Cargando…

Combining magnetoencephalography with magnetic resonance imaging enhances learning of surrogate-biomarkers

Electrophysiological methods, that is M/EEG, provide unique views into brain health. Yet, when building predictive models from brain data, it is often unclear how electrophysiology should be combined with other neuroimaging methods. Information can be redundant, useful common representations of mult...

Descripción completa

Detalles Bibliográficos
Autores principales:	Engemann, Denis A, Kozynets, Oleh, Sabbagh, David, Lemaître, Guillaume, Varoquaux, Gael, Liem, Franziskus, Gramfort, Alexandre
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	eLife Sciences Publications, Ltd 2020
Materias:	Human Biology and Medicine
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7308092/ https://www.ncbi.nlm.nih.gov/pubmed/32423528 http://dx.doi.org/10.7554/eLife.54055

Ejemplares similares

Predicting future cognitive decline from non-brain and multimodal brain imaging data in healthy and pathological aging
por: Vieira, Bruno Hebling, et al.
Publicado: (2022)

Editorial: Magnetoencephalography (MEG) in Epilepsy and Neurosurgery
por: Poghosyan, Vahe, et al.
Publicado: (2022)

Localization of beta power decrease as measure for lateralization in pre-surgical language mapping with magnetoencephalography, compared with functional magnetic resonance imaging and validated by Wada test
por: Herfurth, Kirsten, et al.
Publicado: (2022)

Repurposing electroencephalogram monitoring of general anaesthesia for building biomarkers of brain ageing: an exploratory study
por: Sabbagh, David, et al.
Publicado: (2023)

Investigating the technical feasibility of magnetoencephalography during transcranial direct current stimulation
por: Shirota, Yuichiro, et al.
Publicado: (2023)

Frequency-Dependent Interictal Neuromagnetic Activities in Children With Benign Epilepsy With Centrotemporal Spikes: A Magnetoencephalography (MEG) Study
por: Zhang, Tingting, et al.
Publicado: (2020)

Magnetoencephalography Studies of the Envelope Following Response During Amplitude-Modulated Sweeps: Diminished Phase Synchrony in Autism Spectrum Disorder
por: Roberts, Timothy P. L., et al.
Publicado: (2021)

Co-registration Comparison of On-Scalp Magnetoencephalography and Magnetic Resonance Imaging
por: Cao, Fuzhi, et al.
Publicado: (2021)

MEG-BIDS, the brain imaging data structure extended to magnetoencephalography
por: Niso, Guiomar, et al.
Publicado: (2018)

Population modeling with machine learning can enhance measures of mental health
por: Dadi, Kamalaker, et al.
Publicado: (2021)

Subspecialization within default mode nodes characterized in 10,000 UK Biobank participants
por: Kernbach, Julius M., et al.
Publicado: (2018)

Machine learning for neuroimaging with scikit-learn
por: Abraham, Alexandre, et al.
Publicado: (2014)

A Reproducible MEG/EEG Group Study With the MNE Software: Recommendations, Quality Assessments, and Good Practices
por: Jas, Mainak, et al.
Publicado: (2018)

An intra-neural microstimulation system for ultra-high field magnetic resonance imaging and magnetoencephalography
por: Glover, Paul M., et al.
Publicado: (2017)

Brain Energy Metabolism in Two States of Mind Measured by Phosphorous Magnetic Resonance Spectroscopy
por: Galijašević, Malik, et al.
Publicado: (2021)

SPAMRI: A MATLAB Toolbox for Surface-Based Processing and Analysis of Magnetic Resonance Imaging
por: Long, Zhiliang
Publicado: (2022)

Magnetic field compensation coil design for magnetoencephalography
por: Kutschka, Hermann, et al.
Publicado: (2021)

Magnetoencephalography
por: Proudfoot, Malcolm, et al.
Publicado: (2014)

Magnetoencephalography as a Putative Biomarker for Alzheimer's Disease
por: Zamrini, Edward, et al.
Publicado: (2011)

