The roles of optogenetics and technology in neurobiology: a review

W Chen, C Li, W Liang, Y Li, Z Zou, Y Xie… - Frontiers in Aging …, 2022 - frontiersin.org
Optogenetic is a technique that combines optics and genetics to control specific neurons.
This technique usually uses adenoviruses that encode photosensitive protein. The …

Machine learning for adaptive deep brain stimulation in Parkinson's disease: closing the loop

AM Oliveira, L Coelho, E Carvalho… - Journal of …, 2023 - Springer
Parkinson's disease (PD) is the second most common neurodegenerative disease bearing a
severe social and economic impact. So far, there is no known disease modifying therapy …

Machine learning's application in deep brain stimulation for Parkinson's disease: A review

J Watts, A Khojandi, O Shylo, RA Ramdhani - Brain Sciences, 2020 - mdpi.com
Deep brain stimulation (DBS) is a surgical treatment for advanced Parkinson's disease (PD)
that has undergone technological evolution that parallels an expansion in clinical …

[HTML][HTML] Identifying controllable cortical neural markers with machine learning for adaptive deep brain stimulation in Parkinson's disease

S Castaño-Candamil, T Piroth, P Reinacher… - NeuroImage: Clinical, 2020 - Elsevier
The identification of oscillatory neural markers of Parkinson's disease (PD) can contribute
not only to the understanding of functional mechanisms of the disorder, but may also serve …

A modular open-source software platform for BCI research with application in closed-loop deep brain stimulation

M Dold, J Pereira, B Sajonz, VA Coenen… - arXiv preprint arXiv …, 2024 - arxiv.org
This work introduces Dareplane, a modular and broad technology agnostic open source
software platform for brain-computer interface research with an application focus on …

Bispectral Analysis of Parkinsonian Rest Tremor: New Characterization and Classification Insights Pre-/Post-DBS and Medication Treatment

I Ziogas, C Lamprou, LJ Hadjileontiadis - IEEE Access, 2023 - ieeexplore.ieee.org
Rest tremor is a most common symptom of Parkinson's Disease (PD), with diagnosis and
severity estimation often being hindered by subjectivity and limitations of existing methods …

Multi-Dimensional, Short-Timescale Quantification of Parkinson's Disease and Essential Tremor Motor Dysfunction

JB Sanderson, JH Yu, DD Liu, D Amaya… - Frontiers in …, 2020 - frontiersin.org
Introduction: Parkinson's disease (PD) is a progressive movement disorder characterized by
heterogenous motor dysfunction with fluctuations in severity. Objective, short-timescale …

Early Stage Parkinson's Disease Diagnosis and Detection Using K-Nearest Neighbors Algorithm

S Svetaa, S Pavithra, RG Sakthivelan - IoT Based Control Networks and …, 2022 - Springer
This research article proposes a novel method to detect and recognize the symptoms of
Parkinson's disease in its early stages. Parkinson's disease generally refers to a …

Post-DBS and Medication Treatment

I Ziogas, C Lamprou, LJ Hadjileontiadis - Authorea Preprints, 2023 - techrxiv.org
Rest tremor is a most common symptom of Parkinson's Disease (PD), with diagnosis and
severity estimation often being hindered by subjectivity and limitations of existing methods …

The Roles of Optogenetics and Technology in Neurobiology: A

W Chen, C Li, W Liang, Y Li, Z Zou, Y Xie… - … Multi-Omics for …, 2022 - books.google.com
Optogenetic is a technique that combines optics and genetics to control specific neurons.
This technique usually uses adenoviruses that encode photosensitive protein. The …