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An investigation of single-domain and multidomain medication and adverse drug event relation extraction from electronic health record notes using advanced deep learning models

OBJECTIVE: We aim to evaluate the effectiveness of advanced deep learning models (eg, capsule network [CapNet], adversarial training [ADV]) for single-domain and multidomain relation extraction from electronic health record (EHR) notes. MATERIALS AND METHODS: We built multiple deep learning models w...

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Pubblicato in:J Am Med Inform Assoc
Autori principali: Li, Fei, Yu, Hong
Natura: Artigo
Lingua:Inglês
Pubblicazione: Oxford University Press 2019
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC6562161/
https://ncbi.nlm.nih.gov/pubmed/30938761
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jamia/ocz018
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