DocumentCode :
47688
Title :
A Flexible Platform for Biofeedback-Driven Control and Personalization of Electrical Nerve Stimulation Therapy
Author :
Ward, Matthew P. ; Qing, Kurt Y. ; Otto, Kevin J. ; Worth, Robert M. ; John, Simon W. M. ; Irazoqui, Pedro P.
Author_Institution :
Dept. of Biomed. Eng., Purdue Univ., West Lafayette, IN, USA
Volume :
23
Issue :
3
fYear :
2015
fDate :
May-15
Firstpage :
475
Lastpage :
484
Abstract :
Electrical vagus nerve stimulation is a treatment alternative for many epileptic and depressed patients whose symptoms are not well managed with pharmaceutical therapy. However, the fixed stimulus, open loop dosing mechanism limits its efficacy and precludes major advances in the quality of therapy. A real-time, responsive form of vagus nerve stimulation is needed to control nerve activation according to therapeutic need. This personalized approach to therapy will improve efficacy and reduce the number and severity of side effects. We present autonomous neural control, a responsive, biofeedback-driven approach that uses the degree of measured nerve activation to control stimulus delivery. We demonstrate autonomous neural control in rats, showing that it rapidly learns how to most efficiently activate any desired proportion of vagal A, B, and/or C fibers over time. This system will maximize efficacy by minimizing patient response variability and by minimizing therapeutic failures resulting from longitudinal decreases in nerve activation with increasing durations of treatment. The value of autonomous neural control equally applies to other applications of electrical nerve stimulation.
Keywords :
bioelectric phenomena; feedback; learning (artificial intelligence); medical control systems; medical disorders; neurophysiology; patient treatment; prosthetics; psychology; real-time systems; alternative treatment; autonomous neural control; autonomous rat neural control; depressed patient treatment; depression symptom; efficient vagal fiber activation; electrical nerve stimulation application; electrical nerve stimulation therapy personalization; electrical vagus nerve stimulation; epilepsy symptom; epileptic patient treatment; fixed stimulus; flexible platform; longitudinal nerve activation reduction; nerve activation control; nerve activation measurement; open loop dosing mechanism; patient response variability minimization; personalized therapy; pharmaceutical therapy; rapid learning; real-time vagus nerve stimulation; responsive biofeedback-driven control platform; responsive vagus nerve stimulation; side effect number reduction; side effect severity reduction; stimulus delivery control; therapeutic failure minimization; therapeutic need; therapy quality; treatment duration; treatment efficacy; vagal A fiber proportion activation; vagal B fiber proportion activation; vagal C fiber proportion activation; Educational institutions; Electrodes; Neurons; Optical fiber devices; Surgery; Biofeedback; electrical stimulation; neural control; neuroprosthesis;
fLanguage :
English
Journal_Title :
Neural Systems and Rehabilitation Engineering, IEEE Transactions on
Publisher :
ieee
ISSN :
1534-4320
Type :
jour
DOI :
10.1109/TNSRE.2014.2351271
Filename :
6884815
Link To Document :
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