Complexity Analysis of EEG, MEG, and fMRI in Mild Cognitive Impairment and Alzheimer’s Disease: A Review
出版年份 2020 全文链接
标题
Complexity Analysis of EEG, MEG, and fMRI in Mild Cognitive Impairment and Alzheimer’s Disease: A Review
作者
关键词
-
出版物
Entropy
Volume 22, Issue 2, Pages 239
出版商
MDPI AG
发表日期
2020-02-21
DOI
10.3390/e22020239
参考文献
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注意：仅列出部分参考文献，下载原文获取全部文献信息。- EEG Characterization of the Alzheimer’s Disease Continuum by Means of Multiscale Entropies
- (2019) Aarón Maturana-Candelas et al. Entropy
- A novel methodology for automated differential diagnosis of mild cognitive impairment and the Alzheimer’s disease using EEG signals
- (2019) Juan P. Amezquita-Sanchez et al. JOURNAL OF NEUROSCIENCE METHODS
- Early Alzheimer’s disease diagnosis based on EEG spectral images using deep learning
- (2019) Xiaojun Bi et al. NEURAL NETWORKS
- Automated Detection of Alzheimer’s Disease Using Brain MRI Images– A Study with Various Feature Extraction Techniques
- (2019) U. Rajendra Acharya et al. JOURNAL OF MEDICAL SYSTEMS
- Complexity changes in preclinical Alzheimer’s disease: An MEG study of subjective cognitive decline and mild cognitive impairment
- (2019) Elizabeth Shumbayawonda et al. CLINICAL NEUROPHYSIOLOGY
- Complexity Measures for Quantifying Changes in Electroencephalogram in Alzheimer’s Disease
- (2018) Ali H. Husseen Al-Nuaimi et al. COMPLEXITY
- Fuzzy Entropy Analysis of the Electroencephalogram in Patients with Alzheimer’s Disease: Is the Method Superior to Sample Entropy?
- (2018) Samantha Simons et al. Entropy
- Automated Multiclass Classification of Spontaneous EEG Activity in Alzheimer’s Disease and Mild Cognitive Impairment
- (2018) Saúl Ruiz-Gómez et al. Entropy
- EEG and cognitive biomarkers based mild cognitive impairment diagnosis
- (2018) N. Sharma et al. IRBM
- Topological Pattern Recognition of Severe Alzheimer's Disease via Regularized Supervised Learning of EEG Complexity
- (2018) Miaolin Fan et al. Frontiers in Neuroscience
- Dynamic Complexity of Spontaneous BOLD Activity in Alzheimer’s Disease and Mild Cognitive Impairment Using Multiscale Entropy Analysis
- (2018) Yan Niu et al. Frontiers in Neuroscience
- Quantitative EEG Markers of Entropy and Auto Mutual Information in Relation to MMSE Scores of Probable Alzheimer’s Disease Patients
- (2017) Carmina Coronel et al. Entropy
- Discrimination of stroke-related mild cognitive impairment and vascular dementia using EEG signal analysis
- (2017) Noor Kamal Al-Qazzaz et al. MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING
- Amyloid-β and tau complexity — towards improved biomarkers and targeted therapies
- (2017) Juan Carlos Polanco et al. Nature Reviews Neurology
- Plaque formation and the intraneuronal accumulation of β-amyloid in Alzheimer's disease
- (2017) Reisuke H. Takahashi et al. PATHOLOGY INTERNATIONAL
- Decreased Complexity in Alzheimer's Disease: Resting-State fMRI Evidence of Brain Entropy Mapping
- (2017) Bin Wang et al. Frontiers in Aging Neuroscience
- Study of memory deficit in Alzheimer’s disease by means of complexity analysis of fNIRS signal
- (2017) David Perpetuini et al. Neurophotonics
- A new methodology for automated diagnosis of mild cognitive impairment (MCI) using magnetoencephalography (MEG)
- (2016) Juan P. Amezquita-Sanchez et al. BEHAVIOURAL BRAIN RESEARCH
- Multivariate multi-scale weighted permutation entropy analysis of EEG complexity for Alzheimer’s disease
- (2016) Bin Deng et al. Cognitive Neurodynamics
- Application of Higuchi's fractal dimension from basic to clinical neurophysiology: A review
- (2016) Srdjan Kesić et al. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
- A Conceptualization of the Utility of Subjective Cognitive Decline in Clinical Trials of Preclinical Alzheimer’s Disease
- (2016) Rachel F. Buckley et al. JOURNAL OF MOLECULAR NEUROSCIENCE
- Electroencephalographic Fractal Dimension in Healthy Ageing and Alzheimer’s Disease
- (2016) Fenne Margreeth Smits et al. PLoS One
- Multiscale entropy analysis of resting-state magnetoencephalogram with tensor factorisations in Alzheimer's disease
- (2015) Javier Escudero et al. BRAIN RESEARCH BULLETIN
- Multiple characteristics analysis of Alzheimer’s electroencephalogram by power spectral density and Lempel–Ziv complexity
- (2015) Xiaokun Liu et al. Cognitive Neurodynamics
- Neuropsychiatric symptoms in Alzheimer's disease: What might be associated brain circuits?
