000000742 001__ 742
000000742 005__ 20181220113716.0
000000742 037__ $$aCONFERENCE
000000742 041__ $$aeng
000000742 245__ $$aCOMPASS :$$ban interoperable personal health system to monitor and compress signals in chronic obstructive pulmonary disease
000000742 260__ $$aIstanbul, Turkey$$b20 May 2015$$c2015
000000742 269__ $$a2015-05
000000742 300__ $$a8 p.
000000742 506__ $$avisible
000000742 520__ $$9eng$$aIn the past years the progress on the mobile market has made possible an advancement in terms of telemedicine systems and definition of systems for monitoring chronic illnesses. The distribution of mobile devices in developed countries is increasing. Many of these devices are equipped with wireless standards including Bluetooth and the amount of sold Smartphones is constantly increasing. Our approach is oriented towards this market, using existing devices to enable in-home patient monitoring and even further to ubiquitious monitoring. The idea is to increase the quality of care, reduce costs and gather medical grade data, especially vital signs, with a resolution of minutes or even less, which is nowadays only possible in an ICU (Intensive Care Units). In this paper we will present the COMPASS personal health system (PHS) platform, and how this platform enables Android devices to collect, analyze and send sensor data to an observation storage by means of interoperability standards. Furthermore, we will also present how this data can be compressed using advanced compressed sensing techniques and how to optimize these techniques with genetic algorithms to improve the RMSE of the reconstructed signal after compression. We also produce a preliminary evaluation of the algorithm against the state of the art algorithms for compressed sensing.
000000742 592__ $$aHEG-VS
000000742 592__ $$bInstitut Informatique de gestion
000000742 592__ $$cEconomie et Services
000000742 65017 $$aInformatique
000000742 655_7 $$afull paper
000000742 700__ $$aHofer, Thomas$$uUniversity of Applied Sciences and Arts Western Switzerland (HES-SO Valais-Wallis)
000000742 700__ $$aSchumacher, Michael$$uUniversity of Applied Sciences and Arts Western Switzerland (HES-SO Valais-Wallis)
000000742 700__ $$aBromuri, Stefano$$uUniversity of Applied Sciences and Arts Western Switzerland (HES-SO Valais-Wallis)
000000742 711__ $$aPersonal Health Systems for Chronic Diseases  (PHSCD)$$cIstanbul, Turkey$$d20/05/2015
000000742 773__ $$tProceedings of Workshop on Personal Health Systems for Chronic Diseases 2015
000000742 8564_ $$s411218$$uhttps://hesso.tind.io/record/742/files/hofer_compass_2015.pdf
000000742 8560_ $$fmelissa.paez@hesge.ch
000000742 909CO $$ooai:hesso.tind.io:742$$pGLOBAL_SET
000000742 906__ $$aNONE
000000742 950__ $$aI1
000000742 980__ $$aconference