Utilization of a virtual patient model to enable tailored therapy for depressed patients

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 7064 LNCS, Issue PART 3, 2011, Pages 700-710

  Both, Fiemke ^a   Hoogendoorn, Mark ^a  

^a VU UNIVERSITY AMSTERDAM   (Netherlands)

Author keywords

depression; support agent; tailored advice; Virtual patient

Indexed keywords

COMPUTATIONAL MODEL; DEPRESSION; INTERNAL STATE; MENTAL DISORDERS; SIGNIFICANT IMPACTS; TAILORED ADVICE; VIRTUAL PATIENTS;

DATA PROCESSING;

PATIENT TREATMENT;

EID: 81855219029     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-24965-5_79     Document Type: Conference Paper

References (15)

1. Andersson, G., Bergstrom, J., Hollandare, F., Carlbring, P., Kaldo, V., Ekselius, L.: Internet-based self-help for depression: randomised controlled trial. The British J. of Psy. 187 (November 2005)
2. Bates, J., Loyall, A.B., Reilly, W.S.: Integrating Reactivity, Goals, and Emotion in a Broad Agent. In: Proceedings of the 14th Annual Conference of the Cognitive Science Society (1992)
3. Beck, A.T.: Depression: Causes and Treatment. University of Pennsylvania Press (1972)
4. Biddle, S.J.H.: Emotion, mood and physical activity. In: Physical Activity and Psychological Well-being. Routledge, London (2000)
5. Both, F., Hoogendoorn, M., Klein, M.A., Treur, J.: Formalizing Dynamics of Mood and Depression. In: Ghallab, M. (ed.) Proceedings of the 18th European Conference on Artificial Intelligence, ECAI 2008, pp. 266-270. IOS Press (2008)
6. Both, F., Hoogendoorn, M., Klein, M.C.A., Treur, J.: Computational Modeling and Analysis of Therapeutical Interventions for Depression. In: Yao, Y., Sun, R., Poggio, T., Liu, J., Zhong, N., Huang, J. (eds.) BI 2010. LNCS (LNAI), vol. 6334, pp. 274-287. Springer, Heidelberg (2010)
7. Both, F., Hoogendoorn, M., Klein, M.C.A., Treur, J.: Computational Modeling and Analysis of the Role of Physical Activity in Mood Regulation and Depression. In: Wong, K.W., Mendis, B.S.U., Bouzerdoum, A. (eds.) ICONIP 2010, Part I. LNCS (LNAI), vol. 6443, pp. 270-281. Springer, Heidelberg (2010)
8. Cotman, C.W., Berchtold, N.C.: Exercise: a behavioral intervention to enhance brain health and plasticity. Trends Neurosci. 25, 295-301 (2002)
9. Dastani, M., Meyer, J.J.C.: Programming Agent with Emotions. In: Proceedings of the European Conference on Artificial Intelligence, ECAI 2006 (2006)
10. D'Zurilla, T.J., Nezu, A.: Social problem solving in adults. In: Kendall, P.C. (ed.) Advances in Cognitive-behavioral Research and Therapy, vol. 1, pp. 202-274. Academic Press, New York (1982)
11. Kirkpatrick, S., Gelatt, C.D., Vechhi, M.P.: Optimization by simulated annealing. Science 220(4598), 671-680 (1983)
12. Koch, K.R.: Parameter Estimation and Hypothesis Testing in Linear Models. Springer, Heidelberg (1999)
13. Kreyszig, E.: Advanced Engineering Mathematics, 8th edn. John Wiley and Sons (1999)
14. Lewinsohn, P.M., Youngren, M.A., Grosscup, S.J.: Reinforcement and depression. In: Dupue, R.A. (ed.) The Psychobiology of Depressive Disorders: Implications for the Effects of Stress, pp. 291-316. Academic Press, New York (1979)
15. Spek, V.R.M., Nyklicek, I., Smits, N., Cuijpers, P., Riper, H., Keyzer, J.J., Pop, V.J.M.: Internet-based cognitive behavioural therapy for subthreshold depression in people over 50 years old: A randomized controlled clinical trial. Psychological Medicine 37(12), 1797-1806 (2007)