Using semantic search to reduce cognitive load in an electronic health record

2011 IEEE 13th International Conference on e-Health Networking, Applications and Services, HEALTHCOM 2011

Volumn , Issue , 2011, Pages 181-184

  Tawfik, Andrew A ^a   Kochendorfer, Karl M ^b   Saparova, Dinara ^a   Al Ghenaimi, Said ^a   Moore, Joi L ^a  

^a UNIVERSITY OF MISSOURI   (United States)

^b University of Missouri   (United States)

Author keywords

cognitive informatics; information retrieval; medical information systems; search engines

Indexed keywords

CLINICAL SETTINGS; COGNITIVE INFORMATICS; COGNITIVE LOADS; ELECTRONIC HEALTH RECORD; HUMAN-COMPUTER; INFORMATION NEED; MEDICAL INFORMATION SYSTEM; PATIENT INFORMATION; SEMANTIC SEARCH; SEMI STRUCTURED INTERVIEWS;

HEALTH CARE; HUMAN COMPUTER INTERACTION; INFORMATION RETRIEVAL; INFORMATION SCIENCE; KNOWLEDGE MANAGEMENT; MEDICAL COMPUTING; RECORDS MANAGEMENT; SEARCH ENGINES; SEMANTICS;

HEALTH;

EID: 80053987505     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/HEALTH.2011.6026739     Document Type: Conference Paper

References (19)

1. B. Hazlehurst, P. N. Gorman, and C. K. McMullen, "Distributed cognition: An alternative model of cognition for medical informatics, "International Journal of Medical Informatics, vol. 77, no. 4, p. 226-234, 2008. (Pubitemid 351308116)
2. R. E. Mayer and R. Moreno, "Nine ways to reduce cognitive load in multimedia learning," Educational psychologist, vol. 38, no. 1, p. 43-52, 2003. (Pubitemid 36400003)
3. F. Paas, J. E. Tuovinen, H. Tabbers, and P. W. M. Van Gerven, "Cognitive load measurement as a means to advance cognitive load theory," Educational psychologist, vol. 38, no. 1, p. 63-71, 2003. (Pubitemid 36400005)
4. H. Saitwal, X. Feng, M. Walji, V. L. Patel, and J. Zhang, "Assessing performance of an electronic health record (EHR) using cognitive task analysis," International Journal of Medical Informatics, vol. 79, pp. 501-506, 2010.
5. A. Lin, M. Harris, and M. Zalis, "Initial Observations of Electronic Medical Record Usage During CT and MRI Interpretation: Frequency of Use and Impact on Workflow," American Journal of Roentgenology, vol. 195, no. 1, p. 188, 2010.
6. P. A. Bath, "Health informatics: current issues and challenges,"Journal of Information Science, vol. 34, no. 4, pp. 501 -518, 2008.
7. M. Zalis and M. Harris, "Advanced Search of the Electronic Medical Record: Augmenting Safety and Efficiency in Radiology," Journal of the American College of Radiology, vol. 7, no. 8, p. 625-633, 2010.
8. K. Natarajan, D. Stein, S. Jain, and N. Elhadad, "An analysis of clinical queries in an EHR search utility," International Journal of Medical Informatics, no. 79, pp. 515-522, 2010.
9. R. J. Holden, "Physicians' beliefs about using EMR and CPOE: In pursuit of a contextualized understanding of health it use behavior, "International Journal of Medical Informatics, vol. 79, no. 2, p. 71-80, 2010.
10. W. Gregg, J. Jirjis, N. Lorenzi, and D. Giuse, "StarTracker: an integrated, web-based clinical search engine," in AMIA 2003 Symposium Proceedings, p. 855.
11. D. A. Hanauer, "EMERSE: the electronic medical record search engine," in AMIA Annual Symposium proceedings, 2006.
12. H. Liu, X. Q. Hou, G. Hu, J. Li, and Y. Q. Ding, "Development of an EHR system for sharing - a semantic perspective," Medical Informatics in a United and Healthy Europe, pp. 113-117, 2009.
13. R. Brünken, S. Steinbacher, J. L. Plass, and D. Leutner, "Assessment of cognitive load in multimedia learning using dual-task methodology," Experimental Psychology (formerly" Zeitschrift f\ür Experimentelle Psychologie"), vol. 49, no. 2, p. 109-119, 2002. (Pubitemid 41310339)
14. R. J. Baron, E. L. Fabens, M. Schiffman, and E. Wolf, "Electronic health records: just around the corner? Or over the cliff?," Annals of internal medicine, vol. 143, no. 3, p. 222, 2005.
15. E. S. Berner, D. E. Detmer, and D. Simborg, "Will the wave finally break? A brief view of the adoption of electronic medical records in the United States," Journal of the American Medical Informatics Association, vol. 12, no. 1, p. 3, 2005.
16. A. Lin, M. Harris, and M. Zalis, "Initial Observations of Electronic Medical Record Usage During CT and MRI Interpretation: Frequency of Use and Impact on Workflow," American Journal of Roentgenology, vol. 195, no. 1, p. 188, 2010.
17. D. F. Sittig et al., "Grand challenges in clinical decision support,"Journal of Biomedical Informatics, vol. 41, no. 2, p. 387-392, 2008.
18. F. Lupiánez-Villanueva, M. Hardey, J. Torrent, and P. Ficapal, "The integration of Information and Communication Technology into medical practice," International Journal of Medical Informatics, vol. 79, no. 7, p. 478-491, 2010.
19. C. W. Burt and J. E. Sisk, "Which physicians and practices are using electronic medical records?," Health Affairs, vol. 24, no. 5, p. 1334, 2005.