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Adapting State-of-the-Art Deep Language Models to Clinical Information Extraction Systems: Potentials, Challenges, and Solutions

BACKGROUND: Deep learning (DL) has been widely used to solve problems with success in speech recognition, visual object recognition, and object detection for drug discovery and genomics. Natural language processing has achieved noticeable progress in artificial intelligence. This gives an opportunit...

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Bibliographische Detailangaben
Veröffentlicht in:JMIR Med Inform
Hauptverfasser: Zhou, Liyuan, Suominen, Hanna, Gedeon, Tom
Format: Artigo
Sprache:Inglês
Veröffentlicht: JMIR Publications 2019
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6658232/
https://ncbi.nlm.nih.gov/pubmed/31021325
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2196/11499
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