Extractive evidence based medicine summarisation based on sentence-specific statistics

Proceedings - IEEE Symposium on Computer-Based Medical Systems

Volumn , Issue , 2012, Pages

  Sarker, Abeed ^a   Mollá, Diego ^a   Paris, Cécile ^b  

^a MACQUARIE UNIVERSITY   (Australia)

^b CSIRO   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONALLY EFFICIENT; DOMAIN KNOWLEDGE; EVIDENCE-BASED MEDICINE;

EID: 84867311655     PISSN: 10637125     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CBMS.2012.6266373     Document Type: Conference Paper

References (10)

1. J. Carbonell and J. Goldstein. The use of MMR, diversity-based reranking for reordering documents and producing summaries. In Proceedings of SIGIR'98, pages 335-336, 1998.
2. H. Ceylan, R. Mihalcea, U. Özertem, E. Lloret, and M. Palomar. Quantifying the limits and success of extractive summarization systems across domains. In Proceedings of NAACL 2010, pages 903-911, Los Angeles, California, June 2010. Association for Computational Linguistics.
3. H. P. Edmundson. New methods in automatic extracting. J. ACM, 16(2):264-285, 1969.
4. S. N. N. Kim, D. Martinez, L. Cavedon, and L. Yencken. Automatic classification of sentences to support Evidence Based Medicine. BMC bioinformatics, 12 Suppl 2, 2011.
5. C.-Y. Lin. ROUGE: A Package for Automatic Evaluation of Summaries. In Proceedings of the 2003 Conference of the North American Chapter of the Association fo Computational Linguistics on Human Language Technology, 2004.
6. J. J. Lin and D. Demner-Fushman. Answering clinical questions with knowledge-based and statistical techniques. Computational Linguistics, 33(1):63-103, 2007.
7. D. Mollá-Aliod and M. E. Santiago-Martinez. Development of a Corpus for Evidence Based Medicine Summarisation. In Proceedings of the Australasian Language Technology Association Workshop 2011, December 2011.
8. S. W. Richardson, M. C. Wilson, J. Nishikawa, and R. S. Hayward. The well-built clinical question: a key to evidence-based decisions. ACP Journal Club, 123(3):A12-A13, 1995.
9. D. L. Sackett, W. M. C. Rosenberg, J. A. M. Gray, R. B. Haynes, and W. S. Richardson. Evidence based medicine: what it is and what it isn't. BMJ, 312(7023):71-72, 1996.
10. Z. Shi, G. Melli, Y. Wang, Y. Liu, B. Gu, M. M. Kashani, A. Sarkar, and F. Popowich. Question answering summarization of multiple biomedical documents. In Proceedings of the 20th Canadian Conference on Aritificial Intelligence (CanAI '07), 2007.