Machine learning applications to clinical decision support in neurosurgery: an artificial intelligence augmented systematic review
Abstract Machine learning (ML) involves algorithms learning patterns in large, complex
datasets to predict and classify. Algorithms include neural networks (NN), logistic regression …
datasets to predict and classify. Algorithms include neural networks (NN), logistic regression …
Deep brain stimulation initiative: toward innovative technology, new disease indications, and approaches to current and future clinical challenges in neuromodulation …
Deep brain stimulation (DBS) is one of the most important clinical therapies for neurological
disorders. DBS also has great potential to become a great tool for clinical neuroscience …
disorders. DBS also has great potential to become a great tool for clinical neuroscience …
Subthalamic span of β oscillations predicts deep brain stimulation efficacy for patients with Parkinson's disease
The significance of oscillations that characterize the subthalamic nucleus in Parkinson's
disease is still under debate. Here, we analysed the spectral and spatial characteristics of …
disease is still under debate. Here, we analysed the spectral and spatial characteristics of …
Somatosensory cortex functional connectivity abnormalities in autism show opposite trends, depending on direction and spatial scale
Functional connectivity is abnormal in autism, but the nature of these abnormalities remains
elusive. Different studies, mostly using functional magnetic resonance imaging, have found …
elusive. Different studies, mostly using functional magnetic resonance imaging, have found …
[HTML][HTML] Local field potential activity dynamics in response to deep brain stimulation of the subthalamic nucleus in Parkinson's disease
Local field potentials (LFPs) may afford insight into the mechanisms of action of deep brain
stimulation (DBS) and potential feedback signals for adaptive DBS. In Parkinson's disease …
stimulation (DBS) and potential feedback signals for adaptive DBS. In Parkinson's disease …
High beta activity in the subthalamic nucleus and freezing of gait in Parkinson's disease
JB Toledo, J López-Azcárate, D Garcia-Garcia… - Neurobiology of …, 2014 - Elsevier
Objective Oscillatory activity in the beta band is increased in the subthalamic nucleus (STN)
of Parkinson's disease (PD) patients. Rigidity and bradykinesia are associated with the low …
of Parkinson's disease (PD) patients. Rigidity and bradykinesia are associated with the low …
S top! border ahead: A utomatic detection of subthalamic exit during deep brain stimulation surgery
D Valsky, O Marmor‐Levin, M Deffains… - Movement …, 2017 - Wiley Online Library
Background Microelectrode recordings along preplanned trajectories are often used for
accurate definition of the subthalamic nucleus (STN) borders during deep brain stimulation …
accurate definition of the subthalamic nucleus (STN) borders during deep brain stimulation …
Investigating risk factors and predicting complications in deep brain stimulation surgery with machine learning algorithms
Background Deep brain stimulation (DBS) surgery is an option for patients experiencing
medically resistant neurologic symptoms. DBS complications are rare; finding significant …
medically resistant neurologic symptoms. DBS complications are rare; finding significant …
Clinical implications of local field potentials for understanding and treating movement disorders
JA Thompson, D Lanctin, NF Ince… - Stereotactic and functional …, 2014 - karger.com
Background: Deep brain stimulation (DBS) for the treatment of movement disorders has
provided researchers with an opportunity to record electrical oscillatory activity from …
provided researchers with an opportunity to record electrical oscillatory activity from …
Local vs. volume conductance activity of field potentials in the human subthalamic nucleus
Subthalamic nucleus field potentials have attracted growing research and clinical interest
over the last few decades. However, it is unclear whether subthalamic field potentials …
over the last few decades. However, it is unclear whether subthalamic field potentials …