Machine learning methods for the analysis of MEG data

Machine learning methods for the analysis of MEG data

<p>Neuroimaging data is often high-dimensional and difficult to interpret. Methods have been developed which can be applied to datasets to make them more malleable and comprehensible to researchers. This process is critical for improving our understanding of the nature of the brain. The develo...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awdur:	Roberts, EJ
Awduron Eraill:	Woolrich, M
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	2024

Eitemau Tebyg

Reducing MEG interference using machine learning
gan: Sammi Hamdan, et al.
Cyhoeddwyd: (2023-06-01)

MEG or No MEG, That is the Question
gan: Chaturbhuj Rathore
Cyhoeddwyd: (2024-10-01)

MEG: An introduction to methods
gan: Hansen, P, et al.
Cyhoeddwyd: (2010)

Bayesian analysis of phase data in EEG and MEG
gan: Sydney Dimmock, et al.
Cyhoeddwyd: (2023-09-01)

MEG and EEG data analysis with MNE-Python
gan: Alexandre eGramfort, et al.
Cyhoeddwyd: (2013-12-01)

Unsupervised representation learning of spontaneous MEG data with nonlinear ICA
gan: Yongjie Zhu, et al.
Cyhoeddwyd: (2023-07-01)

Less Is Enough: Assessment of the Random Sampling Method for the Analysis of Magnetoencephalography (MEG) Data
gan: Cristina Campi, et al.
Cyhoeddwyd: (2019-11-01)

Impact of different registration methods in MEG source analysis
gan: Theiß Marie, et al.
Cyhoeddwyd: (2016-09-01)

Topological data analysis for revealing dynamic brain reconfiguration in MEG data
gan: Ali Nabi Duman, et al.
Cyhoeddwyd: (2023-07-01)

Functional Connectivity Metrics in Temporal Lobe Epilepsy: A Machine Learning Perspective With MEG
gan: M. V. Suhas, et al.
Cyhoeddwyd: (2024-01-01)

MEG final results and progress towards MEG II
gan: Toshiyuki Iwamoto on behalf of the MEG II collaboration
Cyhoeddwyd: (2019-02-01)

Minimum spanning tree analysis for epilepsy magnetoencephalography (MEG) data
gan: Sunhan Shin, et al.
Cyhoeddwyd: (2023-12-01)

Accounting for linear transformations of EEG and MEG data in source analysis.
gan: Joerg F Hipp, et al.
Cyhoeddwyd: (2015-01-01)

Multi-session statistics on beamformed MEG data.
gan: Luckhoo, H, et al.
Cyhoeddwyd: (2014)

Multi-session statistics on beamformed MEG data
gan: Luckhoo, H, et al.
Cyhoeddwyd: (2014)

Complex spatio-temporal features in meg data
gan: Francesca Sapuppo, et al.
Cyhoeddwyd: (2006-07-01)

Deep Learning Approach for Automatic Classification of Ocular and Cardiac Artifacts in MEG Data
gan: Ahmad Hasasneh, et al.
Cyhoeddwyd: (2018-01-01)

Permodelan kabur magnetoencephalography (MEG) = Fuzzy modelling of magnetoencephalography (MEG) /
gan: Tahir Ahmad, 1963-
Cyhoeddwyd: (2004)

MEG Source Localization via Deep Learning
gan: Dimitrios Pantazis, et al.
Cyhoeddwyd: (2021-06-01)

MEG Source Localization Via Deep Learning
gan: Pantazis, Dimitrios, et al.
Cyhoeddwyd: (2021)

MEG Source Localization Via Deep Learning
gan: Pantazis, Dimitrios, et al.
Cyhoeddwyd: (2021)

Classification methods for ongoing EEG and MEG signals
gan: MICHEL BESSERVE, et al.
Cyhoeddwyd: (2007-01-01)

FLUX: A pipeline for MEG analysis
gan: Oscar Ferrante, et al.
Cyhoeddwyd: (2022-06-01)

MEG/EEG Group Analysis With Brainstorm
gan: François Tadel, et al.
Cyhoeddwyd: (2019-02-01)

Beyond sensitivity: what are the enabling opportunities of OPM-MEG?
gan: Timothy P. L. Roberts, et al.
Cyhoeddwyd: (2025-01-01)

Search for charged lepton flavour violation with the MEG and MEG II experiments
gan: Venturini Marco
Cyhoeddwyd: (2016-01-01)

MEG correlates of learning novel objects properties in children.
gan: Charline Urbain, et al.
Cyhoeddwyd: (2013-01-01)

Biomarkers for autism spectrum disorder: opportunities for magnetoencephalography (MEG)
gan: Timothy P. L. Roberts, et al.
Cyhoeddwyd: (2021-09-01)

The MEG experiment at PSI
gan: De Gerone M.
Cyhoeddwyd: (2014-06-01)

A Review of Issues Related to Data Acquisition and Analysis in EEG/MEG Studies
gan: Aina Puce, et al.
Cyhoeddwyd: (2017-05-01)

Brainstorm Pipeline Analysis of Resting-State Data From the Open MEG Archive
gan: Guiomar Niso, et al.
Cyhoeddwyd: (2019-04-01)

Population level inference for multivariate MEG analysis.
gan: Anna Jafarpour, et al.
Cyhoeddwyd: (2013-01-01)

Data-driven approach for the delineation of the irritative zone in epilepsy in MEG
gan: Valerii Chirkov, et al.
Cyhoeddwyd: (2022-01-01)

Development of face recognition: Dynamic causal modelling of MEG data
gan: Wei He, et al.
Cyhoeddwyd: (2018-04-01)

Még 50 év – avagy hogyan teremtsük meg a hatékony magyar urbanisztikát?
gan: Ongjerth Richárd
Cyhoeddwyd: (2017-05-01)

Pragmatic spatial sampling for wearable MEG arrays
gan: Tim M. Tierney, et al.
Cyhoeddwyd: (2020-12-01)

Editorial: From Raw MEG/EEG to Publication: How to Perform MEG/EEG Group Analysis With Free Academic Software
gan: Arnaud Delorme, et al.
Cyhoeddwyd: (2022-04-01)

Dynamic analysis on simultaneous iEEG-MEG data via hidden Markov Model
gan: Zhang, S, et al.
Cyhoeddwyd: (2021)

Beamformer source analysis and connectivity on concurrent EEG and MEG data during voluntary movements.
gan: Muthuraman Muthuraman, et al.
Cyhoeddwyd: (2014-01-01)

Dynamic analysis on simultaneous iEEG-MEG data via hidden Markov model
gan: Siqi Zhang, et al.
Cyhoeddwyd: (2021-06-01)