Cargando…

A Scalable Framework for Closed-Loop Neuromodulation with Deep Learning

Closed-loop neuromodulation measures dynamic neural or physiological activity to optimize interventions for clinical and nonclinical behavioral, cognitive, wellness, attentional, or general task performance enhancement. Conventional closed-loop stimulation approaches can contain biased biomarker det...

Descripción completa

Detalles Bibliográficos
Autores principales:	Gebodh, Nigel, Miskovic, Vladimir, Laszlo, Sarah, Datta, Abhishek, Bikson, Marom
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Cold Spring Harbor Laboratory 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9882307/ https://www.ncbi.nlm.nih.gov/pubmed/36712027 http://dx.doi.org/10.1101/2023.01.18.524615

Ejemplares similares

Dataset of concurrent EEG, ECG, and behavior with multiple doses of transcranial electrical stimulation
por: Gebodh, Nigel, et al.
Publicado: (2021)

Antiepileptic Effects of a Novel Non-invasive Neuromodulation Treatment in a Subject With Early-Onset Epileptic Encephalopathy: Case Report With 20 Sessions of HD-tDCS Intervention
por: Meiron, Oded, et al.
Publicado: (2019)

Closing the loop between brain and electrical stimulation: towards precision neuromodulation treatments
por: Soleimani, Ghazaleh, et al.
Publicado: (2023)

Closed-loop neuromodulation will increase the utility of mouse models in Bioelectronic Medicine
por: Datta-Chaudhuri, Timir
Publicado: (2021)

Open questions on the mechanisms of neuromodulation with applied and endogenous electric fields
por: Weiss, Shennan A., et al.
Publicado: (2014)

Prefronto-cerebellar neuromodulation affects appetite in obesity
por: Marron, Elena M., et al.
Publicado: (2018)

CONTROL-CORE: A Framework for Simulation and Design of Closed-Loop Peripheral Neuromodulation Control Systems
por: KATHIRAVELU, PRADEEBAN, et al.
Publicado: (2022)

A translational platform for prototyping closed-loop neuromodulation systems
por: Afshar, Pedram, et al.
Publicado: (2013)

A Wireless Closed Loop System for Optogenetic Peripheral Neuromodulation
por: Mickle, Aaron D., et al.
Publicado: (2019)

Novel Evoked Synaptic Activity Potentials (ESAPs) Elicited by Spinal Cord Stimulation
por: Sharma, Mahima, et al.
Publicado: (2023)

A neurochemical closed-loop controller for deep brain stimulation: toward individualized smart neuromodulation therapies
por: Grahn, Peter J., et al.
Publicado: (2014)

Editorial: Advances in brain-computer interface technologies for closed-loop neuromodulation
por: Xu, Yuchen, et al.
Publicado: (2023)

Detecting a Cortical Fingerprint of Parkinson's Disease for Closed-Loop Neuromodulation
por: Kern, Kevin, et al.
Publicado: (2016)

Detecting Bladder Biomarkers for Closed-Loop Neuromodulation: A Technological Review
por: Park, Eunkyoung, et al.
Publicado: (2018)

Closed-Loop Implantable Therapeutic Neuromodulation Systems Based on Neurochemical Monitoring
por: Mirza, Khalid B., et al.
Publicado: (2019)

Neuromodulation treats Chikungunya arthralgia: a randomized controlled trial
por: Silva-Filho, Edson, et al.
Publicado: (2018)

Potential application of Transcranial Electrical Stimulation (tES) techniques in the context of covid-19 clinical course: From theory to real-world application
por: Pilloni, Giuseppina, et al.
Publicado: (2023)

Software-Defined Workflows for Distributed Interoperable Closed-Loop Neuromodulation Control Systems
por: KATHIRAVELU, PRADEEBAN, et al.
Publicado: (2021)

Realistic volumetric-approach to simulate transcranial electric stimulation—ROAST—a fully automated open-source pipeline
por: Huang, Yu, et al.
Publicado: (2019)

Challenges and future trends in wearable closed-loop neuromodulation to efficiently treat methamphetamine addiction
por: Chen, Yun-Hsuan, et al.
Publicado: (2023)

Closed-Loop Transcranial Ultrasound Stimulation for Real-Time Non-invasive Neuromodulation in vivo
por: Yang, Huifang, et al.
Publicado: (2020)

A pilot study of closed-loop neuromodulation for treatment-resistant post-traumatic stress disorder
por: Gill, Jay L., et al.
Publicado: (2023)

Closed-loop neuromodulation restores network connectivity and motor control after spinal cord injury
por: Ganzer, Patrick D, et al.
Publicado: (2018)

Inter-Individual Variation during Transcranial Direct Current Stimulation and Normalization of Dose Using MRI-Derived Computational Models
por: Datta, Abhishek, et al.
Publicado: (2012)

Seizure Detection and Network Dynamics of Generalized Convulsive Seizures: Towards Rational Designing of Closed-Loop Neuromodulation
por: Dheer, Puneet, et al.
Publicado: (2017)

General‐Purpose Ultrasound Neuromodulation System for Chronic, Closed‐Loop Preclinical Studies in Freely Behaving Rodents
por: Jo, Yehhyun, et al.
Publicado: (2022)

Closing the loop of deep brain stimulation
por: Carron, Romain, et al.
Publicado: (2013)

Transcranial Electrical Stimulation Accelerates Human Sleep Homeostasis
por: Reato, Davide, et al.
Publicado: (2013)

Technique and Considerations in the Use of 4x1 Ring High-definition Transcranial Direct Current Stimulation (HD-tDCS)
por: Villamar, Mauricio F., et al.
Publicado: (2013)

Machine learning for adaptive deep brain stimulation in Parkinson’s disease: closing the loop
por: Oliveira, Andreia M., et al.
Publicado: (2023)

Scalable Deep Learning with Apache MXNet
por: Rauschmayr, Nathalie
Publicado: (2019)

DeepOmix: A scalable and interpretable multi-omics deep learning framework and application in cancer survival analysis
por: Zhao, Lianhe, et al.
Publicado: (2021)

Neuromodulation Strategies to Reduce Inflammation and Improve Lung Complications in COVID-19 Patients
por: Czura, Christopher J., et al.
Publicado: (2022)

Computationally efficient neural network classifiers for next generation closed loop neuromodulation therapy – a case study in epilepsy
por: Kavoosi, Ali, et al.
Publicado: (2022)

Introducing neuromodulation in deep neural networks to learn adaptive behaviours
por: Vecoven, Nicolas, et al.
Publicado: (2020)

tDCS as telehealth intervention to reach patients with Post-Acute Sequelae of SARS-CoV-2 (PASC)
por: Charvet, Leigh, et al.
Publicado: (2023)

A Feasibility Study of Bilateral Anodal Stimulation of the Prefrontal Cortex Using High-Definition Electrodes in Healthy Participants
por: Xu, Jiansong, et al.
Publicado: (2015)

Offline Learning of Closed-Loop Deep Brain Stimulation Controllers for Parkinson Disease Treatment
por: Gao, Qitong, et al.
Publicado: (2023)

Advances in closed-loop deep brain stimulation devices
por: Parastarfeizabadi, Mahboubeh, et al.
Publicado: (2017)

A Closed-Loop Modeling Framework for Cardiac-to-Coronary Coupling
por: Munneke, Anneloes G., et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_0tmummgt13eifeq4ckn8bftb82