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Predicting optimal deep brain stimulation parameters for Parkinson’s disease using functional MRI and machine learning

Nature communications, 2021-05, Vol.12 (1), p.3043-3043, Article 3043

2021

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Probing responses to deep brain stimulation with functional magnetic resonance imaging

Brain stimulation, 2022-05, Vol.15 (3), p.683-694

2022

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Spatiotemporal Dynamics Underlying Object Completion in Human Ventral Visual Cortex

Neuron (Cambridge, Mass.), 2014-08, Vol.83 (3), p.736-748

2014

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Improved Resting-State Functional MRI Using Multi-Echo Echo-Planar Imaging on a Compact 3T MRI Scanner with High-Performance Gradients

Sensors (Basel, Switzerland), 2023-04, Vol.23 (9), p.4329

2023

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Deep Learning and fMRI-Based Pipeline for Optimization of Deep Brain Stimulation During Parkinson's Disease Treatment: Toward Rapid Semi-Automated Stimulation Optimization

IEEE journal of translational engineering in health and medicine, 2024, Vol.12, p.589-599

2024

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Plasticity of recurring spatiotemporal activity patterns in cortical networks

Physical biology, 2007-10, Vol.4 (3), p.181-193

2007

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Probabilistic Mapping of Deep Brain Stimulation: Insights from 15 Years of Therapy

Annals of neurology, 2021-03, Vol.89 (3), p.426-443

2021

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Synthesis of Behavioral Health Outcomes in Mild Traumatic Brain Injury Using Principal Component Analysis (4515)

Neurology, 2021-04, Vol.96 (15_supplement)

2021

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On the (Non‐)equivalency of monopolar and bipolar settings for deep brain stimulation fMRI studies of Parkinson's disease patients

Journal of magnetic resonance imaging, 2019-06, Vol.49 (6), p.1736-1749

2019

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Longitudinal Resting State Functional Connectivity Predicts Clinical Outcome in Mild Traumatic Brain Injury

Journal of neurotrauma, 2019-03, Vol.36 (5), p.650-660

2019

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Controlling Bursting in Cortical Cultures with Closed-Loop Multi-Electrode Stimulation

The Journal of neuroscience, 2005-01, Vol.25 (3), p.680-688

2005

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EKG‐based detection of deep brain stimulation in fMRI studies

Magnetic resonance in medicine, 2018-04, Vol.79 (4), p.2432-2439

2018

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Use of Functional MRI to Assess Effects of Deep Brain Stimulation Frequency Changes on Brain Activation in Parkinson Disease

Neurosurgery, 2021-02, Vol.88 (2), p.356-365

2021

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Functional MRI Signature of Chronic Pain Relief From Deep Brain Stimulation in Parkinson Disease Patients

Neurosurgery, 2019-12, Vol.85 (6), p.E1043-E1049

2019

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Use of Functional MRI to Assess Effects of Deep Brain Stimulation Frequency Changes on Brain Activation in Parkinson Disease

Neurosurgery, 2021-12, Vol.89 (Supplement_2), p.S91-S91

2021

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Use of Functional Magnetic Resonance Imaging to Assess Effects of Deep Brain Stimulation Frequency Changes on Brain Activation in Parkinson Disease

Neurosurgery, 2021-02, Vol.88 (2), p.356

2021

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Investigation of liver-targeted peripheral focused ultrasound stimulation (pFUS) and its effect on glucose homeostasis and insulin resistance in type 2 diabetes mellitus: a proof of concept, phase 1 trial

QJM : An International Journal of Medicine, 2023-09, Vol.116 (8), p.667-685

2023

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Real-Time Brain Oscillation Detection and Phase-Locked Stimulation Using Autoregressive Spectral Estimation and Time-Series Forward Prediction

IEEE transactions on biomedical engineering, 2013-03, Vol.60 (3), p.753-762

2013

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Synthesis of Behavioral Health Outcomes in Mild Traumatic Brain Injury using Principal Component Analysis (PCA) (1179)

Neurology, 2020-04, Vol.94 (15_supplement)

