Preoperative Electroencephalography‐Based Machine Learning Predicts Cognitive Deterioration after Subthalamic Deep Brain Stimulation

VJ Geraedts, M Koch, R Kuiper, M Kefalas… - Movement …, 2021 - Wiley Online Library
Background Subthalamic deep brain stimulation (STN DBS) may relieve refractory motor
complications in Parkinson's disease (PD) patients. Despite careful screening, it remains …

The effect of deep brain stimulation in Parkinson's disease reflected in EEG microstates

M Lamoš, M Bočková, S Goldemundová… - npj Parkinson's …, 2023 - nature.com
Mechanisms of deep brain stimulation (DBS) on cortical networks were explored mainly by
fMRI. Advanced analysis of high-density EEG is a source of additional information and may …

Electrophysiological biomarkers for deep brain stimulation outcomes in movement disorders: state of the art and future challenges

M Bočková, I Rektor - Journal of Neural Transmission, 2021 - Springer
Several neurological diseases are accompanied by rhythmic oscillatory dysfunctions in
various frequency ranges and disturbed cross-frequency relationships on regional …

Altered spatiotemporal dynamics of the resting brain in mild cognitive impairment with Lewy bodies

M Lamoš, I Morávková, D Ondráček… - Movement …, 2021 - Wiley Online Library
Background Electrophysiological markers of prodromal dementia with Lewy bodies were
described in the spectral domain. The sub‐second temporal resolution may provide …

Inferring cognitive state underlying conflict choices in verbal Stroop task using heterogeneous input discriminative-generative decoder model

MR Rezaei, H Jeoung, A Gharamani… - Journal of Neural …, 2023 - iopscience.iop.org
Objective. The subthalamic nucleus (STN) of the basal ganglia interacts with the medial
prefrontal cortex (mPFC) and shapes a control loop, specifically when the brain receives …

Cortical network organization reflects clinical response to subthalamic nucleus deep brain stimulation in Parkinson's disease

M Bočková, E Výtvarová, M Lamoš… - Human Brain …, 2021 - Wiley Online Library
The degree of response to subthalamic nucleus deep brain stimulation (STN‐DBS) is
individual and hardly predictable. We hypothesized that DBS‐related changes in cortical …

DeepPlayer: An open‐source SignalPlant plugin for deep learning inference

F Plesinger, P Nejedly, Z Koscova… - Software: Practice …, 2023 - Wiley Online Library
Abstract Background and Objective Machine learning has become a powerful tool in several
computation domains. The most progressive way of machine learning, deep learning, has …

[PDF][PDF] The evaluation of pain in Parkinson's disease patients by questionnaire

BK Váňová - pain, 2022 - theses.cz
The pain which is very common is the often unkinetic symptom of Parkinson's Disease. For
its well-timed detection and subsequent treatment the early diagnostics is very important. It is …

COMPARISON OF TRUNK CONTROL, MANUAL DEXTERITY, AND REACTION TIME ACCORDING TO DIFFERENT STATUS OF BALANCE IN PEOPLE WITH …

H Yakut, Z Bekar, T Maden… - Medical Journal of …, 2023 - dergipark.org.tr
Objective This study aims to compare trunk control, manual dexterity, and reaction time
according to different balance states in people with Parkinson's Disease (PwPD). Material …

[PDF][PDF] HODNOCENÍ BOLESTI U PACIENTŮ S PARKINSONOVOU NEMOCÍ DOTAZNÍKOVÝMI METODAMI A TLAKOVOU ALGOMETRIÍ

BK Váňová - theses.cz
The pain which is very common is the often unkinetic symptom of Parkinsons Disease. For
its well-timed detection and subsequent treatment the early diagnostics is very important. It is …