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Journal of Healthcare Engineering
Volume 6 (2015), Issue 1, Pages 55-70
http://dx.doi.org/10.1260/2040-2295.6.1.55
Research Article

Discrimination of Mild Cognitive Impairment and Alzheimer's Disease Using Transfer Entropy Measures of Scalp EEG

Joseph McBride,1 Xiaopeng Zhao,1 Nancy Munro,2 Gregory Jicha,3,4 Charles Smith,3,4 and Yang Jiang3,5

1Department of Mechanical, Aerospace, and Biomedical Engineering, University of Tennessee, Knoxville, TN, USA
2Oak Ridge Nation Laboratory, Oak Ridge, TN, USA
3Sanders-Brown Center on Aging, University of Kentucky College of Medicine, Lexington, KY, USA
4Department of Neurology, University of Kentucky College of Medicine, Lexington, KY, USA
5Department of Behavioral Science, University of Kentucky College of Medicine, Lexington, KY, USA

Received 1 April 2014; Accepted 1 December 2014

Copyright © 2015 Hindawi Publishing Corporation. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Citations to this Article [6 citations]

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  • Yunhua Peng, Chen Hou, Ziqi Yang, Caixia Li, Liyan Jia, Jing Liu, Ying Tang, Le Shi, Yongqin Li, Jiangang Long, and Jiankang Liu, “Hydroxytyrosol mildly improve cognitive function independent of APP processing in APP/PS1 mice,” Molecular Nutrition & Food Research, 2016. View at Publisher · View at Google Scholar
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  • John Fredy Ochoa, Joan Francesc Alonso, Jon Edinson Duque, Carlos Andrés Tobón, Miguel Angel Mañanas, Francisco Lopera, and Alher Mauricio Hernández, “Successful Scene Encoding Induces Increased Directed Connectivity in Presymptomatic Early-Onset Alzheimer’s Disease,” Journal of Alzheimer's Disease, pp. 1–11, 2016. View at Publisher · View at Google Scholar
  • Yvonne Höller, Arne C. Bathke, Andreas Uhl, Nicolas Strobl, Adelheid Lang, Jürgen Bergmann, Raffaele Nardone, Fabio Rossini, Harald Zauner, Margarita Kirschner, Amirhossein Jahanbekam, Eugen Trinka, and Wolfgang Staffen, “Combining SPECT and Quantitative EEG Analysis for the Automated Differential Diagnosis of Disorders with Amnestic Symptoms,” Frontiers in Aging Neuroscience, vol. 9, 2017. View at Publisher · View at Google Scholar
  • Samantha Simons, and Daniel Abásolo, “Distance-Based Lempel–Ziv Complexity for the Analysis of Electroencephalograms in Patients with Alzheimer’s Disease,” Entropy, vol. 19, no. 3, pp. 129, 2017. View at Publisher · View at Google Scholar
  • Leena T. Timothy, Bindu M. Krishna, and Usha Nair, “Classification of mild cognitive impairment EEG using combined recurrence and cross recurrence quantification analysis,” International Journal of Psychophysiology, vol. 120, pp. 86–95, 2017. View at Publisher · View at Google Scholar