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E-grāmata: Brain Informatics and Health: International Conference, BIH 2014, Warsaw, Poland, August 11-14, 2014.Proceedings

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This book constitutes the proceedings of the International Conference on Brain Informatics and Health, BIH 2014, held in Warsaw, Poland, in August 2014, as part of 2014 Web Intelligence Congress, WIC 2014. The 29 full papers presented together with 23 special session papers were carefully reviewed and selected from 101 submissions. The papers are organized in topical sections on brain understanding; cognitive modelling; brain data analytics; health data analytics; brain informatics and data management; semantic aspects of biomedical analytics; healthcare technologies and systems; analysis of complex medical data; understanding of information processing in brain; neuroimaging data processing strategies; advanced methods of interactive data mining for personalized medicine.
Regular Contributions
Brain Understanding
Neuronal Morphology Modeling Based on Microscopy Reconstruction Data in the Public Repositories
1(11)
Yi Zeng
Weida Bi
Xuan Tang
Bo Xu
Ventral Stream Plays an Important Role in Statistical Graph Comprehension: An fMRI Study
12(9)
Mi Li
Shengfu Lu
Jing Wang
Liwang Ma
Mengjie Zhang
Ning Zhong
Computational Neuro-Modeling of Visual Memory: Multimodal Imaging and Analysis
21(12)
Mohammed Elanbari
Nawel Nemmour
Othmane Bouhali
Reda Rawi
Ali Sheharyar
Halima Bensmail
Cognitive Modelling
When Are Two Visual Cognition Systems Better Than One?
33(12)
Darius A. Mulia
Alfonso Vergara
Charles R. Skelsey
Lihan Yao
D. Frank Hsu
Shift of Brain-State during Recovery from Discomfort Induced by Aversive Pictures
45(12)
Yang Yang
Emi Tosaka
Xiaojing Yang
Kazuyuki Imamura
Xiuya Lei
Gang Wang
Bin Hu
Shengfu Lu
Ning Zhong
Consciousness Study of Subjects with Unresponsive Wakefulness Syndrome Employing Multimodal Interfaces
57(11)
Bartosz Kunka
Tomasz Sanner
Andrzej Czyzewski
Agnieszka Kwiatkowska
Establishing a Baseline Value of Cognitive Skills among School-Aged Children in Upper Egypt Using Computer Based Cognitive Assessment Rehacom Program
68(11)
Faten Hassan Abdelazeim
Shereen Ali Ameen
Brain Data Analytics
Autocovariance Based PCA Method for fMRI Data
79(11)
Dazhong Liu
Xuedong Tian
Liang Zhu
Balancing the Stability and Predictive Performance for Multivariate Voxel Selection in fMRI Study
90(10)
Shulin Yan
Xian Yang
Chao Wu
Zhiyun Zheng
Yike Guo
P3 Component Detection Using HHT: Improvement of EMD with Additional Stopping Criteria
100(11)
Tomas Prokop
Roman Moucek
A Novel Feature Extractor Based on Wavelet and Kernel PCA for Spike Sorting Neural Signals
111(11)
Jun-Tao Liu
Sheng-Wei Xu
Ji-Yang Zhou
Mi-Xia Wang
Nan-Sen Lin
Xin-Xia Cai
Artifacts Reduction Method in EEG Signals with Wavelet Transform and Adaptive Filter
122(10)
Rui Huang
Fei Heng
Bin Hu
Hong Peng
Qinglin Zhao
Qiuxia Shi
Jun Han
Health Data Analytics
Utilizing Data Mining for Predictive Modeling of Colorectal Cancer Using Electronic Medical Records
132(10)
Mark Hoogendoorn
Leon M.G. Moons
Mattijs E. Numans
Robert-Jan Sips
Extracting Phenotypes from Patient Claim Records Using Nonnegative Tensor Factorization
