J-BHI publishes original papers describing recent advances in the field of biomedical and health informatics where information and communication technologies intersect with health, healthcare, life sciences and biomedicine.
Kalia Orphanou is a Ph.D. candidate at the Department of Computer Science, University of Cyprus, Nicosia, Cyprus. She received an M.Eng. degree in Computer Science with Artificial Intelligence from the University of Southampton, U.K., in 2009.
Her main research interests include temporal reasoning, artificial intelligence in medicine, probabilistic graphical models, dynamic Bayesian networks, temporal abstraction, machine learning and data mining.
Temporal abstraction (TA) and dynamic Bayesian networks (DBNs) became two topics of much interest and research in clinical systems. TA is a knowledge-based process that abstracts raw temporal data into higher level interval-based concepts. TA techniques were utilized in various...
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