- (2015) Paul B. Rosenberg et al. MOLECULAR ASPECTS OF MEDICINE
- A review on Alzheimer's disease pathophysiology and its management: an update
- (2015) Anil Kumar et al. Pharmacological Reports
- Amyloid biomarkers in Alzheimer's disease
- (2015) Kaj Blennow et al. TRENDS IN PHARMACOLOGICAL SCIENCES
- LOSS OF FUNCTIONAL CONNECTIVITY IS GREATER OUTSIDE THE DEFAULT MODE NETWORK IN NON-FAMILIAL EARLY-ONSET AD VARIANTS
- (2014) Manja Lehmann et al. Alzheimers & Dementia
- Spectral and complexity analysis of scalp EEG characteristics for mild cognitive impairment and early Alzheimer's disease
- (2014) Joseph C. McBride et al. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
- Quantitative EEG in Alzheimer's disease: Cognitive state, resting state and association with disease severity
- (2014) Heinrich Garn et al. INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY
- A direct relationship between oscillatory subthalamic nucleus–cortex coupling and rest tremor in Parkinson’s disease
- (2013) Jan Hirschmann et al. BRAIN
- Spectral Asymmetry and Higuchi’s Fractal Dimension Measures of Depression Electroencephalogram
- (2013) Maie Bachmann et al. Computational and Mathematical Methods in Medicine
- Entropic Measures of EEG Complexity in Alzheimer's Disease Through a Multivariate Multiscale Approach
- (2013) Domenico Labate et al. IEEE SENSORS JOURNAL
- Multilevel Image Thresholding Based on 2D Histogram and Maximum Tsallis Entropy— A Differential Evolution Approach
- (2013) Soham Sarkar et al. IEEE TRANSACTIONS ON IMAGE PROCESSING
- Monotonicity of a relative Rényi entropy
- (2013) Rupert L. Frank et al. JOURNAL OF MATHEMATICAL PHYSICS
- Complexity Analysis of Resting State Magnetoencephalography Activity in Traumatic Brain Injury Patients
- (2013) Qian Luo et al. JOURNAL OF NEUROTRAUMA
- Functional connectivity and oscillatory neuronal activity in the resting human brain
- (2013) M. Ganzetti et al. NEUROSCIENCE
- Electroencephalogram signatures of loss and recovery of consciousness from propofol
- (2013) P. L. Purdon et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- EEG in the diagnostics of Alzheimer’s disease
- (2013) M. Waser et al. STATISTICAL PAPERS
- Resting brains never rest: computational insights into potential cognitive architectures
- (2013) Gustavo Deco et al. TRENDS IN NEUROSCIENCES
- Complex biomarker discovery in neuroimaging data: Finding a needle in a haystack
- (2013) Gowtham Atluri et al. NeuroImage-Clinical
- Comparison of International Working Group criteria and National Institute on Aging–Alzheimer’s Association criteria for Alzheimer’s disease
- (2012) Pieter Jelle Visser et al. Alzheimers & Dementia
- Multiscale permutation entropy analysis of EEG in mild probable Alzheimer's patients during an episodic memory paradigm
- (2012) Gordon Morison et al. Alzheimers & Dementia
- 2012 Alzheimer’s disease facts and figures
- (2012) Alzheimers & Dementia
- The Appropriate Use of Approximate Entropy and Sample Entropy with Short Data Sets
- (2012) Jennifer M. Yentes et al. ANNALS OF BIOMEDICAL ENGINEERING
- Electrophysiological entropy in younger adults, older controls and older cognitively declined adults
- (2012) Michael J. Hogan et al. BRAIN RESEARCH
- Diagnostic Value of Resting Electroencephalogram in Attention-Deficit/Hyperactivity Disorder Across the Lifespan
- (2012) Martina D. Liechti et al. BRAIN TOPOGRAPHY
- Effects of acetylcholinesterase inhibitors and memantine on resting-state electroencephalographic rhythms in Alzheimer’s disease patients
- (2012) Claudio Babiloni et al. CLINICAL NEUROPHYSIOLOGY
