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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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Podrobná bibliografie
Vydáno v:BMC Med Inform Decis Mak
Hlavní autoři: Chen, Peipei, Dong, Wei, Wang, Jinliang, Lu, Xudong, Kaymak, Uzay, Huang, Zhengxing
Médium: Artigo
Jazyk:Inglês
Vydáno: BioMed Central 2020
Témata:
On-line přístup: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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