Modern and integrated techniques for medical information management, interfaces, interaction and medical decision support systems

Μη διαθέσιμη. Οι παρουσιάσεις συνοδεύονται από σύγχρονες βιλβιογραφικές πηγές όπως review paper, case studies και tutorial (βλπ. β. Επιπρόσθετη βιβλιογραφία για μελέτη).

V.G. Koutkias, A. Lillo-Le Louët and M.-C. Jaulent, "Exploiting Heterogeneous Publicly Available Data Sources for Drug Safety Surveillance: Computational Framework and Case Studies", Expert Opinion on Drug Safety, 2016, http://dx.doi.org/10.1080/14740338.2017.1257604. V.G. Koutkias and M.-C. Jaulent, "A Multiagent System for Integrated Detection of Pharmacovigilance Signals", Journal of Medical Systems, Special Issue on Agent-Empowered HealthCare Systems, vol. 40, no. 2, Article: 37, 2016, http://dx.doi.org/10.1007/s10916-015-0378-0. V.G. Koutkias and M.-C. Jaulent, "Computational Approaches for Pharmacovigilance Signal Detection: Toward Integrated and Semantically-enriched Frameworks", Drug Safety, vol. 38, no. 3, 2015, pp. 219-232, http://dx.doi.org/10.1007/s40264-015-0278-8. V.G. Koutkias et al., "From Adverse Drug Event Detection to Prevention: A Novel Clinical Decision Support Framework for Medication Safety", Methods of Information in Medicine, vol. 53, no. 6, 2014, pp. 482-492, https://dx.doi.org/10.3414/ME14-01-0027. V. Koutkias et al., "Knowledge Engineering for Adverse Drug Event Prevention: On the Design and Development of a Uniform, Contextualized and Sustainable Knowledge-based Framework", Journal of Biomedical Informatics, vol. 45, no. 3, 2012, pp. 495-506http://dx.doi.org/10.1016/j.jbi.2012.01.007. M. Schachter, "The epidemiology of medication errors: how many, how serious?", Br. J. Clin. Pharmacol. 67 (6) (2009) 621–623. T. Morimoto, T.K. Gandhi, A.C. Seger, T.C. Hsieh, D.W. Bates, "Adverse drug events and medication errors: detection and classification methods", Qual. Saf. Health Care 13 (4) (2004) 306–314. K.B. Cohen and L.E. Hunter, "Chapter 16: Text mining for translational bioinformatics", PLOS Computational Biology, http://dx.plos.org/10.1371/journal.pcbi.1003044. P.M. Nadkarni, L. Ohno-Machado, W.W. Chapman, "Natural language processing: an introduction", J Am Med Inform Assoc. 2011 Sep-Oct; 18(5): 544–551. W.W. Chapman et al., "Overcoming barriers to NLP for clinical text – The role of shared tasks and the need for additional creative solutions", J Am Med Inform Assoc. 2011 Sep-Oct;18(5):540-3. I. Spasic, S. Ananiadou, J. McNaught and A. Kumar, "Text mining and ontologies in biomedicine: Making sense of raw text", Brief Bioinform. 2005 Sep;6(3):239-51. A.K. Triantafyllidis, C. Velardo, D. Salvi, S. Ahmar Shah, V.G. Koutkias and L. Tarassenko, "A Survey of Mobile Phone Sensing, Self-reporting and Social Sharing for Pervasive Healthcare", IEEE Journal of Biomedical and Health Informatics, vol 21. no. 1, 2017, pp. 218-227, http://dx.doi.org/10.1109/JBHI.2015.2483902 V. Koutkias, N. Kaklanis, K. Votis, D. Tzovaras and N. Maglaveras, "An Integrated Semantic Framework Supporting Universal Accessibility to ICT", Universal Access in the Information Society, vol. 15, no. 1, 2016, pp. 49-62, http://dx.doi.org/10.1007/s10209-014-0372-1. A.K. Triantafyllidis, V.G. Koutkias, I. Chouvarda and N. Maglaveras, "A Pervasive Health System Integrating Patient Monitoring, Status Logging and Social Sharing", IEEE Journal of Biomedical and Health Informatics, vol. 17, no. 1, 2013, pp. 30-37, http://dx.doi.org/10.1109/TITB.2012.2227269. M. Jung, A. Hoerbst, W.O. Hackl, F. Kirrane, D. Borbolla, M.W. Jaspers, M. Oertle, V. Koutkias, L. Ferret, P. Massari, K. Lawton, D. Riedmann, S. Darmoni, N. Maglaveras, C. Lovis and E. Ammenwerth, "Attitude of physicians towards automatic alerting in Computerized Physician Order Entry systems: A comparative international survey", Methods of Information in Medicine, vol. 52, no. 2, 2013, pp. 99-108, http://www.schattauer.de/index.php?id=5236&mid=19022&L=1. V.G. Koutkias, I. Chouvarda and N. Maglaveras, "A Multiagent System Enhancing Home-Care Health Services for Chronic Disease Management", IEEE Transactions on Information Technology in Biomedicine, vol. 9, no. 4, December 2005, pp. 528-537, http://dx.doi.org/10.1109/TITB.2005.847511. V.G. Koutkias, I. Chouvarda, A. Triantafyllidis, A. Malousi, G.D. Giaglis, and N. Maglaveras, "A Personalized Framework for Medication Treatment Management in Chronic Care", IEEE Transactions on Information Technology in Biomedicine, vol. 14, no. 2, 2010, pp. 464-472, http://dx.doi.org/10.1109/TITB.2009.2036367. P. Natsiavas, N. Maglaveras and V. Koutkias, "A Public Health Surveillance Platform Exploiting Free-text Sources via Natural Language Processing and Linked Data: Application in Adverse Drug Reaction Signal Detection using PubMed and Twitter", In: Riaño D., Lenz R., Reichert M. (Eds.), Knowledge Representation for Health Care. KR4HC 2016, ProHealth 2016. Lecture Notes in Computer Science, vol. 10096, pp. 51-67, Springer, 2017. V. Koutkias and J. Bouaud, "Computerized Clinical Decision Support: contributions from 2015", Yearb Med Inform. 2016;11:170-177. http://dx.doi.org/10.15265/IY-2016-055 N. Maglaveras, V. Kilintzis, V. Koutkias and I. Chouvarda, "Integrated Care and Connected Health Approaches Leveraging Personalised Health through Big Data Analytics", Studies in Health Technology and Informatics, Vol. 224, pp. 117-122, IOS Press, 2016. J. Bouaud and V. Koutkias, "Computerized Clinical Decision Support: contributions from 2014", Yearb Med Inform. 2015;10:119-124. http://dx.doi.org/10.15265/IY-2015-036. V. Koutkias and F. Thiessard, "Big Data - Smart Health Strategies: Findings from the Yearbook 2014 Special Theme", Yearb Med Inform. 2014;9:48-51. doi: 10.15265/IY-2014-0031. K. Vaporidi, D. Babalis, A. Chytas, E. Lilitsis, E. Kondili, V. Amargianitakis, I. Chouvarda, N. Maglaveras and D. Georgopoulos, "Clusters of ineffective efforts during mechanical ventilation: impact on outcome", Intensive Care Med. 2016 Oct 24. DOI: 10.1007/s00134-016-4593-z.