A Novel Spectrum Contrast Mapping Method for Functional Magnetic Resonance Imaging Data Analysis
por: Yu, Qin, et al.
Publicado: (2021)

Progress of Acupuncture Therapy in Diseases Based on Magnetic Resonance Image Studies: A Literature Review
por: Zhang, Jinhuan, et al.
Publicado: (2021)

From descriptive connectome to mechanistic connectome: Generative modeling in functional magnetic resonance imaging analysis
por: Li, Guoshi, et al.
Publicado: (2022)

The neurochemical basis of human cortical auditory processing: combining proton magnetic resonance spectroscopy and magnetoencephalography
por: Sörös, Peter, et al.
Publicado: (2006)

The value of magnetoencephalography for seizure-onset zone localization in magnetic resonance imaging-negative partial epilepsy
por: Jung, Julien, et al.
Publicado: (2013)

Biomarker reveals HIV's hidden reservoir
por: Cockerham, Leslie R, et al.
Publicado: (2014)

Glioma Migration Through the Corpus Callosum and the Brainstem Detected by Diffusion and Magnetic Resonance Imaging: Initial Findings
por: Sharifi, Guive, et al.
Publicado: (2020)

Surface-Based Spontaneous Oscillation in Schizophrenia: A Resting-State Functional Magnetic Resonance Imaging Study
por: Cao, Xianyu, et al.
Publicado: (2021)

Changes in Empathy in Patients With Chronic Low Back Pain: A Structural–Functional Magnetic Resonance Imaging Study
por: Ma, Junqin, et al.
Publicado: (2020)

Gray Matter Volume and Functional Connectivity in Hypochondriasis: A Magnetic Resonance Imaging and Support Vector Machine Analysis
por: Shen, Zhe, et al.
Publicado: (2020)

Neural Correlates of Executed Compared to Imagined Writing and Drawing Movements: A Functional Magnetic Resonance Imaging Study
por: Baumann, Alexander, et al.
Publicado: (2022)

Editorial: Multimodal magnetic resonance imaging methods to explore the visual pathway and brain network changes in blindness disease
por: Wen, Zhi, et al.
Publicado: (2023)

Precision magnetic field modelling and control for wearable magnetoencephalography
por: Rea, Molly, et al.
Publicado: (2021)

Biomarkers for autism spectrum disorder: opportunities for magnetoencephalography (MEG)
por: Roberts, Timothy P. L., et al.
Publicado: (2021)

Lifting the veil on the dynamics of neuronal activities evoked by transcranial magnetic stimulation
por: Li, Bingshuo, et al.
Publicado: (2017)

Neural Correlates of Attachment Representation in Patients With Borderline Personality Disorder Using a Personalized Functional Magnet Resonance Imaging Task
por: Bernheim, Dorothee, et al.
Publicado: (2022)

Abnormal Spatial Patterns of Intrinsic Brain Activity in Osteonecrosis of the Femoral Head: A Resting-State Functional Magnetic Resonance Imaging Study
por: Feng, Shengyi, et al.
Publicado: (2020)

Effect of Vestibular Rehabilitation on Spontaneous Brain Activity in Patients With Vestibular Migraine: A Resting-State Functional Magnetic Resonance Imaging Study
por: Liu, Li, et al.
Publicado: (2020)

Abnormal Fractional Amplitude of Low Frequency Fluctuation Changes in Patients With Dry Eye Disease: A Functional Magnetic Resonance Imaging Study
por: Liang, Rong-Bin, et al.
Publicado: (2022)

Shaping the Trans-Scale Properties of Schizophrenia via Cerebral Alterations on Magnetic Resonance Imaging and Single-Nucleotide Polymorphisms of Coding and Non-Coding Regions
por: Zhao, Shu-Wan, et al.
Publicado: (2021)

Applying Dimensionality Reduction Techniques in Source-Space Electroencephalography via Template and Magnetic Resonance Imaging-Derived Head Models to Continuously Decode Hand Trajectories
por: Srisrisawang, Nitikorn, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_njbqa4fd47m0ucbu2uts6bqomi