Prediction of the evolution of bipolar depression using semantic web technologies
作者： Chryssa H. Thermolia , Ekaterini S. Bei , Euripides G. M. Petrakis
DOI: 10.1109/IISA.2014.6878788
关键词:
摘要: In our study we present a design for decision support system patients suffering from Bipolar Disorder (BD). is recurrent and highly disabling psychiatric illness that evolves constantly in time often leads to crucial incidents. We focus on Depression especially Breakthrough Depressive Episode scenario occurs when patient shows depressive symptoms during pharmaceutical treatment. Using Semantic Web Technologies developed SybillaTUC, prototype Clinical Decision Support System which combines the clinical guidelines with patient's condition his medical record. The able predict evolution of disease each patient, alerting clinician possibility incident suggesting optimal
sci-hub.se 参考文章(23)
Angela Sciacqua, Antonio Gualtieri, Ovidio Salvetti, Domenico Conforti, Sara Colantonio, Davide Moroni, Francesco Perticone, Massimo Martinelli, An approach to decision support in heart failure semantic web applications and perspectives. ,vol. 314, ,(2007)
Nicholas J. Todd, Ivonne Solis-Trapala, Steven H. Jones, Fiona A. Lobban, An online randomised controlled trial to assess the feasibility, acceptability and potential effectiveness of 'Living with Bipolar': a web-based self-management intervention for bipolar disorder: trial design and protocol. Contemporary Clinical Trials. ,vol. 33, pp. 679- 688 ,(2012) , 10.1016/J.CCT.2012.02.011
Sotiris Batsakis, Euripides G. M. Petrakis, SOWL: a framework for handling spatio-temporal information in OWL 2.0 rules and rule markup languages for the semantic web. pp. 242- 249 ,(2011) , 10.1007/978-3-642-22546-8_19
Michel Klein, Dieter Fensel, Ontology versioning on the semantic web international semantic web conference. pp. 75- 91 ,(2001)
Jitender S. Deogun, William Spaulding, Conceptual Development of Mental Health Ontologies intelligent information systems. pp. 299- 333 ,(2010) , 10.1007/978-3-642-05183-8_13
Mark A. Musen, Blackford Middleton, Robert A. Greenes, Clinical decision-support systems Medical informatics: computer applications in health care. pp. 466- 502 ,(1990) , 10.1007/978-1-4471-4474-8_22
Marut Buranarach, Thepchai Supnithi, Noppadol Chalortham, Vasuthep Khunthong, Patcharee Varasai, Asanee Kawtrakul, None, A Semantic Web Framework to Support Knowledge Management in Chronic Disease Healthcare Metadata and Semantic Research. ,vol. 46, pp. 164- 170 ,(2009) , 10.1007/978-3-642-04590-5_15
Andrea L. Malizia, David J. Nutt, Structural and functional brain changes in posttraumatic stress disorder. The Journal of Clinical Psychiatry. ,vol. 65, pp. 11- 17 ,(2004)
Richard Fikes, Chris Welty, A Reusable Ontology for Fluents in OWL formal ontology in information systems. pp. 226- 236 ,(2006)