Brain Informatics and Health: International Conference, BIH 2016, Omaha, NE, USA, October 13-16, 2016 Proceedings

Front Matter....Pages I-XIV
Front Matter....Pages 1-1
Robust Neuron Counting Based on Fusion of Shape Map and Multi-cue Learning....Pages 3-13
Identification of Relevant Inter-channel EEG Connectivity Patterns: A Kernel-Based Supervised Approach....Pages 14-23
Computational Role of Astrocytes in Bayesian Inference and Probability Distribution Encoding....Pages 24-33
An Automatic Neuron Tracing Method Based on Mean Shift and Minimum Spanning Tree....Pages 34-41
Graph Theoretic Compressive Sensing Approach for Classification of Global Neurophysiological States from Electroencephalography (EEG) Signals....Pages 42-51
Fast Marching Spanning Tree: An Automatic Neuron Reconstruction Method....Pages 52-60
On Simple Models of Associative Memory: Network Density Is Not Required for Provably Complex Behavior....Pages 61-71
Front Matter....Pages 73-73
Human Emotion Variation Analysis Based on EEG Signal and POMS Scale....Pages 75-84
Visual Information Processing Mechanism Revealed by fMRI Data....Pages 85-93
Research About Alpha EEG Asymmetry and Self-consciousness in Depression....Pages 94-103
The Situation Model in Text Reading: Evidence from an Eye Movement Study....Pages 104-113
Alterations in Emotional and Salience Responses to Positive Stimuli in Major Depressive Disorder....Pages 114-123
Pattern Classification and Analysis of Memory Processing in Depression Using EEG Signals....Pages 124-137
A Comprehensive Feature and Data Mining Study on Musician Memory Processing Using EEG Signals....Pages 138-148
Thought Chart: Tracking Dynamic EEG Brain Connectivity with Unsupervised Manifold Learning....Pages 149-157
Front Matter....Pages 159-159
User Interests Analysis and Its Application on the Linked Brain Data Platform....Pages 161-172
Content-Based fMRI Brain Maps Retrieval....Pages 173-180
A Domain-Driven Literature Retrieval Method for Systematic Brain Informatics....Pages 181-189
A Provenance Driven Approach for Systematic EEG Data Analysis....Pages 190-200
Concept Recognition of Depression Drugs in Biomedical Literatures Using the Domain Relevance Measure....Pages 201-210
Front Matter....Pages 159-159
Brain Knowledge Graph Analysis Based on Complex Network Theory....Pages 211-220
Relation Inference and Type Identification Based on Brain Knowledge Graph....Pages 221-230
Front Matter....Pages 231-231
A Simple Distance Based Seizure Onset Detection Algorithm Using Common Spatial Patterns....Pages 233-242
A Conversational Agent for an Online Mental Health Intervention....Pages 243-251
Acute Stress Detection Using Recurrence Quantification Analysis of Electroencephalogram (EEG) Signals....Pages 252-261
Prediction of Seizure Spread Network via Sparse Representations of Overcomplete Dictionaries....Pages 262-273
A Novel Mutual-Information-Guided Sparse Feature Selection Approach for Epilepsy Diagnosis Using Interictal EEG Signals....Pages 274-284
Clique Identification and Propagation for Multimodal Brain Tumor Image Segmentation....Pages 285-294
Cross Subject Mental Work Load Classification from Electroencephalographic Signals with Automatic Artifact Rejection and Muscle Pruning....Pages 295-303
EEG Topography and Tomography (sLORETA) in Analysis of Abnormal Brain Region for Mild Depression....Pages 304-311
Evaluation of Depression Severity in Speech....Pages 312-321
Front Matter....Pages 323-323
A Noninvasive Real-Time Solution for Driving Fatigue Detection Based on Left Prefrontal EEG and Eye Blink....Pages 325-335
Detection of SNr Recordings Basing upon Spike Shape Classes and Signal’s Background....Pages 336-345
Influence of Spatial Learning Perspectives on Navigation Through Virtual Reality Environment....Pages 346-354
Brain-Inspired Obstacle Detection Based on the Biological Visual Pathway....Pages 355-364
Front Matter....Pages 365-365
A Probabilistic Method for Linking BI Provenances to Open Knowledge Base....Pages 367-376
Using Decision Trees to Analyse Brain Signals in Spacial Activities....Pages 377-385
Back Matter....Pages 387-388