A rule-based approach for automatic identification of publication types of medical papers

ADCS 2010 - Proceedings of the Fifteenth Australasian Document Computing Symposium

Volumn , Issue , 2010, Pages 84-88

  Sarker, Abeed ^a   Molla Aliod, Diego ^a  

^a MACQUARIE UNIVERSITY   (Australia)

Author keywords

Evidence based Medicine; Medical document classification; Postretrieval classification; Rule based Classification

Indexed keywords

AUTOMATIC IDENTIFICATION; EVIDENCE-BASED MEDICINE; HIGH QUALITY; MEDICAL DOCUMENTS; MEDICAL DOMAINS; MEDICAL PAPERS; PRECISION AND RECALL; RULE BASED; RULE-BASED APPROACH; RULE-BASED CLASSIFICATION; SEARCH RESULTS;

AUTOMATION; PUBLISHING;

INFORMATION RETRIEVAL SYSTEMS;

EID: 84872872022     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Article

References (17)

1. Y. Aphinyanaphongs, I. Tsamardinos, A. Statnikov, D. Hardin and C. F. Aliferis. Text categorization models for high-quality article retrieval in internal medicine. Journal of the American Medical Informatics Association: JAMIA, Volume 12, Number 2, pages 207-216, 2005.
2. Paul Compton and Bob Jansen. Knowledge in Context: A Strategy for Expert System Maintenance. In Proceedings of the 2nd Australian Joint Artificial Intelligence Conference, pages 292-306, 1988.
3. Dina Demner-fushman, Susan Hauser and George Thoma. The role of title, metadata and abstract in identifying clinically relevant journal articles. In AMIA Annu Symp Proc, 2005.
4. Mark H Ebell, Jay Siwek, Barry D Weiss, Steven H Woolf, Jeffrey Susman, Bernard Ewigman and Marjorie Bowman. Strength of recommendation taxonomy (SORT): a patient-centered approach to grading evidence in the medical literature. Am Fam Physician, Volume 69, Number 3, pages 548-556, February 2004.
5. John Ely, Jerome A Osheroff, Mark H Ebell, M. Lee Chambliss, DC Vinson, James J. Stevermer and Eric A. Pifer. Obstacles to answering doctors' questions about patient care with evidence: Qualitative study. BMJ, Volume 324, Number 7339, pages 710, 2002.
6. Thomas Goetz and Claus-Wilhelm von der Lieth. Pub-Finder: a tool for improving retrieval rate of relevant PubMed abstracts. Nucleic Acids Research, Volume 33, pages W774-W778, 2005.
7. Trisha Greenhalgh. How to read a paper: The Basics of Evidence-based Medicine. Blackwell Publishing, 3 edition, 2006.
8. R Brian Haynes, Nancy Wilczynski, K Ann McKibbon, Cynthia J Walker and John C Sinclair. Developing Optimal Search Strategies for Detecting Clinically Sound Studies in MEDLINE. J Am Med Inform Assoc, Volume 1, Number 6, pages 447-458, 1994.
9. Dereck L Hunt and K Ann McKibbon. Locating and appraising systematic reviews. Ann Intern Med., Volume 126, Number 7, pages 532-538, 1997.
10. Halil Kilicoglu, Dina Demner-Fushman, Thomas C. Rindflesch, Nancy L. Wilczynski and Brian R. Haynes. Towards automatic recognition of scientifically rigorous clinical research evidence. J Am Med Inform Assoc, Volume 16, Number 1, pages 25-31, January 2009.
11. V. M. Montori, N. L. Wilczynski, D. Morgan, R. B. Haynes and. Optimal search strategies for retrieving systematic reviews from medline: analytical survey. BMJ, Volume 330, Number 7482, January 2005.
12. Maksim Plikus, Zina Zhang and Cheng-Ming Chuong. PubFocus: semantic MEDLINE/PubMed citations analytics through integration of controlled biomedical dictionaries and ranking algorithm. BMC Bioinformatics, Volume 7, Number 1, pages 424-439, 2006.
13. D. L. Sackett, R. B. Haynes, G. H. Guyatt and Tugwell P. Clinical epidemiology: A basic science for clinical medicine. Little Brown & Co. Inc., 2 edition, 1991.
14. David L Sackett, William M C Rosenberg, J A Muir Gray, R Brian Haynes and W Scott Richardson. Evidence based medicine: what it is and what it isn't. BMJ, Volume 312, Number 7023, pages 71-72, 1996.
15. Kaveh G Shonjania and Lisa A Bero. Taking Advantage of the Explosion of Systematic Reviews: An Efficient MEDLINE Search Strategy. Effective Clinical Practice, Volume 4, Number 4, pages 157-162, 2001.
16. Thanh Tang, David Hawking, Ramesh Sankaranarayana, Kathleen Griffiths and Nick Craswell. Quality-Oriented Search for Depression Portals. In Mohand Boughanem, Catherine Berrut, Josiane Mothe and Chantal Soule-Dupuy (editors), Advances in Information Retrieval, Volume 5478 of Lecture Notes in Computer Science, Chapter 60, pages 637-644. Springer Berlin / Heidelberg, Berlin, Heidelberg, 2009.
17. Suzanne West, Valerie King, Timothy S. Carey, Kathleen N. Lohr, Nikki McKoy, Sonya F. Sutton and Linda Lux. Systems to rate the strength of scientific evidence. http://www.arhq.gov/clinic/epcsums/strengthsum.htm, April 2002.