AIMC Topic: Transcranial Magnetic Stimulation
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Use of machine learning in predicting clinical response to transcranial magnetic stimulation in comorbid posttraumatic stress disorder and major depression: A resting state electroencephalography study.
Journal of affective disorders
Mar 30, 2019
BACKGROUND: Repetitive transcranial magnetic stimulation (TMS) is clinically effective for major depressive disorder (MDD) and investigational for other conditions including posttraumatic stress disorder (PTSD). Understanding the mechanisms of TMS ac...
Humans
Machine Learning
Depressive Disorder, Major
Comorbidity
Prefrontal Cortex
Stress Disorders, Post-Traumatic
Female
Sensitivity and Specificity
Male
Middle Aged
Electroencephalography
Self Report
Transcranial Magnetic Stimulation
Rhode Island
Treatment Outcome
Support Vector Machine
Predictive Value of Tests
Non-orthogonal one-step calibration method for robotized transcranial magnetic stimulation.
Biomedical engineering online
Oct 1, 2018
BACKGROUND: Robotized transcranial magnetic stimulation (TMS) combines the benefits of neuro-navigation with automation and provides a precision brain stimulation method. Since the coil will normally remain unmounted between different clinical uses, ...
Robotic TMS mapping of motor cortex in the developing brain.
Journal of neuroscience methods
Aug 16, 2018
BACKGROUND: The human motor cortex can be mapped safely and painlessly with transcranial magnetic stimulation (TMS) to explore neurophysiology in health and disease. Human error likely contributes to heterogeneity of such TMS measures. Here, we aimed...
Robot-Guided Neuronavigated Repetitive Transcranial Magnetic Stimulation (rTMS) in Central Neuropathic Pain.
Archives of physical medicine and rehabilitation
May 9, 2018
OBJECTIVES: To confirm and extend previous results involving repetitive transcranial magnetic stimulation (rTMS) aimed at alleviating refractory central neuropathic pain (CNP). To evaluate pain relief in detail and to assess ongoing benefits after on...
Ongoing brain rhythms shape I-wave properties in a computational model.
Brain stimulation
Mar 20, 2018
BACKGROUND: Responses to transcranial magnetic stimulation (TMS) are notoriously variable. Previous studies have observed a dependence of TMS-induced responses on ongoing brain activity, for instance sensorimotor rhythms. This suggests an opportunity...
Mapping dynamical properties of cortical microcircuits using robotized TMS and EEG: Towards functional cytoarchitectonics.
NeuroImage
May 3, 2016
Brain dynamics at rest depend on the large-scale interactions between oscillating cortical microcircuits arranged into macrocolumns. Cytoarchitectonic studies have shown that the structure of those microcircuits differs between cortical regions, but ...
Usefulness of robotic gait training plus neuromodulation in chronic spinal cord injury: a case report.
The journal of spinal cord medicine
Mar 4, 2016
CONTEXT: Spinal cord injury (SCI) affects more than 2.5 million people worldwide, often leading to severe disability. Thus, a proper management of individuals with SCI is required either in the acute or in the post-acute rehabilitative phase.
Feature Selection and Classification of Electroencephalographic Signals: An Artificial Neural Network and Genetic Algorithm Based Approach.
Clinical EEG and neuroscience
Apr 14, 2014
Feature selection is an important step in many pattern recognition systems aiming to overcome the so-called curse of dimensionality. In this study, an optimized classification method was tested in 147 patients with major depressive disorder (MDD) tre...
Differential Effects of Repetitive Transcranial Magnetic Stimulation on Mood and Pain Symptoms in People With Chronic Pain and Major Depressive Disorders-A Review.
European journal of pain (London, England)
Aug 1, 2025
BACKGROUND AND OBJECTIVE: Chronic pain and major depressive disorder (MDD) are among the most prevalent and disabling conditions globally, often co-occurring and sharing overlapping symptoms such as fatigue, cognitive dysfunction and mood disturbance...
Effects of robot-assisted upper limb training combined with intermittent theta burst stimulation (iTBS) on cortical activation in stroke patients: A functional near-infrared spectroscopy study.
NeuroRehabilitation
Jan 1, 2024
BACKGROUND: The therapeutic effect and mechanism of robot-assisted upper limb training (RT) combined with intermittent theta burst stimulation (iTBS) for stroke patients are unclear.
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