A Bio-feedback Training and Evaluation System for Directional Control of Pinch Force

Hand function recovery is an urgent demand in stroke patients. Pinch with the thumb and index finger is a fundamental form for object manipulation and thus plays a key role in dexterous hand function. To improve the post-stroke hand function, particularly the pinch force control, with low-cost, easy-to-use and customer-friendly training devices would be a desirable direction for hand rehabilitation. This study aimed to develop a novel bio-feedback system integrating both training and evaluation of the directional control of pinch forces. The system included both hardware and software. The effects of the bio-feedback system were examined through an experiment. Twenty-six healthy subjects participated in the experiment. Each subject performed low-level precision pinch with their thumb and index finger for two training sessions and three evaluation sessions. Two visual conditions (with vs. without visual feedbacks) and the two digits (thumb vs. index finger) were considered. Detrended fluctuation analysis (DFA), standard deviation (SD) and the shear to normal force ratio rsn were employed to evaluate the directional control of pinch force. Results validate the effectiveness of the bio-feedback system, which may provide a novel solution for rehabilitation of hand function.

[1]  Derek G. Kamper,et al.  Altered digit force direction during pinch grip following stroke , 2010, Experimental Brain Research.

[2]  Eugene Tunik,et al.  Early versus delayed VR-based hand training in persons with acute stroke , 2017, 2017 International Conference on Virtual Rehabilitation (ICVR).

[3]  R. S. Johansson,et al.  Roles of glabrous skin receptors and sensorimotor memory in automatic control of precision grip when lifting rougher or more slippery objects , 2004, Experimental Brain Research.

[4]  D. Nowak,et al.  Grip force control during object manipulation in cerebral stroke , 2003, Clinical Neurophysiology.

[5]  Allan M Smith,et al.  The effects of digital anesthesia on force control using a precision grip. , 2003, Journal of neurophysiology.

[6]  D. Gravel,et al.  Maximal grip force in chronic stroke subjects and its relationship to global upper extremity function , 1999, Clinical rehabilitation.

[7]  Li-Chieh Kuo,et al.  Impacts of Sensation, Perception, and Motor Abilities of the Ipsilesional Upper Limb on Hand Functions in Unilateral Stroke: Quantifications From Biomechanical and Functional Perspectives , 2018, PM & R : the journal of injury, function, and rehabilitation.

[8]  Na Wei,et al.  Effects of Tactile Sensitivity on Structural Variability of Digit Forces during Stable Precision Grip , 2016, BioMed research international.

[9]  Max A. Little,et al.  Nonlinear, Biophysically-Informed Speech Pathology Detection , 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings.

[10]  H. Stanley,et al.  Quantification of scaling exponents and crossover phenomena in nonstationary heartbeat time series. , 1995, Chaos.

[11]  Peter J. Evans,et al.  Carpal tunnel syndrome impairs sustained precision pinch performance , 2015, Clinical Neurophysiology.

[12]  Dominic Thewlis,et al.  Coordination of digit force variability during dominant and non-dominant sustained precision pinch , 2015, Experimental Brain Research.

[13]  Thomas A Matyas,et al.  Grip force regulation during pinch grip lifts under somatosensory guidance: comparison between people with stroke and healthy controls. , 2006, Archives of physical medicine and rehabilitation.

[14]  S. Swinnen,et al.  Coordination of upper and lower limb segments: deficits on the ipsilesional side after unilateral stroke , 2001, Experimental Brain Research.

[15]  T. Olsen,et al.  Compensation in recovery of upper extremity function after stroke: the Copenhagen Stroke Study. , 1994, Archives of physical medicine and rehabilitation.

[16]  D. Wade,et al.  Loss of arm function after stroke: measurement, frequency, and recovery. , 1986, International rehabilitation medicine.

[17]  William Z Rymer,et al.  Use of visual force feedback to improve digit force direction during pinch grip in persons with stroke: a pilot study. , 2011, Archives of physical medicine and rehabilitation.

[18]  Ke Li,et al.  Removal of visual feedback lowers structural variability of inter-digit force coordination during sustained precision pinch , 2013, Neuroscience Letters.