Brain Informatics: 12th International Conference, BI 2019, Haikou, China, December 13–15, 2019, Proceedings

Front Matter ....Pages i-xv
Front Matter ....Pages 1-1
 EEG Signal Indicator for Emotional Reactivity  (Guodong Liang, Xiangmin Xu, Zicong Zheng, Xiaojie Xing, Jianxiong Guo)....Pages 3-12
 Relevance of Common Spatial Patterns Ranked by Kernel PCA in Motor Imagery Classification  (L. F. Velasquez-Martinez, D. Luna-Naranjo, D. Cárdenas-Peña, C. D. Acosta-Medina, G. A. Castaño, G. Castellanos-Dominguez)....Pages 13-20
 Subject-Oriented Dynamic Characterization of Motor Imagery Tasks Using Complexity Analysis  (L. F. Velasquez-Martinez, F. Arteaga, G. Castellanos-Dominguez)....Pages 21-28
 Modeling Individual Tacit Coordination Abilities  (Dor Mizrahi, Ilan Laufer, Inon Zuckerman)....Pages 29-38
 EEG-Based Driver Drowsiness Detection Using the Dynamic Time Dependency Method  (Haolan Zhang, Qixin Zhao, Sanghyuk Lee, Margaret G. Dowens)....Pages 39-47
Front Matter ....Pages 49-49
 Route Adjustment of Functional Brain Network in Mental Arithmetic Using Task-Evoked FMRI  (Xiaofei Zhang, Yang Yang, Ruohao Liu, Ning Zhong)....Pages 51-61
 Study on the Connectivity of Language Network in Word Reading and Object Recognition Based on tfMRI  (Xiang He, Xiaofei Zhang, Yang Yang, Ting Wu, Ning Zhong)....Pages 62-71
 The Neural Mechanism of Working Memory Training Improving Emotion Regulation  (Xiaobo Wang, Dongni Pan, Xuebing Li)....Pages 72-81
 Dynamic Functional Connectivity in the Musical Brain  (Dipankar Niranjan, Petri Toiviainen, Elvira Brattico, Vinoo Alluri)....Pages 82-91
Front Matter ....Pages 93-93
 Imaging EEG Extended Sources Based on Variation Sparsity with \(L_1\)-norm Residual  (Furong Xu, Ke Liu, Xin Deng, Guoyin Wang)....Pages 95-104
 Image-Assisted Discrimination Method for Neurodevelopmental Disorders in Infants Based on Multi-feature Fusion and Ensemble Learning  (Xiaohui Dai, Shigang Wang, Honghua Li, Haichun Yue, Jiayuan Min)....Pages 105-114
 Detecting Neurodegenerative Disease from MRI: A Brief Review on a Deep Learning Perspective  (Manan Binth Taj Noor, Nusrat Zerin Zenia, M. Shamim Kaiser, Mufti Mahmud, Shamim Al Mamun)....Pages 115-125
 The Changes of Brain Networks Topology in Graph Theory of rt-fMRI Emotion Self-regulation Training  (Lulu Hu, Qiang Yang, Hui Gao, Zhonglin Li, Haibing Bu, Bin Yan et al.)....Pages 126-135
 Application of Convolutional Neural Network in Segmenting Brain Regions from MRI Data  (Hafsa Moontari Ali, M. Shamim Kaiser, Mufti Mahmud)....Pages 136-146
Front Matter ....Pages 147-147
 Time Recognition of Chinese Electronic Medical Record of Depression Based on Conditional Random Field  (Shaofu Lin, Yuanyuan Zhao, Zhisheng Huang)....Pages 149-158
 MeKG: Building a Medical Knowledge Graph by Data Mining from MEDLINE  (Thuan Pham, Xiaohui Tao, Ji Zhang, Jianming Yong, Xujuan Zhou, Raj Gururajan)....Pages 159-168
 Specificity Analysis of Picture-Induced Emotional EEG for Discrimination Between Schizophrenic and Control Participants  (Hongzhi Kuai, Yang Yang, Jianhui Chen, Xiaofei Zhang, Jianzhuo Yan, Ning Zhong)....Pages 169-178
 Modeling an Augmented Reality Game Environment to Enhance Behavior of ADHD Patients  (Saad Alqithami, Musaad Alzahrani, Abdulkareem Alzahrani, Ahmed Mostafa)....Pages 179-188
 Exploring the Characterization and Classification of EEG Signals for a Computer-Aided Epilepsy Diagnosis System  (Emil Vega-Gualán, Andrés Vargas, Miguel Becerra, Ana Umaquinga, Jaime A. Riascos, Diego Peluffo)....Pages 189-198
Front Matter ....Pages 199-199
 Evaluation of Identity Information Loss in EEG-Based Biometric Systems  (Meriem Romaissa Boubakeur, Guoyin Wang, Ke Liu, Karima Benatchba)....Pages 201-211
 Weighted-LDA-TVM: Using a Weighted Topic Vector Model for Measuring Short Text Similarity  (Xiaobo He, Ning Zhong, Jianhui Chen)....Pages 212-219
 Classification of Mental Arithmetic Cognitive States Based on CNN and FBN  (Ruohao Liu, Ning Zhong, Xiaofei Zhang, Yang Yang, Jiajin Huang)....Pages 220-230
Front Matter ....Pages 231-231
 Establishment of Risk Prediction Model for Retinopathy in Type 2 Diabetic Patients  (Jianzhuo Yan, Xiaoxue Du, Yongchuan Yu, Hongxia Xu)....Pages 233-243
 Anesthesia Assessment Based on ICA Permutation Entropy Analysis of Two-Channel EEG Signals  (Tianning Li, Prashanth Sivakumar, Xiaohui Tao)....Pages 244-253
 A Preliminary Study of the Impact of Lateral Head Orientations on the Current Distributions During tDCS  (Bo Song, Marilia Menezes de Oliveira, Shuaifang Wang, Yan Li, Peng Wen, Tony Ahfock)....Pages 254-264
 Identification of Stress Impact on Personality Density Distributions  (Brendan Lys, Xiaohui Tao, Tony Machin, Ji Zhang, Ning Zhong)....Pages 265-272
Back Matter ....Pages 273-274