ReviewEntropy (Basel, Switzerland)2022
Functional Connectivity Methods and Their Applications in fMRI Data.
Review in Entropy (Basel, Switzerland), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
24 citing papers in PubMed.
- Frequency-filtered attention for cross-species fMRI time series prediction under small-sample learning.iScience · 2026Article
- Neural manifold connectomics reveals multiregime functional connectivity.bioRxiv : the preprint server for biology · 2026Article
- Resting-state functional connectivity and cognitive impairment after COVID-19 infection: Evidence from a large-scale fMRI study.European psychiatry : the journal of the Association of European Psychiatrists · 2026Article
- Replicability of Functional Brain Networks: A Study Through the Lens of Seven Resting-State Networks.Human brain mapping · 2026Article
- Neurons embedded in loop-like motifs act as central hubs for brain-wide integration.The Journal of physiology · 2026Article
- Increased sensitivity in identifying language-related functional connectivity using jackknife resampling analyses.Network neuroscience (Cambridge, Mass.) · 2026Article
- Beyond tractography in brain connectivity mapping with dMRI morphometry and functional networks.Brain structure & function · 2025Review
- Toward Granular Brain Intrinsic Connectivity Networks and Insights into Schizophrenia.bioRxiv : the preprint server for biology · 2025Article
- Co-Community Network Analysis Reveals Alterations in Brain Networks in Alzheimer's Disease.Brain sciences · 2025Article
- Altered Intra- and Inter-Network Resting-State Functional Connectivity is Associated with Neuropsychological Functioning and Clinical Symptoms in Patients with Isolated Rapid Eye Movement Sleep Behavior Disorder.Movement disorders : official journal of the Movement Disorder Society · 2025Article
- Ultrafine brain intrinsic connectivity networks template via very-high-order independent component analysis of large-scale resting-state functional magnetic resonance imaging data.Frontiers in neuroscience · 2025Article
- Comparison of the performance of machine learning algorithms for the task-switching functional magnetic resonance imaging data for distinguishing attention deficit hyperactivity disorder from bipolar disorder.Journal of research in medical sciences : the official journal of Isfahan University of Medical Sciences · 2025Article
- Study on the Changes of Brain Function in Adolescents With Pain-Depression Comorbidity Based on rs-FMRI.Depression and anxiety · 2025Article
- Article
- Connectivity analyses for task-based fMRI.Physics of life reviews · 2024Review
- Classification of female MDD patients with and without suicidal ideation using resting-state functional magnetic resonance imaging and machine learning.Frontiers in human neuroscience · 2024Article
- Facial functional networks during resting state revealed by thermal infrared imaging.Physical and engineering sciences in medicine · 2023Article
- Revisiting Functional Dysconnectivity: a Review of Three Model Frameworks in Schizophrenia.Current neurology and neuroscience reports · 2023Review
- Article
- Traditional Chinese Manual Therapy (Tuina) reshape the function of default mode network in patients with lumbar disc herniation.Frontiers in neuroscience · 2023Article
Corrections and comments
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Authors and funding
2 authors.
Funding
Abstract
The availability of powerful non-invasive neuroimaging techniques has given rise to various studies that aim to map the human brain. These studies focus on not only finding brain activation signatures but also on understanding the overall organization of functional communication in the brain network. Based on the principle that distinct brain regions are functionally connected and continuously share information with each other, various approaches to finding these functional networks have been proposed in the literature. In this paper, we present an overview of the most common methods to estimate and characterize functional connectivity in fMRI data. We illustrate these methodologies with resting-state functional MRI data from the Human Connectome Project, providing details of their implementation and insights on the interpretations of the results. We aim to guide researchers that are new to the field of neuroimaging by providing the necessary tools to estimate and characterize brain circuitry.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.