Concept-based electronic health records: Opportunities and challenges

Proceedings of the 14th Annual ACM International Conference on Multimedia, MM 2006

Volumn , Issue , 2006, Pages 997-1006

  Ebadollahi, Shahram ^a   Coden, Anni R ^b   Tanenblatt, Michael A ^c   Chang, Shih Fu ^a   Syeda Mahmood, Tanveer ^b   Amir, Arnon ^a  

^a IBM T J WATSON RESEARCH CENTER   (United States)

^b Columbia University ^*  (United States)

^c IBM ALMADEN RESEARCH CENTER   (United States)

Author keywords

Concept detection; Electronic health records; Medical decision support; Multimedia analytics

Indexed keywords

CONCEPT DETECTION; ELECTRONIC HEALTH RECORDS; MEDICAL DECISION SUPPORT; MULTIMEDIA ANALYTICS;

DECISION MAKING; DECISION SUPPORT SYSTEMS; HEALTH CARE; INFORMATION SYSTEMS; MULTIMEDIA SYSTEMS;

HOSPITAL DATA PROCESSING;

EID: 34547197769     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1180639.1180859     Document Type: Conference Paper

References (30)

1. D. Brailer, Key-Note Speech. 2005: Healthcare Information and Management Systems Society (HlMSS) Annual. Conference & Exhibition.
2. L.T. Kohn, J.M.Corrigan, M.S. Donaldson, To Err is Human: Building a Safer Health System. 1999: National. Academy Press.
3. M. Sonka, J.M.F., Handbook of Medical Imaging, Volume 2. Display and PACSMedical Image Processing and Analysis. Vol. 2. 2002. 1250.
4. J. Jan, Medical Image Processing, Reconstruction and Restoration: Concepts and Methods. 2005: CRC Press. 730.
5. Y. Kim, S.C. Horii, Handbook of Medical Imaging, Volume 3. Display and PACS. Vol. 3. 2000. 512.
6. H.K. Huang, PACS and Imaging Informatics: Basic Principles and Applications. 2nd ed. 2004: Wiley-Liss.
7. ANSI, Health Level Seven. 〈http://www.hl7.org/〉
8. NEMA, Digital Imaging and Communications in Medicine (DICOM), http://medical.ne.ma.org/
9. J.H. Kaufman, LEiron, G. Deen, D.A. Ford, E. Smith, S. Knoop, H. Nelken, T. Kol, Y. Mesika, K. Witting, K. Julier, C. Bennett, B. Rapp, B. Carmeli, S. Cohen, From Regional Healthcare Information Organizations to a National Healthcare Information Infrastructure. Perspectives in Health Information Management, 2005. 2(10).
10. H. Feigenbaum, Echocardiography. 1993: Lea Febiger.
11. A.A.T. Bui, R.K.Taira, J.D.N. Dionisio, D.R. Aberle, S. El-Saden, H. Kangarloo, Evidence-based Radiology: Requirements for Electronic Access. Academic radiology, 2002.
12. R. Smith, What Clinical Information do Doctors Need? BMJ (Clinical, research, ed.), 1996: p. 1062-1068.
13. NLM, Unified Medical Language System (UMLS), http://umls.nlm.nih. gov/
14. C. Rosse, J.L.V. Mejino, B..R. Modayur, R.M. Jakobovits, K.P. Hinshaw, J.F. Brinkley, Motivation and Organizational Principles for Anatomical Knowledge Representation: The Digital Anatomist Symbolic Knowledge Base. Journal, of the American Medical. Informatics Association, 1998. 5(1): p. 17-40.
15. J. F. Brinkley, C.Rosse., Imaging Informatics and the Human Brain Project: the Role of Structure, Review. Yearbook of Medical Informatics, 2002: p. 111-128.
16. T. Mclnerney, D.Terzopolous., Deformable Models in Medical Image Analysis: A Survey. Medical Image Analysis, 1996. 1(2): p. 91-108.
17. M.G. Linguraru, M.A.Gonzalez Ballester, N. Ayache., Deformable Atlases for the Segmentation of Internal Brain Nuclei in Magnetic Resonance Imaging. Acta Universitatis Cibiniensis, Technical Series, 2006.
18. S. Ebadollahi, S.-F.Chang., H. Wu. Echocardiogram Videos: Summarization, Temporal Segmentation and Browsing, in IEEE International Conference, on Image Processing. 2002.
19. H. Chen, S.S. Fuller, W. Hersh, Medical Informatics: Knowledge Management and Data Mining in Biomedicine. 2005. 696.
20. J. Fernandez, M.Harris, C. Meyer. Combining Algorithms in Automatic Detection ofR-peaks in ECG Signals, in IEEE Symposium of Computer-based Medical Systems (CBMS). 2005.
21. S. Ebadollahi, S.F.Chang, H. Wu. Automatic View Recognition in Echocardiogram Videos Using Parts-Based Representation, in IEEE International Conference on Computer Vision and Pattern Recognition (CVPR). 2004. Washington D.C.
22. K. McKeown S.F. Chang, J.C., S. Feiner, C. Friedman, L. Gravano, V. Hartizvassiloglou, S. Johnson, D. Jordan, J. Klavans, A. Kushniruk, V. Patel, S. Teufel. PERSlVAL, A System for Personalized Search and Summarization Over Multimedia Healthcare Information, in IEEE/ACM Joint Conference on Digital libraries (JCDL). 2001.
23. N. Kauft', M..Robson, R. Barakat, L. Norton, K. Offit, Cancer-Reducing Benefits of Preventive Surgery may be Specific to Gene Mutation. American Society of Clinical Oncology, 2006.
24. T. Syeda-Mahmood, D. Ponceleon, J. Yang. Validating cardiac echo diagnosis through video similarity, in ACM Multimedia. 2005.
25. T. Syeda-Mahmood, Segmenting Actions in Velocity Curve SPace. in International Conference on Pattern Recognition (ICPR). 2002.
26. S. Ebadollahi, Analysis of Video Content using Statistical Spatio-Temporal Models, in Department of Electrical Engineering. 2005, Columbia University: New York. p. 249.
27. (W3C), Synchronized Multimedia Integration Language (SMIL) 1.0 Specification, http://www.w3.Org/TR//REC-smil/
28. G. Whalen, Medical Textbook Summarization and Guided Navigation using Statistical Sentence Extraction, in Proceedings of the American Medical Informatics Association Symposium (AMIA 2005). 2005.
29. S. Muresan, J.L.Klavans. A. method for Automatically Building and Evaluating Dictionary Resources, in Proceedings of the Language Resources and Evaluation Conference (LREC 2002). 2002.
30. J. Klavans, S.Muresan, Evaluation of the DEFINDER System for Fully Automatic Glossary Construction, in Proceedings of the American Medical Informatics Association Symposium (AMIA 2001). 2001.