A High Recall Classifier for Selecting Articles for MEDLINE Indexing
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[1] William R Hersh,et al. The TREC 2004 genomics track categorization task: classifying full text biomedical documents , 2006, Journal of biomedical discovery and collaboration.
[2] Ming-Wei Chang,et al. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding , 2019, NAACL.
[3] William W. Cohen,et al. AttentionMeSH: Simple, Effective and Interpretable Automatic MeSH Indexer , 2018 .
[4] Guilherme Del Fiol,et al. Automatic identification of recent high impact clinical articles in PubMed to support clinical decision making using time-agnostic features , 2019, J. Biomed. Informatics.
[5] Matthew Michelson,et al. A Deep Learning Method to Automatically Identify Reports of Scientifically Rigorous Clinical Research from the Biomedical Literature: Comparative Analytic Study , 2018, Journal of medical Internet research.
[6] Yiming Yang,et al. Deep Learning for Extreme Multi-label Text Classification , 2017, SIGIR.
[7] Ye Zhang,et al. A Sensitivity Analysis of (and Practitioners’ Guide to) Convolutional Neural Networks for Sentence Classification , 2015, IJCNLP.
[8] Yoon Kim,et al. Convolutional Neural Networks for Sentence Classification , 2014, EMNLP.
[9] Dina Demner-Fushman,et al. 12 years on – Is the NLM medical text indexer still useful and relevant? , 2017, Journal of Biomedical Semantics.
[10] Thomas C. Wiegers,et al. Collaborative biocuration—text-mining development task for document prioritization for curation , 2012, Database J. Biol. Databases Curation.
[11] Chris J. Lu,et al. Journal Descriptor Indexing Tool for Categorizing Text According to Discipline or Semantic Type , 2006, AMIA.
[12] ChengXiang Zhai,et al. DeepMeSH: deep semantic representation for improving large-scale MeSH indexing , 2016, Bioinform..
[13] Halil Kilicoglu,et al. Viewpoint Paper: Towards Automatic Recognition of Scientifically Rigorous Clinical Research Evidence , 2009, J. Am. Medical Informatics Assoc..
[14] Gaël Varoquaux,et al. Scikit-learn: Machine Learning in Python , 2011, J. Mach. Learn. Res..