 | Up a level |
Daskalaki, Eleni; Diem, Peter; Mougiakakou, Stavroula (2016). Model-Free Machine Learning in Biomedicine: Feasibility Study in Type 1 Diabetes. PLoS ONE, 11(7), e0158722. Public Library of Science 10.1371/journal.pone.0158722
Agianniotis, Aristotelis; Anthimopoulos, Marios; Daskalaki, Eleni; Drapela, Aurélie; Stettler, Christoph; Diem, Peter; Mougiakakou, Stavroula (2015). GoCARB in the Context of an Artificial Pancreas. Journal of diabetes science and technology, 9(3), pp. 549-555. Diabetes Technology Society 10.1177/1932296815583333
Pfützner, Andreas; Weissmann, Joerg; Mougiakakou, Stavroula; Daskalaki, Eleni; Weis, Norbert; Ziegler, Ralph (2015). Glycemic Variability Is Associated with Frequency of Blood Glucose Testing and Bolus: Post Hoc Analysis Results from the ProAct Study. Diabetes technology & therapeutics, 17(6), pp. 392-397. Mary Ann Liebert 10.1089/dia.2014.0278
Botwey, Ransford Henry; Daskalaki, Eleni; Diem, Peter; Mougiakakou, Stavroula (August 2014). Multi-Model Data Fusion to Improve an Early Warning System for Hypo-/Hyperglycemic Events. IEEE Engineering in Medicine and Biology Society conference proceedings, 2014, pp. 4843-4846. IEEE Service Center 10.1109/EMBC.2014.6944708
Daskalaki, Eleni; Diem, Peter; Mougiakakou, Stavroula (2014). Adaptive Algorithms for Personalized Diabetes Treatment. In: Marmarelis, Vasilis; Mitsis, Georgios (eds.) Data-driven Modeling for Diabetes: Diagnosis and Treatment. Lecture Notes in Bioengineering (pp. 91-116). Berlin: Springer
Daskalaki, Eleni; Diem, Peter; Mougiakakou, Stavroula (July 2013). Personalized Tuning of a Reinforcement Learning Control Algorithm for Glucose Regulation. IEEE Engineering in Medicine and Biology Society conference proceedings, 2013, pp. 3487-3490. IEEE Service Center 10.1109/EMBC.2013.6610293
Daskalaki, Elena; Nørgaard, Kirsten; Züger, Thomas; Prountzou, Aikaterini; Diem, Peter; Mougiakakou, Stavroula (2013). An Early-Warning System for Hypo-/Hyperglycemic Events Based on Fusion of Adaptive Prediction Models. Journal of diabetes science and technology, 7(3), pp. 689-698. Diabetes Technology Society
Daskalaki, Elena; Prountzou, Aikaterini; Diem, Peter; Mougiakakou, Stavroula G (2012). Real-time adaptive models for the personalized prediction of glycemic profile in type 1 diabetes patients. Diabetes technology & therapeutics, 14(2), pp. 168-74. Larchmont, N.Y.: Mary Ann Liebert 10.1089/dia.2011.0093