142(10)
Joyce C. Ho
Joydeep Ghosh
Jimeng Sun
Mining Professional Knowledge from Medical Records
152(12)
Hen-Hsen Huang
Chia-Chun Lee
Hsin-Hsi Chen
Predicting Flu Epidemics Using Twitter and Historical Data
164(14)
Giovanni Stilo
Paola Velardi
Alberto E. Tozzi
Francesco Gesualdo
A Hierarchical Ensemble of α-Trees for Predicting Expensive Hospital Visits
178(10)
Yubin Park
Joydeep Ghosh
Text Analysis and Information Extraction from Spanish Written Documents
188(10)
Roberto Costumero
Angel Garcia-Pedrero
Consuelo Gonzalo-Martin
Ernestina Menasalvas
Socorro Millan
Brain Informatics and Data Management
Data-Brain Driven Documents Ranking for Constructing Brain Informatics Provenances
198(10)
Han Zhong
Jianhui Chen
Jian Han
Ning Zhong
A Brain Informatics Research Recommendation System
208(10)
Jian Han
Jianhui Chen
Han Zhong
Ning Zhong
Hadoop for EEG Storage and Processing: A Feasibility Study
218(13)
Ghita Berrada
Maurice van Keulen
Mena B. Habib
Supervised Learning for the Neurosurgery Intensive Care Unit Using Single-Layer Perceptron Classifiers
231(11)
Chad A. Metto
Rory Lewis
Amy Brooks-Kayal
Jessica Carlsen
Heidi Grabenstatter
Andrew M. White
Data and Information Granule Rules Retrieval: Differences of Activation in Parietal Cortex
242(10)
Wei Zhao
Hongyu Li
Gue Gu
Xiuzhen Wang
Guohui Zhou
Jiaxin Cui
Weiquan Gu
Semantic Aspects of Biomedical Analytics
Multiple Inheritance Problem in Semantic Spreading Activation Networks
252(14)
Pawel Matykiewicz
Wlodzislaw Duch
Ontology-Based Text Classification for Filtering Cholangiocarcinoma Documents from PubMed
266(12)
Chumsak Sibunruang
Jantima Polpinij
An Ontology Based Knowledge Preservation Model for Traditional Unani Medicines
278(12)
Sobia Amjad
Talha Waheed
Ana M. Martinez Enriquez
Muhammad Aslam
Afraz Syed
Healthcare Technologies and Systems
A Computational Study of Robotic Therapy for Stroke Rehabilitation Based on Population Coding
290(11)
Yuki Ueyama
Real Time SVM for Health Monitoring System
301(12)
Fahmi Ben Rejab
Kaouther Nouira
Abdelwahed Trabelsi
Augmenting Cognitive Reserve of Dementia Patients with Brain Aerobics
313(10)
Ahmad Zmily
Ehab Mashal
Special Sessions
Extracting Knowledge from Symptoms in Neurodegenerative Disease (Parkinson)
Intraoperative Decision Making with Rough Set Rules for STN DBS in Parkinson Disease
323(12)
Konrad Ciecierski
Zbigniew W. Ras
Andrzej W. Przybyszewski
The Analysis of Correlation between MOCAP-Based and UPDRS-Based Evaluation of Gait in Parkinson's Disease Patients
335(10)
Magdalena Lachor
Adam Switonski
Magdalena Boczarska-Jedynak
Stanislaw Kwiek
Konrad Wojciechowski
Andrzej Polanski
Rough Set Rules Help to Optimize Parameters of Deep Brain Stimulation in Parkinson's Patients
345(12)
Artur Szymanski
Andrzej W. Przybyszewski
Morphometric Basis of Depression in Parkinson's Disease and the Possibility of Its Prediction
357(9)
Aleksandr Efimtsev
Vladimir Fokin
Andrei Sokolov
Leonid Voronkov
Artem Trufanov
Analysis of Complex Medical Data
An Approach to Detect Negation on Medical Documents in Spanish
366(10)
Roberto Costumero
Federico Lopez
Consuelo Gonzalo-Martin
Marta Millan
Ernestina Menasalvas
Are Some Brain Injury Patients Improving More Than Others?
