Extractive text summarization system to aid data extraction from full text in systematic review development

作者: Duy Duc An Bui , Guilherme Del Fiol , John F. Hurdle , Siddhartha Jonnalagadda

DOI: 10.1016/J.JBI.2016.10.014

关键词:

摘要: … In each review, we identified the included primary studies and … is not this study’s primary focus; therefore, we excluded those … the primary outcome to emphasize the information coverage …

参考文章(42)
Galen Andrew, Roger Levy, Tregex and Tsurgeon: tools for querying and manipulating tree data structures. language resources and evaluation. pp. 2231- 2234 ,(2006)
David H. Wolpert, Original Contribution: Stacked generalization Neural Networks. ,vol. 5, pp. 241- 259 ,(1992) , 10.1016/S0893-6080(05)80023-1
Ulrich Schäfer, Bernd Kiefer, Advances in deep parsing of scholarly paper content NLP4DL'09/AT4DL'09 Proceedings of the 2009 international conference on Advanced language technologies for digital libraries. pp. 135- 153 ,(2009) , 10.1007/978-3-642-23160-5_9
Rui Xu, Yasushi Hirano, Rie Tachibana, Shoji Kido, Classification of Diffuse Lung Disease Patterns on High-Resolution Computed Tomography by a Bag of Words Approach Lecture Notes in Computer Science. ,vol. 14, pp. 183- 190 ,(2011) , 10.1007/978-3-642-23626-6_23
Svetlana Kiritchenko, Berry de Bruijn, Simona Carini, Joel D. Martin, Ida Sim, Automated information extraction of key trial design elements from clinical trial publications. american medical informatics association annual symposium. ,vol. 2008, pp. 141- 145 ,(2008)
Julian P. T. Higgins, Sally Green, Cochrane Handbook for Systematic Reviews of Interventions ,(2019)
Jöran Beel, Bela Gipp, Ammar Shaker, Nick Friedrich, SciPlore Xtract: extracting titles from scientific PDF documents by analyzing style information european conference on research and advanced technology for digital libraries. pp. 413- 416 ,(2010) , 10.1007/978-3-642-15464-5_45
D. D. A. Bui, Q. Zeng-Treitler, Learning regular expressions for clinical text classification Journal of the American Medical Informatics Association. ,vol. 21, pp. 850- 857 ,(2014) , 10.1136/AMIAJNL-2013-002411
Somayajulu Sripada, Robert Logie, Francois Portet, Neil McIntosh, Marian van der Meulen, Cindy Sykes, Ehud Reiter, Yvonne Freer, James Hunter, Albert Gatt, Summarising complex ICU data in natural language. american medical informatics association annual symposium. ,vol. 2008, pp. 323- 327 ,(2008)
Nathalie Japkowicz, Shaju Stephen, The class imbalance problem: A systematic study intelligent data analysis. ,vol. 6, pp. 429- 449 ,(2002) , 10.3233/IDA-2002-6504