- Permutation Entropy and Its Main Biomedical and Econophysics Applications: A Review
- (2012) Massimiliano Zanin et al. Entropy
- Abnormal amplitude low-frequency oscillations in medication-naive, first-episode patients with major depressive disorder: A resting-state fMRI study
- (2012) Feng Liu et al. JOURNAL OF AFFECTIVE DISORDERS
- Analysis of spontaneous MEG activity in mild cognitive impairment and Alzheimer's disease using spectral entropies and statistical complexity measures
- (2012) Ricardo Bruña et al. Journal of Neural Engineering
- Cognitive reserve in ageing and Alzheimer's disease
- (2012) Yaakov Stern LANCET NEUROLOGY
- Complexity of spontaneous BOLD activity in default mode network is correlated with cognitive function in normal male elderly: a multiscale entropy analysis
- (2012) Albert C. Yang et al. NEUROBIOLOGY OF AGING
- A brief review on the history of human functional near-infrared spectroscopy (fNIRS) development and fields of application
- (2012) Marco Ferrari et al. NEUROIMAGE
- Spectral and Non-Linear Analyses of Spontaneous Magnetoencephalographic Activity in Alzheimer's Disease
- (2012) Jesús Poza et al. Journal of Healthcare Engineering
- Correlation dimension based lossless compression of EEG signals
- (2011) N. Sriraam Biomedical Signal Processing and Control
- Brain connectivity during resting state and subsequent working memory task predicts behavioural performance
- (2011) Roser Sala-Llonch et al. CORTEX
- Order and disorder in ecological time-series: Introducing normalized spectral entropy
- (2011) Nicola Zaccarelli et al. ECOLOGICAL INDICATORS
- Cognitive procedural learning in early Alzheimer's disease: Impaired processes and compensatory mechanisms
- (2011) H. Beaunieux et al. Journal of Neuropsychology
- Variability of Brain Signals Processed Locally Transforms into Higher Connectivity with Brain Development
- (2011) V. A. Vakorin et al. JOURNAL OF NEUROSCIENCE
- Complexity Analysis of Spontaneous Brain Activity in Alzheimer Disease and Mild Cognitive Impairment
- (2010) Alberto Fernández et al. ALZHEIMER DISEASE & ASSOCIATED DISORDERS
- Assessment of EEG dynamical complexity in Alzheimer’s disease using multiscale entropy
- (2010) Tomoyuki Mizuno et al. CLINICAL NEUROPHYSIOLOGY
- Diagnosis of Alzheimers Disease from EEG Signals: Where Are We Standing?
- (2010) J. Dauwels et al. Current Alzheimer Research
- Global dynamical analysis of the EEG in Alzheimer’s disease: Frequency-specific changes of functional interactions
- (2008) B. Jelles et al. CLINICAL NEUROPHYSIOLOGY
- Evaluation of spectral ratio measures from spontaneous MEG recordings in patients with Alzheimer's disease
- (2008) Jesús Poza et al. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
- Spectral and Nonlinear Analyses of MEG Background Activity in Patients With Alzheimer's Disease
- (2008) R. Hornero et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- Approximate entropy and auto mutual information analysis of the electroencephalogram in Alzheimer’s disease patients
- (2008) D. Abásolo et al. MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING
- Use of the Higuchi's fractal dimension for the analysis of MEG recordings from Alzheimer's disease patients
- (2008) Carlos Gómez et al. MEDICAL ENGINEERING & PHYSICS
- Noise in the nervous system
- (2008) A. Aldo Faisal et al. NATURE REVIEWS NEUROSCIENCE
- Nonlinear analysis of electroencephalogram and magnetoencephalogram recordings in patients with Alzheimer's disease
- (2008) R. Hornero et al. PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES
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