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Memorias de investigación
Ponencias en congresos:
Monitoring Parkinson's Disease from Phonation Improvement by Log Likelihood Ratios
Año:2015
Áreas de investigación
  • Biomedicina,
  • Ciencias de la computación y tecnología informática
Datos
Descripción
Parkinson's Disease (PD), contrary to other neurodegenerative diseases, supports certain treatments which can improve patients' conditions or at least mitigate disease effects. Treatments, either pharmacological, surgical or rehabilitative need longitudinal monitoring of patients to assess the progression or regression of thier condition, to optimize resources and benefits. As it is well known, PD leaves important marks in phonation, thus correlates obtained from spoken recordings taken at periodic intervals may be used in longitudinal monitoring of PD. The most preferred correlates are mel-cepstral coefficients, distortion features (jitter, shimmer, HNR, PPE, etc.), tremor indicators, or biomechanical coefficients. Feature templates estimated from each periodic evaluation have to be compared to establish potential progression or regression. The present work is devoted to propose a comparison framework based on Log Likelihood Ratios. This methodology shows to be very sensitive and allows a three-band based comparison: pre-treatment status vs post-treatment status in reference to a control subject or to a control population. Results from a database of eight male patients recorded weekly during a month are shown with comments regarding their severity condition. The conclusions derived show that several distortion, biomechanical and tremor features are quite relevant in monitoring PD phonation.
Internacional
Si
Nombre congreso
4th International Work Conference on Bioinspired Intelligence (IWOBI), 2015
Tipo de participación
960
Lugar del congreso
Revisores
Si
ISBN o ISSN
978-1-4673-7846-8
DOI
Fecha inicio congreso
10/06/2015
Fecha fin congreso
12/06/2015
Desde la página
105
Hasta la página
110
Título de las actas
Proceedings of the 4th International Work Conference on Bioinspired Intelligence (IWOBI), 2015
Esta actividad pertenece a memorias de investigación
Participantes
  • Autor: Pedro Gomez Vilda (UPM)
  • Autor: Agustin Alvarez Marquina (UPM)
  • Autor: M. Victoria Rodellar Biarge (UPM)
  • Autor: Victor Nieto Lluis (UPM)
  • Autor: Rafael Martinez Olalla (UPM)
  • Autor: Carlos Alfredo Lázaro Carrascosa (Universidad Rey Juan Carlos I)
Grupos de investigación, Departamentos, Centros e Institutos de I+D+i relacionados
  • Creador: Grupo de Investigación: Informática Aplicada al Procesado de Señal e Imagen
  • Centro o Instituto I+D+i: Centro de tecnología Biomédica CTB
  • Departamento: Arquitectura y Tecnología de Sistemas Informáticos
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