4.7 Review

Monofractal analysis of functional magnetic resonance imaging: An introductory review

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Physiology

Fractal-Based Analysis of fMRI BOLD Signal During Naturalistic Viewing Conditions

Olivia Campbell et al.

Summary: This study found that the fractal dynamics of BOLD signal during movie-watching are higher compared to rest. Higher Hurst exponent (H) values indicate greater fractal properties in the signal structure. Specifically, the visual, somatomotor, and dorsal attention networks showed higher H values during movie-watching, while the frontoparietal and default networks showed lower H values. The fractal properties were observed in movie-derived stimulus properties, such as luminance changes, but not in head motion estimates.

FRONTIERS IN PHYSIOLOGY (2022)

Article Neurosciences

Temporal complexity of fMRI is reproducible and correlates with higher order cognition

Amir Omidvarnia et al.

Summary: The study quantified multiscale entropy of resting state functional magnetic resonance imaging (rsfMRI) data in different brain regions, revealing high temporal complexity in default mode and frontoparietal networks, and lower temporal complexity in subcortical areas and the limbic system. Test-retest analysis demonstrated reproducibility of results across individuals, highlighting the relationship between functional brain connectivity strengths and changes in rsfMRI temporal complexity over time scales.

NEUROIMAGE (2021)

Review Physiology

Fractal Analysis of Lung Structure in Chronic Obstructive Pulmonary Disease

Naoya Tanabe et al.

FRONTIERS IN PHYSIOLOGY (2020)

Article Neurosciences

On the analysis of rapidly sampled fMRI data

Jingyuan E. Chen et al.

NEUROIMAGE (2019)

Article Multidisciplinary Sciences

Scale-free networks are rare

Anna D. Broido et al.

NATURE COMMUNICATIONS (2019)

Article Neurosciences

Hurst Exponent Analysis of Resting-State fMRI Signal Complexity across the Adult Lifespan

Jianxin Dong et al.

FRONTIERS IN NEUROSCIENCE (2018)

Article Physiology

Fractal Analysis of BOLD Time Series in a Network Associated With Waiting Impulsivity

Atae Akhrif et al.

FRONTIERS IN PHYSIOLOGY (2018)

Article Physics, Fluids & Plasmas

Mutual information identifies spurious Hurst phenomena in resting state EEG and fMRI data

Frederic von Wegner et al.

PHYSICAL REVIEW E (2018)

Article Cardiac & Cardiovascular Systems

The fractal heart - embracing mathematics in the cardiology clinic

Gabriella Captur et al.

NATURE REVIEWS CARDIOLOGY (2017)

Article Physiology

Decomposing Multifractal Crossovers

Zoltan Nagy et al.

FRONTIERS IN PHYSIOLOGY (2017)

Article Behavioral Sciences

Not in one metric: Neuroticism modulates different resting state metrics within distinctive brain regions

Claudio Gentili et al.

BEHAVIOURAL BRAIN RESEARCH (2017)

Article Radiology, Nuclear Medicine & Medical Imaging

A preliminary study on the effects of acute ethanol ingestion on default mode network and temporal fractal properties of the brain

Alexander M. Weber et al.

MAGNETIC RESONANCE MATERIALS IN PHYSICS BIOLOGY AND MEDICINE (2014)

Article Multidisciplinary Sciences

Fractal Dimension of EEG Activity Senses Neuronal Impairment in Acute Stroke

Filippo Zappasodi et al.

PLOS ONE (2014)

Article Multidisciplinary Sciences

Nonlinear Complexity Analysis of Brain fMRI Signals in Schizophrenia

Moses O. Sokunbi et al.

PLOS ONE (2014)

Article Physics, Multidisciplinary

Real-time fractal signal processing in the time domain

Andras Hartmann et al.

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS (2013)

Article Multidisciplinary Sciences

Optimizing Complexity Measures for fMRI Data: Algorithm, Artifact, and Sensitivity

Denis Rubin et al.

PLOS ONE (2013)

Article Radiology, Nuclear Medicine & Medical Imaging

Correlating brain blood oxygenation level dependent (BOLD) fractal dimension mapping with magnetic resonance spectroscopy (MRS) in Alzheimer's disease

Mohammed A. Warsi et al.

MAGNETIC RESONANCE MATERIALS IN PHYSICS BIOLOGY AND MEDICINE (2012)

Review Behavioral Sciences

The role of default network deactivation in cognition and disease

Alan Anticevic et al.

TRENDS IN COGNITIVE SCIENCES (2012)

Article Physiology

Pitfalls in fractal time series analysis: fMRI BOLD as an exemplary case

Andras Eke et al.

FRONTIERS IN PHYSIOLOGY (2012)

Article Neurosciences

A Shift to Randomness of Brain Oscillations in People with Autism

Meng-Chuan Lai et al.

BIOLOGICAL PSYCHIATRY (2010)

Review Neurosciences

Complex brain networks: graph theoretical analysis of structural and functional systems

Edward T. Bullmore et al.

NATURE REVIEWS NEUROSCIENCE (2009)

Article Multidisciplinary Sciences

Endogenous Human Brain Dynamics Recover Slowly Following Cognitive Effort

Anna Barnes et al.

PLOS ONE (2009)

Article Mathematics, Applied

Power-Law Distributions in Empirical Data

Aaron Clauset et al.

SIAM REVIEW (2009)

Article Engineering, Electrical & Electronic

Log Wavelet Leaders Cumulant Based Multifractal Analysis of EVI fMRI Time Series: Evidence of Scaling in Ongoing and Evoked Brain Activity

Philippe Ciuciu et al.

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING (2008)

Article Biochemical Research Methods

Nonparametric trend estimation in the presence of fractal noise: Application to fMRI time-series analysis

Babak Afshinpour et al.

JOURNAL OF NEUROSCIENCE METHODS (2008)

Article Computer Science, Interdisciplinary Applications

Estimation of Hurst exponent revisited

J. Mielniczuk et al.

COMPUTATIONAL STATISTICS & DATA ANALYSIS (2007)

Article Multidisciplinary Sciences

On the Dynamics of the Spontaneous Activity in Neuronal Networks

Alberto Mazzoni et al.

PLOS ONE (2007)

Article Geriatrics & Gerontology

Age and cholinergic effects on hemodynamics and functional coherence of human hippocampus

Alle Meije Wink et al.

NEUROBIOLOGY OF AGING (2006)

Review Physics, Multidisciplinary

Power laws, Pareto distributions and Zipf's law

MEJ Newman

CONTEMPORARY PHYSICS (2005)

Article Neurosciences

Wavelets and functional magnetic resonance imaging of the human brain

ET Bullmore et al.

NEUROIMAGE (2004)

Article Physics, Multidisciplinary

Scaling laws and persistence in human brain activity

S Thurner et al.

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS (2003)

Review Biophysics

Fractal characterization of complexity in temporal physiological signals

A Eke et al.

PHYSIOLOGICAL MEASUREMENT (2002)

Review Geriatrics & Gerontology

Changing complexity in human behavior and physiology through aging and disease

DE Vaillancourt et al.

NEUROBIOLOGY OF AGING (2002)

Article Physiology

Physiological time series:: distinguishing fractal noises from motions

A Eke et al.

PFLUGERS ARCHIV-EUROPEAN JOURNAL OF PHYSIOLOGY (2000)