376(12)
Zaigham Faraz Siddiqui
Georg Krempl
Myra Spiliopoulou
Jose M. Pena
Nuria Paul
Fernando Maestu
An Adaptive Expert System for Automated Advices Generation-Based Semi-continuous M-Health Monitoring
388(12)
Mohamed Adel Serhani
Abdelghani Benharref
Al Ramzana Nujum
Application of Artificial Neural Networks for the Diagnosis of the Condition of the Arterio-venous Fistula on the Basis of Acoustic Signals
400(12)
Marcin Grochowina
Lucyna Leniowska
Piotr Dulkiewicz
Understanding of Information Processing in Brain
On the Statistical Performance of Connectivity Estimators in the Frequency Domain
412(12)
Koichi Sameshima
Daniel Y. Takahashi
Luiz A. Baccala
Causality and Influentiability: The Need for Distinct Neural Connectivity Concepts
424(12)
Luiz A. Baccala
Koichi Sameshima
Local Dimension-Reduced Dynamical Spatio-Temporal Models for Resting State Network Estimation
436(11)
Gilson Vieira
Edson Amaro Jr.
Luiz A. Baccala
A Family of Reduced-Rank Neural Activity Indices for EEG/MEG Source Localization
447(12)
Tomasz Piotrowski
David Gutierrez
Isao Yamada
Jaroslaw Zygierewicz
Neurologically Inspired Computational Cognitive Modelling of Situation Awareness
459(12)
Dilhan J. Thilakarathne
Neuroimaging Data Processing Strategies
Dealing with the Heterogeneous Multi-site Neuroimaging Data Sets: A Discrimination Study of Children Dyslexia
471(10)
Piotr Plonski
Wojciech Gradkowski
Artur Marchewka
Katarzyna Jednorog
Piotr Bogorodzki
K-Surfer: A KNIME Extension for the Management and Analysis of Human Brain MRI FreeSurfer/FSL Data
481(12)
Alessia Sarica
Giuseppe Di Fatta
Mario Cannataro
Practice and Task Experience Change the Gradient Organization in the Resting Brain
493(9)
Jun Zhou
Haiyan Zhou
Chuan Li
JiaLiang Guo
Xiaojing Yang
Zhoujun Long
Yulin Qin
Ning Zhong
Advanced Methods of Interactive Data Mining for Personalized Medicine
Extravaganza Tutorial on Hot Ideas for Interactive Knowledge Discovery and Data Mining in Biomedical Informatics
502(14)
Andreas Holzinger
Characterization of Subgroup Patterns from Graphical Representation of Genomic Data
516(12)
Sangkyun Lee
Moduli Spaces of Phylogenetic Trees Describing Tumor Evolutionary Patterns
528(12)
Sakellarios Zairis
Hossein Khiabanian
Andrew J. Blumberg
Raul Rabadan
Characterizing Scales of Genetic Recombination and Antibiotic Resistance in Pathogenic Bacteria Using Topological Data Analysis
540(12)
Kevin J. Emmett
Raul Rabadan
On Graph Extraction from Image Data
552(12)
Andreas Holzinger
Bernd Malle
Nicola Giuliani
On Terrain Coverage Optimization by Using a Network Approach for Universal Graph-Based Data Mining and Knowledge Discovery
564(10)
Michael Preu
Matthias Dehmer
Stefan Pickl
Andreas Holzinger
Entropy-Based Data Mining on the Example of Cardiac Arrhythmia Suppression
574(12)
Martin Bachler
Matthias Hortenhuber
Christopher Mayer
Andreas Holzinger
Siegfried Wassertheurer
Characterizing Web User Visual Gaze Patterns: A Graph Theory Inspired Approach
586(9)
Pablo Loyola
Juan D. Velasquez
Author Index 595