2020

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Blood oxygen level-dependent (BOLD) response patterns with thalamic deep brain stimulation in patients with medically refractory epilepsy

Epilepsy & behavior, 2021-09, Vol.122, p.108153-108153, Article 108153

2021

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Large-scale synapse-level neuronal wiring diagrams in silico and in vitro

BMC neuroscience, 2008-07, Vol.9 (S1), p.P20-P20, Article P20

2008

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Neural Interactions Underlying Visuomotor Associations in the Human Brain

Cerebral cortex (New York, N.Y. 1991), 2019-12, Vol.29 (11), p.4551-4567

2019

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Probabilistic Mapping of Deep Brain Stimulation: Insights from 15Years of Therapy

Annals of neurology, 2021-03, Vol.89 (3), p.426-443

2021

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Neural dynamics underlying target detection in the human brain

The Journal of neuroscience, 2014-02, Vol.34 (8), p.3042-3055

2014

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Use of Functional Magnetic Resonance Imaging to Assess How Motor Phenotypes of Parkinson's Disease Respond to Deep Brain Stimulation

Neurosurgery, 2019-09, Vol.66 (Supplement 1), p.310-696

2019

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Predicting optimal deep brain stimulation parameters for Parkinson’s disease using functional MRI and machine learning

Probing responses to deep brain stimulation with functional magnetic resonance imaging

Spatiotemporal Dynamics Underlying Object Completion in Human Ventral Visual Cortex

Improved Resting-State Functional MRI Using Multi-Echo Echo-Planar Imaging on a Compact 3T MRI Scanner with High-Performance Gradients

Deep Learning and fMRI-Based Pipeline for Optimization of Deep Brain Stimulation During Parkinson's Disease Treatment: Toward Rapid Semi-Automated Stimulation Optimization

Plasticity of recurring spatiotemporal activity patterns in cortical networks

Probabilistic Mapping of Deep Brain Stimulation: Insights from 15 Years of Therapy

Synthesis of Behavioral Health Outcomes in Mild Traumatic Brain Injury Using Principal Component Analysis (4515)

On the (Non‐)equivalency of monopolar and bipolar settings for deep brain stimulation fMRI studies of Parkinson's disease patients

Longitudinal Resting State Functional Connectivity Predicts Clinical Outcome in Mild Traumatic Brain Injury

Controlling Bursting in Cortical Cultures with Closed-Loop Multi-Electrode Stimulation

EKG‐based detection of deep brain stimulation in fMRI studies

Use of Functional MRI to Assess Effects of Deep Brain Stimulation Frequency Changes on Brain Activation in Parkinson Disease

Functional MRI Signature of Chronic Pain Relief From Deep Brain Stimulation in Parkinson Disease Patients

Use of Functional MRI to Assess Effects of Deep Brain Stimulation Frequency Changes on Brain Activation in Parkinson Disease

Use of Functional Magnetic Resonance Imaging to Assess Effects of Deep Brain Stimulation Frequency Changes on Brain Activation in Parkinson Disease

Investigation of liver-targeted peripheral focused ultrasound stimulation (pFUS) and its effect on glucose homeostasis and insulin resistance in type 2 diabetes mellitus: a proof of concept, phase 1 trial

Real-Time Brain Oscillation Detection and Phase-Locked Stimulation Using Autoregressive Spectral Estimation and Time-Series Forward Prediction

Synthesis of Behavioral Health Outcomes in Mild Traumatic Brain Injury using Principal Component Analysis (PCA) (1179)

Blood oxygen level-dependent (BOLD) response patterns with thalamic deep brain stimulation in patients with medically refractory epilepsy

Large-scale synapse-level neuronal wiring diagrams in silico and in vitro

Neural Interactions Underlying Visuomotor Associations in the Human Brain

Probabilistic Mapping of Deep Brain Stimulation: Insights from 15Years of Therapy

Neural dynamics underlying target detection in the human brain

Use of Functional Magnetic Resonance Imaging to Assess How Motor Phenotypes of Parkinson's Disease Respond to Deep Brain Stimulation

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