Observatorio de I+D+i UPM

Memorias de investigación
Ponencias en congresos:
Automatic Assessment of Bradykinesia in PD patients
Áreas de investigación
  • Telemedicina
Technology could become an affordable alternative for PD?s patients? treatment. In this context the PERFORM system provides an innovative tool, able to evaluate and monitor patients suffering from motor neurodegenerative diseases. It is composed by a network of wireless sensors located on the limbs, trunk and waist of the patient. Daily, the system provides the neurologists with a profile of the patient status based on the automatic assessment of the PD symptoms (Bradykinesia, Gait, FoG, Dyskinesia, Tremor and Akinesia) combined with information about the medication and food intake. Bradykinesia is one of the characteristic symptoms of the OFF stage of the PD fluctuation, therefore the PERFORM system includes a specific algorithm developed for its automatic assessment. Sixty PD?s patients were selected (15 women and 45 men with an age between 52 and 79 years old, mean 62.77± 6.5 years) for the training phase of the algorithm. Moreover, 6 patients from University Clinic of Navarra (Spain) were selected (2 women and 4 men with an age between 63 and 68 years old, mean 64.63±2.25 years) to test the developed algorithm. The match score between the output of the system and the subjective evaluation of the clinicians, both expressed according to the UPDRS scale, presents an average value of [74.4±14.9]%. The results obtained so far are satisfactory. In order to achieve higher accuracy, a larger sample of patients should be used and the classification method needs to be personalized to avoid the large variability and the unpredictability of the movement.
Nombre congreso
IX World Congress on Parkinson's Disease and Related Disorders
Tipo de participación
Lugar del congreso
Shanghai. China
Fecha inicio congreso
Fecha fin congreso
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Título de las actas
Abstracts of WFN XIX World Congress on Parkinson's Disease and Related Disorders
Esta actividad pertenece a memorias de investigación
  • Autor: Matteo Pastorino . (UPM)
  • Autor: Jorge Cancela Gonzalez (UPM)
  • Autor: Laura Pastor Sanz (UPM)
  • Autor: Maria Teresa Arredondo Waldmeyer (UPM)
  • Autor: Jose Antonio Martin Pereda (UPM)
  • Autor: Federico Villagra (Universidad de Navarra)
  • Autor: Maria Pastor (Universidad de Navarra)
Grupos de investigación, Departamentos, Centros e Institutos de I+D+i relacionados
  • Creador: Grupo de Investigación: Life Supporting Technologies (Tecnologías de Apoyo a la Vida)
  • Centro o Instituto I+D+i: Centro de tecnología Biomédica CTB
  • Departamento: Tecnología Fotónica y Bioingeniería
S2i 2023 Observatorio de investigación @ UPM con la colaboración del Consejo Social UPM
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