First steps in adaptation of an evidential network for data fusion in the framework of medical remote monitoring.
Annu Int Conf IEEE Eng Med Biol Soc
; 2012: 2044-7, 2012.
Article
em En
| MEDLINE
| ID: mdl-23366321
ABSTRACT
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.
Texto completo:
1
Coleções:
01-internacional
Base de dados:
MEDLINE
Assunto principal:
Acidentes por Quedas
/
Algoritmos
/
Inteligência Artificial
/
Telemedicina
/
Monitorização Ambulatorial
/
Actigrafia
/
Mineração de Dados
Tipo de estudo:
Prognostic_studies
Limite:
Humans
Idioma:
En
Ano de publicação:
2012
Tipo de documento:
Article