EpistAid: Interactive Interface for Document Filtering in Evidence-based Health Care.

作者: Denis Parra , Ivania Donoso

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摘要: Evidence-based health care (EBHC) is an important practice of medicine which attempts to provide systematic scientific evidence answer clinical questions. In this context, Epistemonikos (www.epistemonikos.org) one the first and most online systems in field, providing interface that supports users on searching filtering articles for practicing EBHC. The system nowadays requires a large amount expert human effort, where close 500 physicians manually curate be utilized platform. order scale up continuous data keep updated, we introduce EpistAid, interactive intelligent clinicians process curating documents within lists papers called matrices. We characteristics, design algorithms our solution, as well prototype implementation case study show how solution addresses information overload problem area.

参考文章(24)
Hinrich Schütze, Christopher D. Manning, Prabhakar Raghavan, Introduction to Information Retrieval ,(2005)
David L Sackett, William M C Rosenberg, The need for evidence-based medicine. Journal of the Royal Society of Medicine. ,vol. 88, pp. 620- 624 ,(1995) , 10.1177/014107689508801105
Katia R. Felizardo, Gabriel F. Andery, Fernando V. Paulovich, Rosane Minghim, José C. Maldonado, A visual analysis approach to validate the selection review of primary studies in systematic reviews Information & Software Technology. ,vol. 54, pp. 1079- 1091 ,(2012) , 10.1016/J.INFSOF.2012.04.003
Katia Romero Felizardo, Simone RS Souza, José Carlos Maldonado, None, The Use of Visual Text Mining to Support the Study Selection Activity in Systematic Literature Reviews: A Replication Study 2013 3rd International Workshop on Replication in Empirical Software Engineering Research. pp. 91- 100 ,(2013) , 10.1109/RESER.2013.9
Denis Parra, Peter Brusilovsky, User-controllable personalization International Journal of Human-computer Studies \/ International Journal of Man-machine Studies. ,vol. 78, pp. 43- 67 ,(2015) , 10.1016/J.IJHCS.2015.01.007
James Thomas, John McNaught, Sophia Ananiadou, Applications of text mining within systematic reviews Research Synthesis Methods. ,vol. 2, pp. 1- 14 ,(2011) , 10.1002/JRSM.27
Byron C. Wallace, Kevin Small, Carla E. Brodley, Thomas A. Trikalinos, Active learning for biomedical citation screening knowledge discovery and data mining. pp. 173- 182 ,(2010) , 10.1145/1835804.1835829
Byron C Wallace, Thomas A Trikalinos, Joseph Lau, Carla Brodley, Christopher H Schmid, Semi-automated screening of biomedical citations for systematic reviews BMC Bioinformatics. ,vol. 11, pp. 55- 55 ,(2010) , 10.1186/1471-2105-11-55
Svetlin Bostandjiev, John O'Donovan, Tobias Höllerer, TasteWeights Proceedings of the sixth ACM conference on Recommender systems - RecSys '12. pp. 35- 42 ,(2012) , 10.1145/2365952.2365964