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ML-Net: multi-label classification of biomedical texts with deep neural networks

OBJECTIVE: In multi-label text classification, each textual document is assigned 1 or more labels. As an important task that has broad applications in biomedicine, a number of different computational methods have been proposed. Many of these methods, however, have only modest accuracy or efficiency...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Veröffentlicht in:J Am Med Inform Assoc
Hauptverfasser: Du, Jingcheng, Chen, Qingyu, Peng, Yifan, Xiang, Yang, Tao, Cui, Lu, Zhiyong
Format: Artigo
Sprache:Inglês
Veröffentlicht: Oxford University Press 2019
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7647240/
https://ncbi.nlm.nih.gov/pubmed/31233120
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jamia/ocz085
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