Title :
Development of a smart environment for diabetes data analysis and new knowledge mining
Author :
Georga, Eleni I. ; Protopappas, Vasilios C. ; Bellos, Christos V. ; Potsika, Vassiliki T. ; Fotiadis, Dimitrios I. ; Arvaniti, Eleni ; Makriyiannis, Dimitrios
Author_Institution :
Dept. of Mater. Sci. & Eng., Univ. of Ioannina, Ioannina, Greece
Abstract :
Diabetes care requires the control of an extensive set of clinical and non-clinical variables which affect the metabolism of glucose in order to prevent acute complications (i.e. hypoglycemic episodes) and to reduce the risk of long-term ones. In this study, we present a clinical information system which records medical (clinical and laboratory) parameters related to Type 1 and 2 diabetes and, mainly, takes a significant step forward towards the collection of lifestyle data. In addition, the intuitive representation and the intelligent analysis of all these multiparameter data enable the clinician to interpret the status of each patient and support him indirectly in the development of an effective individualized treatment plan.
Keywords :
data analysis; data mining; diseases; electronic health records; sugar; clinical information system; clinical parameters; diabetes data analysis; effective individualized treatment plan; glucose metabolism; hypoglycemic episodes; intelligent analysis; knowledge mining; laboratory parameters; lifestyle data collection; long-term risk; medical records; multiparameter data; nonclinical variables; smart environment development; type 1 diabetes; type 2 diabetes; Data mining; Diabetes; Diseases; Mobile communication; Monitoring; Sugar; Type 1 and 2 diabetes; clinical information system; data mining; diabetic complications; mobile health devices;
Conference_Titel :
Wireless Mobile Communication and Healthcare (Mobihealth), 2014 EAI 4th International Conference on
Conference_Location :
Athens
DOI :
10.1109/MOBIHEALTH.2014.7015922
