A review on microelectrode recording selection of features for machine learning in deep brain stimulation surgery for Parkinson's disease

KR Wan, T Maszczyk, AAQ See, J Dauwels… - Clinical …, 2019 - Elsevier
Objective This study seeks to systematically review the selection of features and algorithms
for machine learning and automation in deep brain stimulation surgery (DBS) for Parkinson's …

A low-power band of neuronal spiking activity dominated by local single units improves the performance of brain–machine interfaces

SR Nason, AK Vaskov, MS Willsey, EJ Welle… - Nature biomedical …, 2020 - nature.com
The large power requirement of current brain–machine interfaces is a major hindrance to
their clinical translation. In basic behavioural tasks, the downsampled magnitude of the 300 …

A systematic review of neurophysiology-based localization techniques used in deep brain stimulation surgery of the subthalamic nucleus

DCC Lu, C Boulay, ADC Chan, AJ Sachs - … : Technology at the Neural …, 2024 - Elsevier
Objective This systematic review is conducted to identify, compare, and analyze
neurophysiological feature selection, extraction, and classification to provide a …

[HTML][HTML] Electrophysiological characteristics of CM-pf in diagnosis and outcome of patients with disorders of consciousness

J He, H Zhang, Y Dang, Y Zhuang, Q Ge, Y Yang, L Xu… - Brain Stimulation, 2023 - Elsevier
Background Deep brain stimulation (DBS) in the centromedian-parafascicular complex (CM-
pf) has been reported as a potential therapeutic option for disorders of consciousness …

Map** of subthalamic nucleus using microelectrode recordings during deep brain stimulation

N Koirala, L Serrano, S Paschen, D Falk, AR Anwar… - Scientific Reports, 2020 - nature.com
Alongside stereotactic magnetic resonance imaging, microelectrode recording (MER) is
frequently used during the deep brain stimulation (DBS) surgery for optimal target …

Deep brain implantable microelectrode arrays for detection and functional localization of the subthalamic nucleus in rats with Parkinson's disease

L **g, Z Xu, P Fan, B Lu, F Mo, R Hu, W Xu… - Bio-Design and …, 2024 - Springer
The subthalamic nucleus (STN) is considered the best target for deep brain stimulation
treatments of Parkinson's disease (PD). It is difficult to localize the STN due to its small size …

Localization of deep brain stimulation trajectories via automatic map** of microelectrode recordings to MRI

AT Rao, KL Chou, PG Patil - Journal of Neural Engineering, 2023 - iopscience.iop.org
Objective. Suboptimal electrode placement during subthalamic nucleus deep brain
stimulation (STN DBS) surgery may arise from several sources, including frame-based …

Magnetoelectric nanoparticles: evaluating stimulation feasibility of the possible next generation approach for deep brain stimulation

E Chiaramello, S Fiocchi, M Bonato, A Marrella… - IEEE …, 2022 - ieeexplore.ieee.org
The purpose of this study is to quantify the distributions of the electric field induced by
CoFe2O4 core-BaTiO3 shell magneto-electric nanoparticles (MENPs) when localized in …