Bayesian network model for diagnosis of Social Anxiety Disorder

2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2011

Volumn , Issue , 2011, Pages 639-640

  Estabragh, Zakiyeh Shojaei ^a   Kashani, Mohammad Mansour Riahi ^a   Moghaddam, Farnaz Jeddi ^a   Sari, Simin ^a   Oskooyee, Koosha Sadeghi ^a  

^a ISLAMIC AZAD UNIVERSITY   (Iran)

Author keywords

Bayesian networks; decision making; disease diagnosis; Social phobia

Indexed keywords

ALCOHOL ABUSE; BAYESIAN NETWORK MODELS; BAYESIAN NETWORKS (BNS); CONDITIONAL PROBABILITY TABLES; DECISIONAL SYSTEM; DISEASE DIAGNOSIS; GRAPHICAL MODEL; NETWORK-BASED ANALYSIS; PSYCHIATRIC DISORDERS; SOCIAL PHOBIA;

DECISION MAKING; DIAGNOSIS; HEALTH CARE;

BAYESIAN NETWORKS;

EID: 84856001993     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BIBMW.2011.6112444     Document Type: Conference Paper

References (12)

1. R.C. Kessler, P. Berglund, O. Demler, R. Jin, and E.E. Walters, "Lifetime prevalence and age-of-onset distributions of DSM-IV disorders in the national comorbidity survey replication", Archives of General Psychiatry, 2005, 62, pp. 593-602. (Pubitemid 40973434)
2. D.I. Curiac, G. Vasile, O. Banias, C Volosencu, and A. Albu, "Bayesian network model for diagnosis of psychiatric diseases", Proceedings of the ITI 2009 31st International Conference on Information Technology Interfaces, 2009, pp. 61-66.
3. K. S. Oskooyee, A.M. Rahmani, and M.M. R. Kashani, "Predicting the Severity of Major Depression Disorder with the Markov Chain Model", Int. Conf. on Bioscience, Biochemistery and Bioinformatics, Singapoure, 2011, Vol. 5, pp. 30-34.
4. P.J.F. Lucas, L.C.V.D. Gaag, and A. Abu-Hanna, "Bayesian networks in biomedicine and health-care", In Proceedings of Artificial Intelligence in Medicine, 2004, pp. 201-214.
5. P. Lucas, "DAGs in Medicine: a Model-based Approach to Medical Decision Graphs", Department of Computing Science, University of Aberdeen, Scotland, UK, 1999.
6. H. Olmus and S. Oral Erbas, "Determining the conditional probabilities in bayesian networks", Hacettepe Journal of Mathematics and Statistics, Vol. 33, 2004, pp. 69-76.
7. P.R. Pinheiro, A.K.A. Castro, M.C.D. Pinheiro, "Multicriteria Model Applied in the Diagnosis of Alzheimer's Disease: A Bayesian Network", 11th IEEE International Conference on Computational Science and Engineering, Sao Paulo, vol. 1, IEEE Computer Society, Los Alamitos, 2008, pp. 15-22.
8. K. Ranta and et al., "Age and gender differences in social anxiety symptoms during adolescence: the Social Phobia Inventory (SPIN) as a measure", Psychiatry Res 2007, 153:261-270. (Pubitemid 47632801)
9. H. Yu, G. Chen, and D. Liu, "A Simplified Bayesian Network Model Applied in Crop or Animal Disease Diagnosis", in IFIP Computer and Computing Technologies in Agriculture II, vol. 2, eds. D. Li, Z. Chunjiang, Boston: Springer, 2009, pp. 1001-1009.
10. R.M. Rapee and R.G. Heimberg, "A Cognitive-Behavioral Model of Anxiety in Social Phobia", Behavior Research & Therapy 35 (8), 741-56 Elsevier Science Ltd, 1997.
11. N. Brunello and et al., "Social phobia: diagnosis and epidemiology, neurobiology and pharmacology, comorbidity and treatment", Journal of Affective Disorders, 2000, 60(1), pp. 61-74.9.
12. Netica, Application for Belief Networks and influence Diagrams., Norsys Software Corporation, http://www.norsys.com.