Cargando…

Whole-brain dynamical modelling for classification of Parkinson’s disease

Simulated whole-brain connectomes demonstrate enhanced inter-individual variability depending on the data processing and modelling approach. By considering the human brain connectome as an individualized attribute, we investigate how empirical and simulated whole-brain connectome-derived features ca...

Descripción completa

Detalles Bibliográficos
Autores principales:	Jung, Kyesam, Florin, Esther, Patil, Kaustubh R, Caspers, Julian, Rubbert, Christian, Eickhoff, Simon B, Popovych, Oleksandr V
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Oxford University Press 2022
Materias:	Original Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9798283/ https://www.ncbi.nlm.nih.gov/pubmed/36601625 http://dx.doi.org/10.1093/braincomms/fcac331

Ejemplares similares

Inter-subject and inter-parcellation variability of resting-state whole-brain dynamical modeling
por: Popovych, Oleksandr V., et al.
Publicado: (2021)

Parcellation-induced variation of empirical and simulated brain connectomes at group and subject levels
por: Domhof, Justin W. M., et al.
Publicado: (2021)

Towards an efficient validation of dynamical whole-brain models
por: Wischnewski, Kevin J., et al.
Publicado: (2022)

Intermediately synchronised brain states optimise trade-off between subject specificity and predictive capacity
por: Sasse, Leonard, et al.
Publicado: (2023)

Confound Removal and Normalization in Practice: A Neuroimaging Based Sex Prediction Case Study
por: More, Shammi, et al.
Publicado: (2021)

Sex Classification by Resting State Brain Connectivity
por: Weis, Susanne, et al.
Publicado: (2020)

Within- and across-network alterations of the sensorimotor network in Parkinson’s disease
por: Caspers, Julian, et al.
Publicado: (2021)

Classification and prediction of cognitive performance differences in older age based on brain network patterns using a machine learning approach
por: Krämer, Camilla, et al.
Publicado: (2023)

Advanced brain ageing in Parkinson’s disease is related to disease duration and individual impairment
por: Eickhoff, Claudia R, et al.
Publicado: (2021)

Differential Functional Connectivity Alterations of Two Subdivisions within the Right dlPFC in Parkinson's Disease
por: Caspers, Julian, et al.
Publicado: (2017)

Automated age- and sex-specific volumetric estimation of regional brain atrophy: workflow and feasibility
por: Caspers, Julian, et al.
Publicado: (2020)

What Can Computational Models Contribute to Neuroimaging Data Analytics?
por: Popovych, Oleksandr V., et al.
Publicado: (2019)

Sex classification from functional brain connectivity: Generalization to multiple datasets: Generalizability of sex classifiers
por: Wiersch, Lisa, et al.
Publicado: (2023)

Impact of defacing on automated brain atrophy estimation
por: Rubbert, Christian, et al.
Publicado: (2022)

Multisite Delayed Feedback for Electrical Brain Stimulation
por: Popovych, Oleksandr V., et al.
Publicado: (2018)

Adaptive delivery of continuous and delayed feedback deep brain stimulation - a computational study
por: Popovych, Oleksandr V., et al.
Publicado: (2019)

Functional Connectivity Changes of Key Regions for Motor Initiation in Parkinson’s Disease
por: Hensel, Lukas, et al.
Publicado: (2019)

Closed-loop deep brain stimulation by pulsatile delayed feedback with increased gap between pulse phases
por: Popovych, Oleksandr V., et al.
Publicado: (2017)

The intrinsic resting state voice network in Parkinson's disease
por: New, Anneliese B., et al.
Publicado: (2015)

Functional parcellation of human and macaque striatum reveals human-specific connectivity in the dorsal caudate
por: Liu, Xiaojin, et al.
Publicado: (2021)

Is it left or is it right? A classification approach for investigating hemispheric differences in low and high dimensionality
por: Friedrich, Patrick, et al.
Publicado: (2021)

Predicting Executive Functioning from Brain Networks: Modality Specificity and Age Effects
por: Heckner, Marisa K., et al.
Publicado: (2023)

Uncovering the underlying mechanisms and whole-brain dynamics of deep brain stimulation for Parkinson’s disease
por: Saenger, Victor M., et al.
Publicado: (2017)

Pulsatile desynchronizing delayed feedback for closed-loop deep brain stimulation
por: Popovych, Oleksandr V., et al.
Publicado: (2017)

An age-related shift of resting-state functional connectivity of the subthalamic nucleus: a potential mechanism for compensating motor performance decline in older adults
por: Mathys, Christian, et al.
Publicado: (2014)

Dopaminergic modulation of motor network dynamics in Parkinson’s disease
por: Michely, Jochen, et al.
Publicado: (2015)

Accurate sex prediction of cisgender and transgender individuals without brain size bias
por: Wiersch, Lisa, et al.
Publicado: (2023)

Desynchronizing electrical and sensory coordinated reset neuromodulation
por: Popovych, Oleksandr V., et al.
Publicado: (2012)

Control of Abnormal Synchronization in Neurological Disorders
por: Popovych, Oleksandr V., et al.
Publicado: (2014)

A systematic comparison of VBM pipelines and their application to age prediction
por: Antonopoulos, Georgios, et al.
Publicado: (2023)

Impact of normative brain volume reports on the diagnosis of neurodegenerative dementia disorders in neuroradiology: A real-world, clinical practice study
por: Hedderich, Dennis M., et al.
Publicado: (2022)

Deep Brain Stimulation Does Not Modulate Auditory-Motor Integration of Speech in Parkinson's Disease
por: Bahners, Bahne H., et al.
Publicado: (2020)

Self-organized noise resistance of oscillatory neural networks with spike timing-dependent plasticity
por: Popovych, Oleksandr V., et al.
Publicado: (2013)

Optimal number of stimulation contacts for coordinated reset neuromodulation
por: Lysyansky, Borys, et al.
Publicado: (2013)

Mapping the deficit dimension structure of the National Institutes of Health Stroke Scale
por: Cheng, Bastian, et al.
Publicado: (2022)

Brain Motor Network Changes in Parkinson's Disease: Evidence from Meta‐Analytic Modeling
por: Herz, Damian M., et al.
Publicado: (2021)

Reduction operators of Burgers equation
por: Pocheketa, Oleksandr A., et al.
Publicado: (2013)

The Spacing Principle for Unlearning Abnormal Neuronal Synchrony
por: Popovych, Oleksandr V., et al.
Publicado: (2015)

Cytoarchitectonical analysis and probabilistic mapping of two extrastriate areas of the human posterior fusiform gyrus
por: Caspers, Julian, et al.
Publicado: (2012)

Coordinated reset neuromodulation for Parkinson's disease: Proof-of-concept study
por: Adamchic, Ilya, et al.
Publicado: (2014)

Cannot write session to /tmp/vufind_sessions/sess_tbu48m46e2hiuk5dib1odg7fvo