Model-Based Comparison of Deep Brain Stimulation Array Functionality with Varying Number of Radial Electrodes and Machine Learning Feature Sets
暂无分享,去创建一个
[1] S. Cogan. Neural stimulation and recording electrodes. , 2008, Annual review of biomedical engineering.
[2] J. D. Munck,et al. The electric resistivity of human tissues (100 Hz-10 MHz): a meta-analysis of review studies. , 1999, Physiological measurement.
[3] Matthew D. Johnson,et al. Computational modeling of pedunculopontine nucleus deep brain stimulation , 2013, Journal of neural engineering.
[4] P. Brown,et al. Annals of the New York Academy of Sciences What Brain Signals Are Suitable for Feedback Control of Deep Brain Stimulation in Parkinson's Disease? , 2022 .
[5] Matthew D. Johnson,et al. Current-controlled deep brain stimulation reduces in vivo voltage fluctuations observed during voltage-controlled stimulation , 2010, Clinical Neurophysiology.
[6] Ursula van Rienen,et al. Influence of Uncertainties in the Material Properties of Brain Tissue on the Probabilistic Volume of Tissue Activated , 2013, IEEE Transactions on Biomedical Engineering.
[7] P. Dallos. The active cochlea , 1992, The Journal of neuroscience : the official journal of the Society for Neuroscience.
[8] Andrew Willsie,et al. Fabrication and initial testing of the μDBS: a novel Deep Brain Stimulation electrode with thousands of individually controllable contacts , 2015, Biomedical microdevices.
[9] Andrew A. Marino,et al. ELECTRICAL STIMULATION OF , 2005 .
[10] Lucas H M Mens,et al. Current Steering and Current Focusing in Cochlear Implants: Comparison of Monopolar, Tripolar, and Virtual Channel Electrode Configurations , 2008, Ear and hearing.
[11] David Tsai,et al. Current steering in retinal stimulation via a quasimonopolar stimulation paradigm. , 2013, Investigative ophthalmology & visual science.
[12] B. Hu,et al. Axonal and somatic filtering of antidromically evoked cortical excitation by simulated deep brain stimulation in rat brain , 2007, The Journal of physiology.
[13] A. Lozano,et al. Directional deep brain stimulation: an intraoperative double-blind pilot study. , 2014, Brain : a journal of neurology.
[14] M. F. Contarino,et al. Directional Recording of Subthalamic Spectral Power Densities in Parkinson's Disease and the Effect of Steering Deep Brain Stimulation , 2015, Brain Stimulation.
[15] W. Lierse. Functional Anatomy of the Thalamus , 1993 .
[16] Sagar Naik,et al. Influences of Interpolation Error, Electrode Geometry, and the Electrode–Tissue Interface on Models of Electric Fields Produced by Deep Brain Stimulation , 2014, IEEE Transactions on Biomedical Engineering.
[17] Leo Breiman,et al. Random Forests , 2001, Machine Learning.
[18] C. McIntyre,et al. Cellular effects of deep brain stimulation: model-based analysis of activation and inhibition. , 2004, Journal of neurophysiology.
[19] Jaimie M. Henderson,et al. Patient-specific analysis of the volume of tissue activated during deep brain stimulation , 2007, NeuroImage.
[20] C. McIntyre,et al. Current steering to control the volume of tissue activated during deep brain stimulation , 2008, Brain Stimulation.
[21] Leonid M. Litvak,et al. Current focusing and steering: Modeling, physiology, and psychophysics , 2008, Hearing Research.
[22] Mark Downing,et al. Current Steering Creates Additional Pitch Percepts in Adult Cochlear Implant Recipients , 2007, Otology & neurotology : official publication of the American Otological Society, American Neurotology Society [and] European Academy of Otology and Neurotology.
[23] R. Wennberg,et al. Memory enhancement induced by hypothalamic/fornix deep brain stimulation , 2008, Annals of neurology.
[24] Rasmus Nyholm Jørgensen,et al. Seedling Discrimination with Shape Features Derived from a Distance Transform , 2013, Sensors.
[25] Daryl R. Kipke,et al. A Novel Lead Design for Modulation and Sensing of Deep Brain Structures , 2016, IEEE Transactions on Biomedical Engineering.
[26] W. Grill,et al. Electrical properties of implant encapsulation tissue , 2006, Annals of Biomedical Engineering.
[27] Lars Timmermann,et al. Multiple source current steering--a novel deep brain stimulation concept for customized programming in a Parkinson's disease patient. , 2014, Parkinsonism & related disorders.
[28] Allison T. Connolly,et al. Computational modeling of an endovascular approach to deep brain stimulation , 2014, Journal of neural engineering.
[29] Daniel R. Merrill,et al. Electrical stimulation of excitable tissue: design of efficacious and safe protocols , 2005, Journal of Neuroscience Methods.
