When telephone lines go down, or Internet connections are lost, our communities temporarily come to a halt. What if something similar were found to be happening in Parkinson's? This is the focus of Dr. Schmitz and her team at the PDF Research Center at Columbia University Medical Center.
PDF Grant Programs
Are you interested in furthering Parkinson's science? View PDF's open grant programs.
EMG signal morphology in essential tremor and Parkinson's disease.
PDF's targeted PubMed search provides you with access to journal articles from the last 90 days that may be pertinent to Parkinson's disease research.
Not what you're looking for? Do you need informational publications about Parkinson's targeted for people living with Parkinson's, caregivers and family members? Please browse PDF's educational materials and programs - which are all available electronically or in print. Order for yourself, a loved one or in bulk for your patients or support group.
Conf Proc IEEE Eng Med Biol Soc 2013 Jul; 2013:5765-8
Authors: V Ruonala, A Meigal, S M Rissanen, O Airaksinen, M Kankaanpaa, P A Karjalainen
The aim of this work was to differentiate patients with essential tremor from patients with Parkinson's disease. The electromyographic signal from the biceps brachii muscle was measured during isometric tension from 17 patients with essential tremor, 35 patients with Parkinson's disease, and 40 healthy controls. The EMG signals were high pass filtered and divided to smaller segments from which histograms were calculated using 200 histogram bins. EMG signal histogram shape was analysed with a feature dimension reduction method, the principal component analysis, and the shape parameters were used to differentiate between different patient groups. The height of the histogram and the side difference between left and right hand were the best discriminators between essential tremor and Parkinson's disease groups. With this method, it was possible to discriminate 13/17 patients with essential tremor from 26/35 patients with Parkinson's disease and 14/17 patients with essential tremor from 29/40 healthy controls.
PMID: 24111048 [PubMed - as supplied by publisher]