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对弱监督的深度学习进行大规模调查,用于微细的生物医学文献语义索引

Anastasios Nentidis1, Thomas Chatzopoulos2, Anastasia Krithara3

  • 1Institute of Informatics and Telecommunications, NCSR Demokritos, Athens, Greece; School of Informatics, Aristotle University of Thessaloniki, Thessaloniki, Greece.

Journal of biomedical informatics
|September 15, 2023
PubMed
概括

这项研究引入了一种新的方法,将生物医学科目注释精制到超出广泛的MeSH描述符之外. 该方法增强了概念的出现,提高了医学文献语义索引的准确性.

关键词:
生物医学文献 生物医学文献深度学习是一种深度学习.医疗学科标题 (MeSH) 医疗学科标题语义索引是指语义索引.监督的弱点 监督的弱点

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