[30] David G. Lowe,et al. Object recognition from local scale-invariant features , 1999, Proceedings of the Seventh IEEE International Conference on Computer Vision.
[31] Ursula van Rienen,et al. Modeling the Field Distribution in Deep Brain Stimulation: The Influence of Anisotropy of Brain Tissue , 2012, IEEE Transactions on Biomedical Engineering.
[32] Patricia Limousin,et al. Deep brain stimulation for Parkinson's disease: Surgical issues , 2006, Movement disorders : official journal of the Movement Disorder Society.
[33] Warren M Grill,et al. Evaluation of high-perimeter electrode designs for deep brain stimulation , 2014, Journal of neural engineering.
[34] Matthew D. Johnson,et al. Theoretical Optimization of Stimulation Strategies for a Directionally Segmented Deep Brain Stimulation Electrode Array , 2016, IEEE Transactions on Biomedical Engineering.
[35] D.B. McCreery,et al. Charge density and charge per phase as cofactors in neural injury induced by electrical stimulation , 1990, IEEE Transactions on Biomedical Engineering.
[36] W A Wesselink,et al. Clinical evaluation of paresthesia steering with a new system for spinal cord stimulation. , 1998, Neurosurgery.
[37] C. McIntyre,et al. Tissue and electrode capacitance reduce neural activation volumes during deep brain stimulation , 2005, Clinical Neurophysiology.
[38] Justin K. Rajendra,et al. Defining Critical White Matter Pathways Mediating Successful Subcallosal Cingulate Deep Brain Stimulation for Treatment-Resistant Depression , 2014, Biological Psychiatry.
[39] Michael D Joseph,et al. Poly(3,4-ethylenedioxythiophene) (PEDOT) polymer coatings facilitate smaller neural recording electrodes , 2011, Journal of neural engineering.
[40] Ljubomir Manola,et al. Theoretical Investigation Into Longitudinal Cathodal Field Steering in Spinal Cord Stimulation , 2007, Neuromodulation : journal of the International Neuromodulation Society.
[41] Detang Lu,et al. Microfluidic analysis of pressure drop and flow behavior in hypertensive micro vessels , 2015, Biomedical microdevices.
[42] Matthew D. Johnson,et al. Quantifying the neural elements activated and inhibited by globus pallidus deep brain stimulation. , 2008, Journal of neurophysiology.
[43] Michael S Okun,et al. Three-Year Outcomes in Deep Brain Stimulation for Highly Resistant Obsessive–Compulsive Disorder , 2006, Neuropsychopharmacology.
[44] R. W. Lau,et al. The dielectric properties of biological tissues: III. Parametric models for the dielectric spectrum of tissues. , 1996, Physics in medicine and biology.
[45] S.F. Cogan,et al. Sputtered iridium oxide films (SIROFs) for low-impedance neural stimulation and recording electrodes , 2004, The 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.
[46] James D. Weiland,et al. In vitro electrical properties for iridium oxide versus titanium nitride stimulating electrodes , 2002, IEEE Transactions on Biomedical Engineering.
[47] Nicholas T. Carnevale,et al. The NEURON Simulation Environment , 1997, Neural Computation.
[48] Daryl R Kipke,et al. Complex impedance spectroscopy for monitoring tissue responses to inserted neural implants , 2007, Journal of neural engineering.
[49] Allison T. Connolly,et al. Deep Brain Stimulation Imposes Complex Informational Lesions , 2013, PloS one.
[50] Cameron C. McIntyre,et al. Current steering to activate targeted neural pathways during deep brain stimulation of the subthalamic region , 2012, Brain Stimulation.
[51] J. Vitek,et al. Stimulation of the Subthalamic Nucleus Changes the Firing Pattern of Pallidal Neurons , 2003, The Journal of Neuroscience.
[52] Chris E. Williams,et al. Virtual electrodes by current steering in retinal prostheses. , 2014, Investigative ophthalmology & visual science.
[53] Alexander Medvedev,et al. Target coverage and selectivity in field steering brain stimulation , 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.
[54] Nada Yousif,et al. Investigating the depth electrode–brain interface in deep brain stimulation using finite element models with graded complexity in structure and solution , 2009, Journal of Neuroscience Methods.
[55] J. Volkmann,et al. Basic algorithms for the programming of deep brain stimulation in Parkinson's disease , 2006, Movement disorders : official journal of the Movement Disorder Society.
[56] Warren M Grill,et al. Impedance characteristics of deep brain stimulation electrodes in vitro and in vivo , 2009, Journal of neural engineering.
[57] A. Benabid,et al. Pyramidal tract side effects induced by deep brain stimulation of the subthalamic nucleus , 2007, Journal of Neurology, Neurosurgery, and Psychiatry.
