed/32646437
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12911-020-1110-7
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