The role of gamma oscillations in central nervous system diseases: Mechanism and treatment

A Guan, S Wang, A Huang, C Qiu, Y Li, X Li… - Frontiers in cellular …, 2022‏ - frontiersin.org
Gamma oscillation is the synchronization with a frequency of 30–90 Hz of neural
oscillations, which are rhythmic electric processes of neuron groups in the brain. The …

Closed-loop adaptive deep brain stimulation in Parkinson's disease: procedures to achieve it and future perspectives

S Wang, G Zhu, L Shi, C Zhang, B Wu… - Journal of …, 2023‏ - journals.sagepub.com
Parkinson's disease (PD) is a neurodegenerative disease with a heavy burden on patients,
families, and society. Deep brain stimulation (DBS) can improve the symptoms of PD …

A convolutional-recurrent neural network approach to resting-state EEG classification in Parkinson's disease

S Lee, R Hussein, R Ward, ZJ Wang… - Journal of neuroscience …, 2021‏ - Elsevier
Background Parkinson's disease (PD) is expected to become more common, particularly
with an aging population. Diagnosis and monitoring of the disease typically rely on the …

Cortical phase-amplitude coupling is key to the occurrence and treatment of freezing of gait

Z Yin, G Zhu, Y Liu, B Zhao, D Liu, Y Bai, Q Zhang… - Brain, 2022‏ - academic.oup.com
Freezing of gait is a debilitating symptom in advanced Parkinson's disease and responds
heterogeneously to treatments such as deep brain stimulation. Recent studies indicated that …

Effective brain connectivity extraction by frequency-domain convergent cross-map** (FDCCM) and its application in Parkinson's disease classification

S Avvaru, KK Parhi - IEEE Transactions on Biomedical …, 2023‏ - ieeexplore.ieee.org
Objective: Inferring causal or effective connectivity between measured timeseries is crucial
to understanding directed interactions in complex systems. This task is especially …

Parkinson's disease detection based on multi-pattern analysis and multi-scale convolutional neural networks

L Qiu, J Li, J Pan - Frontiers in Neuroscience, 2022‏ - frontiersin.org
Parkinson's disease (PD) is a complex neurodegenerative disease. At present, the early
diagnosis of PD is still extremely challenging, and there is still a lack of consensus on the …

Circuit-Specific Deep Brain Stimulation Provides Insights into Movement Control

AH Gittis, RV Sillitoe - Annual Review of Neuroscience, 2024‏ - annualreviews.org
Deep brain stimulation (DBS), a method in which electrical stimulation is delivered to
specific areas of the brain, is an effective treatment for managing symptoms of a number of …

[HTML][HTML] Altered gamma oscillations and beta–gamma coupling in drug-naive first-episode major depressive disorder: association with sleep and cognitive disturbance

X Liu, S Liu, M Li, F Su, S Chen, Y Ke, D Ming - Journal of Affective …, 2022‏ - Elsevier
Objective Gamma oscillations contribute to the pathogenesis mechanisms of major
depressive disorder (MDD) have been proposed, but gamma activity is not well …

[HTML][HTML] Phase-targeted stimulation modulates phase-amplitude coupling in the motor cortex of the human brain

Y Salimpour, KA Mills, BY Hwang, WS Anderson - Brain Stimulation, 2022‏ - Elsevier
Background Phase-amplitude coupling (PAC) in which the amplitude of a faster field
potential oscillation is coupled to the phase of a slower rhythm, is one of the most well …

Parkinson's disease detection from EEG signal employing autoencoder and RBFNN-based hybrid deep learning framework utilizing power spectral density

FA Jibon, A Tasbir, MA Talukder, MA Uddin… - Digital …, 2024‏ - journals.sagepub.com
Objective Early detection of Parkinson's disease (PD) is essential for halting its progression,
yet challenges remain in leveraging deep learning for accurate identification. This study …