[58] Paul Yager,et al. Subject-specific computational modeling of DBS in the PPTg area , 2015, Front. Comput. Neurosci..
[59] Blake S Wilson,et al. Cochlear implants: current designs and future possibilities. , 2008, Journal of rehabilitation research and development.
[60] C. McIntyre,et al. Artificial neural network based characterization of the volume of tissue activated during deep brain stimulation , 2013, Journal of neural engineering.
[61] C Gabriel,et al. The dielectric properties of biological tissues: I. Literature survey. , 1996, Physics in medicine and biology.
[62] Erwin B. Montgomery,et al. Deep Brain Stimulation Programming: Principles and Practice , 2010 .
[63] Gereon R. Fink,et al. Individualized current-shaping reduces DBS-induced dysarthria in patients with essential tremor , 2014, Neurology.
[64] Mohammad Wahid Ansari,et al. The legal status of in vitro embryos , 2014 .
[65] X.L. Chen,et al. Deep Brain Stimulation , 2013, Interventional Neurology.
[66] Daryl R. Kipke,et al. Voltage pulses change neural interface properties and improve unit recordings with chronically implanted microelectrodes , 2006, IEEE Transactions on Biomedical Engineering.
[67] Xuefeng F. Wei,et al. Current density distributions, field distributions and impedance analysis of segmented deep brain stimulation electrodes , 2005, Journal of neural engineering.
[68] Matthew D. Johnson,et al. In vivo impedance spectroscopy of deep brain stimulation electrodes , 2009, Journal of neural engineering.
[69] S. Tisch,et al. Deep brain stimulation in the posterior subthalamic area in the treatment of essential tremor , 2010, Movement disorders : official journal of the Movement Disorder Society.
[70] Warren M. Grill,et al. High efficiency electrodes for deep brain stimulation , 2009, 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.
[71] Ming-Kuei Hu,et al. Visual pattern recognition by moment invariants , 1962, IRE Trans. Inf. Theory.
[72] Xiliang Luo,et al. Highly stable carbon nanotube doped poly(3,4-ethylenedioxythiophene) for chronic neural stimulation. , 2011, Biomaterials.
[73] Yann Guermeur,et al. MSVMpack: A Multi-Class Support Vector Machine Package , 2011, J. Mach. Learn. Res..
[74] B. Doiron,et al. Axonal and synaptic failure suppress the transfer of firing rate oscillations, synchrony and information during high frequency deep brain stimulation , 2014, Neurobiology of Disease.
[75] Matthew D. Johnson,et al. Neural targets for relieving parkinsonian rigidity and bradykinesia with pallidal deep brain stimulation. , 2012, Journal of neurophysiology.
[76] Warren M. Grill,et al. Selection of stimulus parameters for deep brain stimulation , 2004, Clinical Neurophysiology.
[77] G. Friehs,et al. Three-Year Outcomes in Deep Brain Stimulation for Highly Resistant Obsessive–Compulsive Disorder , 2006, Neuropsychopharmacology.
[78] C. McIntyre,et al. Reversing cognitive-motor impairments in Parkinson's disease patients using a computational modelling approach to deep brain stimulation programming. , 2010, Brain : a journal of neurology.
[79] M. Herrero,et al. Functional anatomy of thalamus and basal ganglia , 2002, Child’s Nervous System.
[80] D. Debanne. Information processing in the axon , 2004, Nature Reviews Neuroscience.
[81] C. McIntyre,et al. Patient-specific models of deep brain stimulation: Influence of field model complexity on neural activation predictions , 2010, Brain Stimulation.
[82] J. B. Ranck,et al. Specific impedance of rabbit cerebral cortex. , 1963, Experimental neurology.
[83] Masaaki Hori,et al. Axon Diameter and Intra-Axonal Volume Fraction of the Corticospinal Tract in Idiopathic Normal Pressure Hydrocephalus Measured by Q-Space Imaging , 2014, PloS one.
[84] D. Kipke,et al. Repeated voltage biasing improves unit recordings by reducing resistive tissue impedances , 2005, IEEE Transactions on Neural Systems and Rehabilitation Engineering.
[85] D. Hegarty,et al. Spinal Cord Stimulation: The Clinical Application of New Technology , 2011, Anesthesiology research and practice.
[86] Lorenz M. Hofmann,et al. Modeling of a Segmented Electrode for Desynchronizing Deep Brain Stimulation , 2011, Front. Neuroeng..
[87] Rens Verhagen,et al. Directional steering , 2014, Neurology.
[88] Matthew D. Johnson,et al. Spatial steering of deep brain stimulation volumes using a novel lead design , 2011, Clinical Neurophysiology.
[89] Aviva Abosch,et al. Improved spatial targeting with directionally segmented deep brain stimulation leads for treating essential tremor , 2012, Journal of neural engineering.