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Brain Informatics and Health

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Cover of 'Brain Informatics and Health'

Table of Contents

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    Book Overview
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    Chapter 1 Eye Tracking and EEG Features for Salient Web Object Identification
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    Chapter 2 Cognitive Task Classificaiton from Wireless EEG
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    Chapter 3 Identifying the Computational Parameters Gone Awry in Psychosis
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    Chapter 4 Morphologic and Functional Connectivity Alterations in Patients with Major Depressive Disorder
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    Chapter 5 A Cognitive Model for Understanding Chinese Character
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    Chapter 6 Identification of Gender Specific Biomarkers for Alzheimer’s Disease
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    Chapter 7 BRAINtrinsic: A Virtual Reality-Compatible Tool for Exploring Intrinsic Topologies of the Human Brain Connectome
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    Chapter 8 Sleep Stages Classification from Electroencephalographic Signals Based on Unsupervised Feature Space Clustering
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    Chapter 9 Identifying Distinguishing Factors in Predicting Brain Activities – An Inclusive Machine Learning Approach
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    Chapter 10 Classification Analysis of Chronological Age Using Brief Resting Electroencephalographic (EEG) Recordings
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    Chapter 11 Identification of Discriminative Subgraph Patterns in fMRI Brain Networks in Bipolar Affective Disorder
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    Chapter 12 Two-dimensional Enrichment Analysis for Mining High-level Imaging Genetic Associations.
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    Chapter 13 Minimum Partial Correlation: An Accurate and Parameter-Free Measure of Functional Connectivity in fMRI
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    Chapter 14 A Model-Guided String-Based Approach to White Matter Fiber-Bundles Extraction
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    Chapter 15 Towards the Identification of Disease Signatures
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    Chapter 16 The Unsupervised Hierarchical Convolutional Sparse Auto-Encoder for Neuroimaging Data Classification
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    Chapter 17 A Personalized Method of Literature Recommendation Based on Brain Informatics Provenances
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    Chapter 18 Measuring Emotion Regulation with Single Dry Electrode Brain Computer Interface
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    Chapter 19 Myndplay: Measuring Attention Regulation with Single Dry Electrode Brain Computer Interface
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    Chapter 20 Optimizing Performance of Non-Expert Users in Brain-Computer Interaction by Means of an Adaptive Performance Engine
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    Chapter 21 Movement Intention Detection from Autocorrelation of EEG for BCI
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    Chapter 22 Time-Varying Parametric Modeling of ECoG for Syllable Decoding
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    Chapter 23 Classification Accuracy Improvement of Chromatic and High–Frequency Code–Modulated Visual Evoked Potential–Based BCI
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    Chapter 24 Investigation of Familiarity Effects in Music-Emotion Recognition Based on EEG
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    Chapter 25 A Neural Network Based Model for Predicting Psychological Conditions
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    Chapter 26 Application to Women’s Healthcare of Health Management System Using a Tablet Phone
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    Chapter 27 GN-SCCA: GraphNet Based Sparse Canonical Correlation Analysis for Brain Imaging Genetics
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    Chapter 28 B-Spline Registration of Neuroimaging Modalites with Map-Reduce Framework
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    Chapter 29 Brain Informatics and Health
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    Chapter 30 Sleep Stages Classification Using Neural Networks with Multi-channel Neural Data
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    Chapter 31 Unveil the Switching Deficits in Depression by the Dwelling Time in Dominant Community of Resting-State Networks
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    Chapter 32 Visual Object Categorization from Whole to Fine: Evidence from ERP
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    Chapter 33 Joint Decision Making on Two Perception Systems Using Diversity Rank-Score Function Graph
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    Chapter 34 Interactive and Iterative Annotation for Biomedical Entity Recognition
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    Chapter 35 Analysis of Patient Groups and Immunization Results Based on Subspace Clustering
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    Chapter 36 Witnesses for the Doctor in the Loop
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    Chapter 37 Detection of Diabetic Retinopathy and Maculopathy in Eye Fundus Images Using Fuzzy Image Processing
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    Chapter 38 A Domain-Expert Centered Process Model for Knowledge Discovery in Medical Research: Putting the Expert-in-the-Loop
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    Chapter 39 The Research of Depression Based on Power Spectrum
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    Chapter 40 Modelling Uncertainty in Health Care Systems
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    Chapter 41 Brief Discussion on Current Computerized Cognitive Behavioral Therapy
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    Chapter 42 A Middleware for Integrating Cognitive Architectures
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    Chapter 43 Four Ways to Evaluate Arguments According to Agent Engagement
Attention for Chapter 39: The Research of Depression Based on Power Spectrum
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Chapter title
The Research of Depression Based on Power Spectrum
Chapter number 39
Book title
Brain Informatics and Health
Published in
Lecture notes in computer science, August 2015
DOI 10.1007/978-3-319-23344-4_39
Book ISBNs
978-3-31-923343-7, 978-3-31-923344-4
Authors

Ming-Hou Sun, Qing-Lin Zhao, Bin Hu, Yan Chen, Li-Juan Xu, Hong Peng

Editors

Yike Guo, Karl Friston, Faisal Aldo, Sean Hill, Hanchuan Peng

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 5 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 5 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 3 60%
Professor > Associate Professor 1 20%
Lecturer 1 20%
Readers by discipline Count As %
Computer Science 2 40%
Biochemistry, Genetics and Molecular Biology 1 20%
Neuroscience 1 20%
Engineering 1 20%