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Communication Dans Un Congrès EMBC' 12 : 34th Annual International Conference of the IEEE Engineering in Medicine & Biology Society Année : 2012

First steps in adaptation of an evidential network for data fusion in the framework of medical remote monitoring

Jérôme Boudy

Résumé

This paper presents a medical remote monitoring application which aims at detecting falls. The detection system is based on three modalities: a wearable sensor, infrared sensors and a sound analysis module. The sound analysis is presented briefly. The multimodal fusion is made using the Dempster Schaffer theory through Evidential Network. A first evaluation of the use of data mining techniques in order to extract blindly data representatives is proposed. These representatives are used to continuously increase the system performances. The system is evaluated on a local recorded data base.
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Dates et versions

hal-00840776 , version 1 (03-07-2013)

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Paulo Armando Cavalcante Aguilar, Mohamed El Amine Sehili, Michel Herbin, Dan Istrate, Frédéric Blanchard, et al.. First steps in adaptation of an evidential network for data fusion in the framework of medical remote monitoring. EMBC' 12 : 34th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, Aug 2012, San Diego, United States. pp.2044-2047, ⟨10.1109/EMBC.2012.6346360⟩. ⟨hal-00840776⟩
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