Deep Learning‐based Classification of Resting‐state fMRI Independent‐component Analysis
Published 2021 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Deep Learning‐based Classification of Resting‐state fMRI Independent‐component Analysis
Authors
Keywords
-
Journal
NEUROINFORMATICS
Volume -, Issue -, Pages -
Publisher
Springer Science and Business Media LLC
Online
2021-02-05
DOI
10.1007/s12021-021-09514-x
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Optimising network modelling methods for fMRI
- (2020) Usama Pervaiz et al. NEUROIMAGE
- The relationship between spatial configuration and functional connectivity of brain regions revisited
- (2019) Janine Diane Bijsterbosch et al. eLife
- Evaluation of the spatial variability in the major resting‐state networks across human brain functional atlases
- (2019) Gaelle E. Doucet et al. HUMAN BRAIN MAPPING
- Test–retest reliability of spatial patterns from resting-state functional MRI using the restricted Boltzmann machine and hierarchically organized spatial patterns from the deep belief network
- (2019) Hyun-Chul Kim et al. JOURNAL OF NEUROSCIENCE METHODS
- The relationship between spatial configuration and functional connectivity of brain regions
- (2018) Janine Diane Bijsterbosch et al. eLife
- Identification of autism spectrum disorder using deep learning and the ABIDE dataset
- (2018) Anibal Sólon Heinsfeld et al. NeuroImage-Clinical
- Automatic Recognition of fMRI-derived Functional Networks using 3D Convolutional Neural Networks
- (2017) Yu Zhao et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- Unraveling the Complex Tapestry of Association Networks
- (2017) Daniel S. Margulies NEURON
- Parallel Interdigitated Distributed Networks within the Individual Estimated by Intrinsic Functional Connectivity
- (2017) Rodrigo M. Braga et al. NEURON
- Multi-Instance Deep Learning: Discover Discriminative Local Anatomies for Bodypart Recognition
- (2016) Zhennan Yan et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- A Multilayer Perceptron Based Smart Pathological Brain Detection System by Fractional Fourier Entropy
- (2016) Yudong Zhang et al. JOURNAL OF MEDICAL SYSTEMS
- Multimodal population brain imaging in the UK Biobank prospective epidemiological study
- (2016) Karla L Miller et al. NATURE NEUROSCIENCE
- BIL&GIN: A neuroimaging, cognitive, behavioral, and genetic database for the study of human brain lateralization
- (2016) B. Mazoyer et al. NEUROIMAGE
- Taking the Human Out of the Loop: A Review of Bayesian Optimization
- (2016) Bobak Shahriari et al. PROCEEDINGS OF THE IEEE
- Classification and Extraction of Resting State Networks Using Healthy and Epilepsy fMRI Data
- (2016) Svyatoslav Vergun et al. Frontiers in Neuroscience
- Individual Variability of the System-Level Organization of the Human Brain
- (2015) Evan M. Gordon et al. CEREBRAL CORTEX
- AICHA: An atlas of intrinsic connectivity of homotopic areas
- (2015) Marc Joliot et al. JOURNAL OF NEUROSCIENCE METHODS
- Sparse representation of whole-brain fMRI signals for identification of functional networks
- (2015) Jinglei Lv et al. MEDICAL IMAGE ANALYSIS
- Correlated gene expression supports synchronous activity in brain networks
- (2015) J. Richiardi et al. SCIENCE
- Precuneus Is a Functional Core of the Default-Mode Network
- (2014) Amanda V. Utevsky et al. JOURNAL OF NEUROSCIENCE
- Deep learning for neuroimaging: a validation study
- (2014) Sergey M. Plis et al. Frontiers in Neuroscience
- Parcellating an Individual Subject's Cortical and Subcortical Brain Structures Using Snowball Sampling of Resting-State Correlations
- (2013) Gagan S. Wig et al. CEREBRAL CORTEX
- An Anatomical Substrate for Integration among Functional Networks in Human Cortex
- (2013) M. P. van den Heuvel et al. JOURNAL OF NEUROSCIENCE
- Estimation of resting-state functional connectivity using random subspace based partial correlation: A novel method for reducing global artifacts
- (2013) Tianwen Chen et al. NEUROIMAGE
- Estimates of segregation and overlap of functional connectivity networks in the human cerebral cortex
- (2013) B.T. Thomas Yeo et al. NEUROIMAGE
- A review and synthesis of the first 20years of PET and fMRI studies of heard speech, spoken language and reading
- (2012) Cathy J. Price NEUROIMAGE
- A Novel Group ICA Approach Based on Multi-scale Individual Component Clustering. Application to a Large Sample of fMRI Data
- (2012) Mikaël Naveau et al. NEUROINFORMATICS
- Decoding Subject-Driven Cognitive States with Whole-Brain Connectivity Patterns
- (2011) W. R. Shirer et al. CEREBRAL CORTEX
- Brain activity at rest: a multiscale hierarchical functional organization
- (2011) Gaëlle Doucet et al. JOURNAL OF NEUROPHYSIOLOGY
- The organization of the human cerebral cortex estimated by intrinsic functional connectivity
- (2011) B. T. Thomas Yeo et al. JOURNAL OF NEUROPHYSIOLOGY
- Patterns of hemodynamic low-frequency oscillations in the brain are modulated by the nature of free thought during rest
- (2011) Gaëlle Doucet et al. NEUROIMAGE
- Exploring the brain network: A review on resting-state fMRI functional connectivity
- (2010) Martijn P. van den Heuvel et al. EUROPEAN NEUROPSYCHOPHARMACOLOGY
- Growing Together and Growing Apart: Regional and Sex Differences in the Lifespan Developmental Trajectories of Functional Homotopy
- (2010) X.-N. Zuo et al. JOURNAL OF NEUROSCIENCE
- Functional-Anatomic Fractionation of the Brain's Default Network
- (2010) Jessica R. Andrews-Hanna et al. NEURON
- Prediction of Individual Brain Maturity Using fMRI
- (2010) Nico U. F. Dosenbach et al. SCIENCE
- Complex brain networks: graph theoretical analysis of structural and functional systems
- (2009) Ed Bullmore et al. NATURE REVIEWS NEUROSCIENCE
- Correspondence of the brain's functional architecture during activation and rest
- (2009) S. M. Smith et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Precuneus shares intrinsic functional architecture in humans and monkeys
- (2009) D. S. Margulies et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Modulation of temporally coherent brain networks estimated using ICA at rest and during cognitive tasks
- (2008) Vince D. Calhoun et al. HUMAN BRAIN MAPPING
- Normalized Cut Group Clustering of Resting-State fMRI Data
- (2008) Martijn van den Heuvel et al. PLoS One
Publish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn MoreFind the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
Search