TY - JOUR
T1 - Online tremor suppression using electromyography and low-level electrical stimulation
AU - Dosen, Strahinja
AU - Muceli, Silvia
AU - Dideriksen, Jakob Lund
AU - Romero, Juan Pablo
AU - Rocon, Eduardo
AU - Pons, Jose
AU - Farina, Dario
PY - 2015/5/1
Y1 - 2015/5/1
N2 - Tremor is one of the most prevalent movement disorders. There is a large proportion of patients (around 25%) in whom current treatments do not attain a significant tremor reduction. This paper proposes a tremor suppression strategy that detects tremor from the electromyographic signals of the muscles from which tremor originates and counteracts it by delivering electrical stimulation to the antagonist muscles in an out of phase manner. The detection was based on the iterative Hilbert transform and stimulation was delivered above the motor threshold (motor stimulation) and below the motor threshold (sensory stimulation). The system was tested on six patients with predominant wrist flexion/extension tremor (four with Parkinson disease and two with Essential tremor) and led to an average tremor reduction in the range of 46%-81% and 35%-48% across five patients when using the motor and sensory stimulation, respectively. In one patient, the system did not attenuate tremor. These results demonstrate that tremor attenuation might be achieved by delivering electrical stimulation below the motor threshold, preventing muscle fatigue and discomfort for the patients, which sets the basis for the development of an alternative treatment for tremor.
AB - Tremor is one of the most prevalent movement disorders. There is a large proportion of patients (around 25%) in whom current treatments do not attain a significant tremor reduction. This paper proposes a tremor suppression strategy that detects tremor from the electromyographic signals of the muscles from which tremor originates and counteracts it by delivering electrical stimulation to the antagonist muscles in an out of phase manner. The detection was based on the iterative Hilbert transform and stimulation was delivered above the motor threshold (motor stimulation) and below the motor threshold (sensory stimulation). The system was tested on six patients with predominant wrist flexion/extension tremor (four with Parkinson disease and two with Essential tremor) and led to an average tremor reduction in the range of 46%-81% and 35%-48% across five patients when using the motor and sensory stimulation, respectively. In one patient, the system did not attenuate tremor. These results demonstrate that tremor attenuation might be achieved by delivering electrical stimulation below the motor threshold, preventing muscle fatigue and discomfort for the patients, which sets the basis for the development of an alternative treatment for tremor.
KW - Afferent stimulation
KW - Electrical stimulation
KW - Neuromodulation
KW - Tremor demodulation
KW - Tremor suppression
UR - http://www.scopus.com/inward/record.url?scp=84929309739&partnerID=8YFLogxK
U2 - 10.1109/TNSRE.2014.2328296
DO - 10.1109/TNSRE.2014.2328296
M3 - Journal article
C2 - 25051555
AN - SCOPUS:84929309739
VL - 23
SP - 385
EP - 395
JO - I E E E Transactions on Neural Systems and Rehabilitation Engineering
JF - I E E E Transactions on Neural Systems and Rehabilitation Engineering
SN - 1534-4320
IS - 3
M1 - 6856155
ER -