Creating the feedback loop: closed-loop neurostimulation.
Adam O. Hebb,Jun Jason Zhang,Mohammad H. Mahoor,Christos Tsiokos,Charlie Matlack,Howard J. Chizeck,Nader Pouratian +6 more
Reads0
Chats0
TLDR
This review addresses advances to date of the technology per se, but of the strategies to apply neuronal signals to trigger or modulate stimulation systems.About:
This article is published in Neurosurgery Clinics of North America.The article was published on 2014-01-01 and is currently open access. It has received 94 citations till now. The article focuses on the topics: Brain stimulation & Deep brain stimulation.read more
Citations
More filters
Journal ArticleDOI
A review of level-set methods and some recent applications
TL;DR: This work discusses how to impose boundary conditions at irregular domains and free boundaries, as well as the extension of level-set methods to adaptive Cartesian grids and parallel architectures.
Journal ArticleDOI
Adaptive deep brain stimulation in a freely moving parkinsonian patient
Manuela Rosa,Mattia Arlotti,Gianluca Ardolino,Filippo Cogiamanian,Sara Marceglia,Alessio Di Fonzo,Francesca Cortese,Paolo Rampini,Alberto Priori +8 more
TL;DR: The future of deep brain stimulation (DBS) for Parkinson's disease (PD) lies in new closed‐loop systems that continuously supply the implanted stimulator with new settings obtained by analyzing a feedback signal related to the patient's current clinical condition.
Journal ArticleDOI
Advances in closed-loop deep brain stimulation devices
TL;DR: The promising clinical effects of open-loop DBS have been demonstrated, indicating DBS as a pioneer technology and treatment option to serve neurological patients, however, like other commercial devices, DBS needs to be automated and modernized.
Journal ArticleDOI
Neurostimulation Devices for the Treatment of Neurologic Disorders.
TL;DR: Electric stimulation technologies are evolving after remaining fairly stagnant for the past 30 years, moving toward potential closed-loop therapeutic control systems with the ability to deliver stimulation with higher spatial resolution to provide continuous customized neuromodulation for optimal clinical outcomes.
Journal ArticleDOI
Biomarkers for closed-loop deep brain stimulation in Parkinson disease and beyond.
Walid Bouthour,Walid Bouthour,Pierre Mégevand,Pierre Mégevand,John P. Donoghue,Christian Lüscher,Christian Lüscher,Niels Birbaumer,Paul Krack,Paul Krack,Paul Krack +10 more
TL;DR: It is argued that the success of closed-loop deep brain stimulation based on electrophysiological biomarkers in patients with Parkinson disease could inspire novel treatments for other neuropsychiatric disorders in which symptoms are driven by pathological activity in motor, cognitive and limbic brain networks.
References
More filters
Journal ArticleDOI
Support-Vector Networks
Corinna Cortes,Vladimir Vapnik +1 more
TL;DR: High generalization ability of support-vector networks utilizing polynomial input transformations is demonstrated and the performance of the support- vector network is compared to various classical learning algorithms that all took part in a benchmark study of Optical Character Recognition.
Book ChapterDOI
Text Categorization with Suport Vector Machines: Learning with Many Relevant Features
TL;DR: This paper explores the use of Support Vector Machines for learning text classifiers from examples and analyzes the particular properties of learning with text data and identifies why SVMs are appropriate for this task.
BookDOI
Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond
TL;DR: Learning with Kernels provides an introduction to SVMs and related kernel methods that provide all of the concepts necessary to enable a reader equipped with some basic mathematical knowledge to enter the world of machine learning using theoretically well-founded yet easy-to-use kernel algorithms.
Related Papers (5)
A Randomized Trial of Deep-Brain Stimulation for Parkinson's Disease
Günther Deuschl,Carmen Schade-Brittinger,Paul Krack,Jens Volkmann,Helmut Schäfer,Kai Bötzel,C. Daniels,Angela Deutschländer,Ulrich Dillmann,Wilhelm Eisner,Doreen Gruber,Wolfgang Hamel,Jan Herzog,Rüdiger Hilker,Stephan Klebe,Manja Kloss,J. Koy,Martin Krause,Andreas Kupsch,Delia Lorenz,Stefan Lorenzl,H. Maximilian Mehdorn,Jean Richard Moringlane,Wolfgang H. Oertel,Marcus O. Pinsker,Heinz Reichmann,Alexander Reuss,Gerd-Helge Schneider,Alfons Schnitzler,Ulrich Steude,Volker Sturm,Lars Timmermann,Volker M. Tronnier,Thomas Trottenberg,Lars Wojtecki,Elisabeth Wolf,Werner Poewe,Jürgen Voges +37 more
Neurostimulation for Parkinson's Disease with Early Motor Complications
W. M. M. Schuepbach,Jörn Rau,Karina Knudsen,Jens Volkmann,Paul Krack,Lars Timmermann,Thomas D. Hälbig,Helke Hesekamp,S. M. Navarro,Niklaus Meier,Daniela Falk,Maximilian Mehdorn,S. Paschen,Mohammad Maarouf,Michael T. Barbe,Gereon R. Fink,Andreas Kupsch,Doreen Gruber,G.-H. Schneider,Eric Seigneuret,Andrea Kistner,Patrick Chaynes,Fabienne Ory-Magne,C. Brefel Courbon,Jan Vesper,Alfons Schnitzler,Lars Wojtecki,Jean-Luc Houeto,Benoit Bataille,David Maltête,P. Damier,Sylvie Raoul,F. Sixel-Doering,D. Hellwig,Alireza Gharabaghi,Rejko Krüger,M. O. Pinsker,Florian Amtage,J. Regis,Tatiana Witjas,Stéphane Thobois,Patrick Mertens,Manja Kloss,Andreas Hartmann,Wolfgang H. Oertel,Bart Post,Hans Speelman,Yves Agid,Carmen Schade-Brittinger,Günther Deuschl +49 more