Modeling Clinical and Psychological Concepts of Dementias for Computer-Aided Diagnosis
Abstract
Health information presents significant spatial-temporal and domain complexities, which brings challenges to the implementation of computer-aided diagnostic systems. This paper presents the modeling strategy of the clinical and psychological knowledge for a computer-aided syndromic diagnosis of dementia, based on multilevel modeling of healthcare systems. To model the knowledge, the concepts related to the dementia syndrome were identified, and the respective archetypes were elaborated, according to the openEHR specifications. It is expected, with the development of this project, a better support for the activities of early detection of dementia in primary care settings.
References
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Garde. S., Knaup, P., Hovenga, E. and Heard, S. (2007). Towards semantic interoperability for electronic health records. In Methods of Information in Medicine, pages 332–343. Schattauer Publishers.
Grober, E., Sanders, A. E., Hall, C. and Lipton, R. B. (2010). Free and cued selective reminding identifies very mild dementia in primary care. In Alzheimer Disease & Associated Disorders, pages 284–290. Lippincott Williams & Wilkins.
Iliffe, S., Manthorpe, J. and Eden, A. (2003). Sooner or later? Issues in the early diagnosis of dementia in general practice: a qualitative study. In Family Practice, pages 376–381. Oxford University Press.
Iliffe, S., Robinson, L., Brayne C, Goodman C, Rait G and Manthorpe J. (2009). Primary care and dementia: 1. diagnosis, screening and disclosure. In International Journal of Geriatric Psychiatry, pages 895–901. John Wiley & Sons.
Iliffe, S., Walters, K. and Rait, G. (2000). Shortcomings in the diagnosis and management of dementia in primary care: towards an educational strategy. In Aging & Mental Health, pages 286–291. Taylor & Francis.
Madsen, M., Leslie, H., Hovenga, E. J. and Heard, S. (2010). Sustainable clinical knowledge management: an archetype development life cycle. In Studies in Health Technology and Informatics, pages 115–132. IOS Press.
Mathers, C. D., Bernard, C., Iburg, K. M., Inoue, M., Fat, D. M., Shibuya, K., Stein, C., Tomijima, N. and Xu, H. (2003). Global burden of disease in 2002: data sources, methods and results. Global Programme on Evidence for Health Policy Discussion Paper No. 54. World Health Organization, 1st edition.
Olafsdottir, M., Foldevi, M. and Marcusson, J. (2001). Dementia in primary care: why the low detection rate? In Scandinavian Journal of Primary Health Care, pages 194–198. Taylor & Francis.
Pollitt, P.A. (1996). Dementia in old age: an anthropological perspective. In Psychological Medicine, pages 1061–1074. Cambridge University Press.
Reynolds, C. J. and Wyatt, J. C. (2011). Open source, open standards, and health care information systems. In The Journal of Medical Internet Research, e24.
Wang, S. J., Middleton, B., Prosser, L. A., Bardon, C. G., Spurr, C. D., Carchidi, P. J., Kittler, A. F., Goldszer, R. C., Fairchild, D. G., Sussman, A. J., Kuperman, G. J. and Bates, D. W. (2003). A cost-benefit analysis of electronic medical records in primary care. In American Journal of Medicine, pages 397–403. Elsevier.
Wollersheim, D., Sari, A. and Rahayu, W. (2009). Archetype-based electronic health records: a literature review and evaluation of their applicability to health data interoperability and access. In Health Information Management Journal, pages 7–17. Health Information Management Association of Australia.
Blobel, B. (2002). Comparing concepts for electronic health record architectures. In Studies in Health Technology and Informatics, pages 209–214. IOS Press.
Garde, S., Hovenga, E., Buck, J. and Knaup, P. (2007). Expressing clinical data sets with openEHR archetypes: a solid basis for ubiquitous computing. In International Journal of Medical Informatics, pages S334–S341. Elsevier.
Garde. S., Knaup, P., Hovenga, E. and Heard, S. (2007). Towards semantic interoperability for electronic health records. In Methods of Information in Medicine, pages 332–343. Schattauer Publishers.
Grober, E., Sanders, A. E., Hall, C. and Lipton, R. B. (2010). Free and cued selective reminding identifies very mild dementia in primary care. In Alzheimer Disease & Associated Disorders, pages 284–290. Lippincott Williams & Wilkins.
Iliffe, S., Manthorpe, J. and Eden, A. (2003). Sooner or later? Issues in the early diagnosis of dementia in general practice: a qualitative study. In Family Practice, pages 376–381. Oxford University Press.
Iliffe, S., Robinson, L., Brayne C, Goodman C, Rait G and Manthorpe J. (2009). Primary care and dementia: 1. diagnosis, screening and disclosure. In International Journal of Geriatric Psychiatry, pages 895–901. John Wiley & Sons.
Iliffe, S., Walters, K. and Rait, G. (2000). Shortcomings in the diagnosis and management of dementia in primary care: towards an educational strategy. In Aging & Mental Health, pages 286–291. Taylor & Francis.
Madsen, M., Leslie, H., Hovenga, E. J. and Heard, S. (2010). Sustainable clinical knowledge management: an archetype development life cycle. In Studies in Health Technology and Informatics, pages 115–132. IOS Press.
Mathers, C. D., Bernard, C., Iburg, K. M., Inoue, M., Fat, D. M., Shibuya, K., Stein, C., Tomijima, N. and Xu, H. (2003). Global burden of disease in 2002: data sources, methods and results. Global Programme on Evidence for Health Policy Discussion Paper No. 54. World Health Organization, 1st edition.
Olafsdottir, M., Foldevi, M. and Marcusson, J. (2001). Dementia in primary care: why the low detection rate? In Scandinavian Journal of Primary Health Care, pages 194–198. Taylor & Francis.
Pollitt, P.A. (1996). Dementia in old age: an anthropological perspective. In Psychological Medicine, pages 1061–1074. Cambridge University Press.
Reynolds, C. J. and Wyatt, J. C. (2011). Open source, open standards, and health care information systems. In The Journal of Medical Internet Research, e24.
Wang, S. J., Middleton, B., Prosser, L. A., Bardon, C. G., Spurr, C. D., Carchidi, P. J., Kittler, A. F., Goldszer, R. C., Fairchild, D. G., Sussman, A. J., Kuperman, G. J. and Bates, D. W. (2003). A cost-benefit analysis of electronic medical records in primary care. In American Journal of Medicine, pages 397–403. Elsevier.
Wollersheim, D., Sari, A. and Rahayu, W. (2009). Archetype-based electronic health records: a literature review and evaluation of their applicability to health data interoperability and access. In Health Information Management Journal, pages 7–17. Health Information Management Association of Australia.
Published
2011-07-19
How to Cite
FERREIRA, Michele M. V.; COOK, Timothy Wayne; CAVALINI, Luciana T..
Modeling Clinical and Psychological Concepts of Dementias for Computer-Aided Diagnosis. In: BRAZILIAN SYMPOSIUM ON COMPUTING APPLIED TO HEALTH (SBCAS), 11. , 2011, Natal/RN.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2011
.
p. 1826-1829.
ISSN 2763-8952.
