Wavelet Energy and Wavelet Coherence as EEG Biomarkers for the Diagnosis of Parkinson's Disease-Related Dementia and Alzheimer's Disease

No abstract is available for this paper.

• Publication year

  2015

• Venue

  Entropy

• Publication date

  2015-12-29

• Fields of study

  Medicine, Computer Science, Mathematics

• Identifiers
  DOI 10.3390/e18010008
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

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  2016cited by this paper
• Power spectral density and coherence analysis of Alzheimer’s EEG

  2014cited by this paper
• Decreased coherence and functional connectivity of electroencephalograph in Alzheimer's disease.

  2014cited by this paper
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  2012cited by this paper
• Pattern Classification

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  2012cited by this paper
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  2012cited by this paper
• Clinical EEG in cognitively impaired patients with Parkinson's Disease.

  2011cited by this paper
• The diagnosis of dementia due to Alzheimer's disease: Recommendations from the National Institute on Aging‐Alzheimer's Association workgroups on diagnostic guidelines for Alzheimer's disease

  2011cited by this paper
• Cortical sources of resting state electroencephalographic rhythms in Parkinson's disease related dementia and Alzheimer's disease.

  2011cited by this paper
• Slowing and Loss of Complexity in Alzheimer's EEG: Two Sides of the Same Coin?

  2011cited by this paper
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  2011cited by this paper
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  2011cited by this paper
• Quantitative EEG as a predictive biomarker for Parkinson disease dementia

  2011cited by this paper
• "Parkinson-dementia" diseases: a comparison by double tracer SPECT studies.

  2009cited by this paper
• EEG synchrony analysis for early diagnosis of Alzheimer's disease: A study with several synchrony measures and EEG data sets

  2009cited by this paper
• Increased cortico-cortical functional connectivity in early-stage Parkinson's disease: An MEG study

  2008cited by this paper
• Enhanced frontal low and high frequency power and synchronization in the resting EEG of parkinsonian patients

  2008cited by this paper
• EEG comparisons in early Alzheimer's disease, dementia with Lewy bodies and Parkinson's disease with dementia patients with a 2-year follow-up.

  2008cited by this paper
• Clinical diagnostic criteria for dementia associated with Parkinson's disease

  2007cited by this paper
• High Thalamocortical Theta Coherence in Patients with Parkinson's Disease

  2007cited by this paper
• EEG and MEG coherence: measures of functional connectivity at distinct spatial scales of neocortical dynamics.

  2007cited by this paper
• Slowing of oscillatory brain activity is a stable characteristic of Parkinson's disease without dementia.

  2007cited by this paper
• Cognitive Dysfunctions in Mild Parkinson’s Disease Dementia: Comparison with Patients Having Mild Alzheimer’s Disease and Normal Controls

  2007cited by this paper
• Different functional loops between cerebral cortex and the subthalmic area in Parkinson's disease.

  2006cited by this paper
• Accuracy of single-photon emission computed tomography in differentiating frontotemporal dementia from Alzheimer’s disease

  2006cited by this paper
• Cortico-cortical coupling in Parkinson's disease and its modulation by therapy.

  2005cited by this paper
• Normal and pathological oscillatory communication in the brain

  2005cited by this paper
• EEG dynamics in patients with Alzheimer's disease.

  2004influential reference
• Regional cerebral blood flow in Parkinson's disease with and without dementia

  2003cited by this paper
• EEG synchronization in mild cognitive impairment and Alzheimer's disease

  2003cited by this paper
• Neuropsychiatric differences between Parkinson's disease with dementia and Alzheimer's disease

  2001cited by this paper
• Wavelet entropy: a new tool for analysis of short duration brain electrical signals.

  2001cited by this paper
• Mutual information analysis of the EEG in patients with Alzheimer's disease.

  2001cited by this paper
• Motor correlates of occipital glucose hypometabolism in Parkinson’s disease without dementia

  1999cited by this paper
• Time-frequency analysis of electroencephalogram series. III. Wavelet packets and information cost function

  1998cited by this paper
• Quantitative electroencephalography power and coherence in Alzheimer's disease and mild cognitive impairment.

  1996cited by this paper
• EEG frequency analysis in demented and nondemented parkinsonian patients.

  1994cited by this paper
• Reduced EEG coherence in dementia: state or trait marker?

  1994cited by this paper
• Ten Lectures on Wavelets

  1992cited by this paper
• Slowing of EEG in Parkinson's disease.

  1991cited by this paper
• A hypothesis on the pathophysiological mechanisms that underlie levodopa‐ or dopamine agonist‐induced dyskinesia in Parkinson's disease: Implications for future strategies in treatment

  1990cited by this paper
• Cross spectral analysis of nonstationary processes

  1990cited by this paper
• Volume conduction and EEG measurements within the brain: a quantitative approach to the influence of electrical spread on the linear relationship of activity measured at different locations.

  1977cited by this paper
• “Mini-mental state”: A practical method for grading the cognitive state of patients for the clinician

  1975influential reference
• Nonlinear Processes in Geophysics Application of the Cross Wavelet Transform and Wavelet Coherence to Geophysical Time Series

  year unknowncited by this paper
• Nonlinear Processes in Geophysics on the Problem of Optimal Approximation of the Four-wave Kinetic Integral

  year unknowncited by this paper

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• Resting-state EEG changes associated with cognitive decline in Parkinson's disease: a systematic review.

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• An effective integration of command spatial pattern (CSP) and wavelet packet decomposed (WPD) interference to ascertain the intention of the EEG signal

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• EEG-based Global Brain Activity Analysis of Parkinson’s Disease

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• AI for the detection of neurological condition: Parkinson's disease & emotions

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• Computational methods of EEG signals analysis for Alzheimer’s disease classification

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• Building occupancy estimation using microwave Doppler radar and wavelet transform

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• Epileptic electroencephalogram signal classification using wavelet energy and random forest

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  2023cites this paper
• Alzheimer’s disease: a scoping review of biomarker research and development for effective disease diagnosis

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  2021cites this paper
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  2021cites this paper
• Detection of Parkinson’s disease using automated tunable Q wavelet transform technique with EEG signals

  2021cites this paper
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  2021cites this paper
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• Brain functional and effective connectivity based on electroencephalography recordings: A review

  2021cites this paper
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  2021influential citation
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  2021cites this paper
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  2018cites this paper
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  2018cites this paper
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  2018cites this paper
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