Observatorio de I+D+i UPM

Memorias de investigación
Research Publications in journals:
Behavior Analysis through Multimodal Sensing for Care of Parkinson's and Alzheimer's Patients
Year:2018
Research Areas
  • Engineering,
  • Electronic technology and of the communications
Information
Abstract
The analysis of multimodal data collected by innovative imaging sensors, Internet of Things devices, and user interactions can provide smart and automatic distant monitoring of Parkinsons and Alzheimers patients and reveal valuable insights for early detection and/or prevention of events related to their health. This article describes a novel system that involves data capturing and multimodal fusion to extract relevant features, analyze data, and provide useful recommendations. The system gathers signals from diverse sources in health monitoring environments, understands the user behavior and context, and triggers proper actions for improving the patients quality of life. The system offers a multimodal, multi-patient, versatile approach not present in current developments. It also offers comparable or improved results for detection of abnormal behavior in daily motion. The system was implemented and tested during 10 weeks in real environments involving 18 patients.
International
Si
JCR
Si
Title
Ieee Multimedia
ISBN
1070-986X
Impact factor JCR
1,898
Impact info
Datos JCR del año 2017
Volume
10.1109/MMUL.2018.011921232
Journal number
From page
14
To page
25
Month
SIN MES
Ranking
Participants
  • Autor: Federico Alvarez Garcia (UPM)
  • Autor: MIRELA POPA (Maastritch University)
  • Autor: Vassilis Solachidis (CERTH)
  • Autor: Gustavo Adolfo Hernández Peñaloza (UPM)
  • Autor: Alberto Belmonte Hernandez (UPM)
  • Autor: Nicholas Vretos (CERTH)
  • Autor: Stylianos Asteriadis (Maastritcht University)
  • Autor: Dario Dotti (Maastritch University)
  • Autor: Petros Daras (CERTH)
Research Group, Departaments and Institutes related
  • Creador: Grupo de Investigación: Grupo de Aplicación de Telecomunicaciones Visuales (G@TV)
  • Departamento: Señales, Sistemas y Radiocomunicaciones
S2i 2020 Observatorio de investigación @ UPM con la colaboración del Consejo Social UPM
Cofinanciación del MINECO en el marco del Programa INNCIDE 2011 (OTR-2011-0236)
Cofinanciación del MINECO en el marco del Programa INNPACTO (IPT-020000-2010-22)