EEG Based Experiment Design for Major Depressive Disorder

EEG-Based Experiment Design for Major Depressive Disorder: Machine Learning and Psychiatric Diagnosis introduces EEG-based machine learning solutions for diagnosis and assessment of treatment efficacy for a variety of conditions. With a unique combination of background and practical perspectives for the use of automated EEG methods for mental illness, it details for readers how to design a successful experiment, providing experiment designs for both clinical and behavioral applications. This book details the EEG-based functional connectivity correlates for several conditions, including depression, anxiety, and epilepsy, along with pathophysiology of depression, underlying neural circuits and detailed options for diagnosis. It is a necessary read for those interested in developing EEG methods for addressing challenges for mental illness and researchers exploring automated methods for diagnosis and objective treatment assessment. Written to assist in neuroscience experiment design using EEG Provides a step-by-step approach for designing clinical experiments using EEG Includes example datasets for affected individuals and healthy controls Lists inclusion and exclusion criteria to help identify experiment subjects Features appendices detailing subjective tests for screening patients Examines applications for personalized treatment decisions

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  • Author : Aamir Saeed Malik
  • Publisher : Academic Press
  • Pages : 254 pages
  • ISBN : 0128174218
  • Rating : 4/5 from 21 reviews
CLICK HERE TO GET THIS BOOKEEG Based Experiment Design for Major Depressive Disorder

EEG-Based Experiment Design for Major Depressive Disorder

EEG-Based Experiment Design for Major Depressive Disorder
  • Author : Aamir Saeed Malik,Wajid Mumtaz
  • Publisher : Academic Press
  • Release : 16 May 2019
GET THIS BOOKEEG-Based Experiment Design for Major Depressive Disorder

EEG-Based Experiment Design for Major Depressive Disorder: Machine Learning and Psychiatric Diagnosis introduces EEG-based machine learning solutions for diagnosis and assessment of treatment efficacy for a variety of conditions. With a unique combination of background and practical perspectives for the use of automated EEG methods for mental illness, it details for readers how to design a successful experiment, providing experiment designs for both clinical and behavioral applications. This book details the EEG-based functional connectivity correlates for several conditions, including depression,

Designing EEG Experiments for Studying the Brain

Designing EEG Experiments for Studying the Brain
  • Author : Aamir Saeed Malik,Hafeez Ullah Amin
  • Publisher : Academic Press
  • Release : 25 May 2017
GET THIS BOOKDesigning EEG Experiments for Studying the Brain

Designing EEG Experiments for Studying the Brain: Design Code and Example Datasets details the design of various brain experiments using electroencephalogram (EEG). Providing guidelines for designing an EEG experiment, it is primarily for researchers who want to venture into this field by designing their own experiments as well as those who are excited about neuroscience and want to explore various applications related to the brain. The first chapter describes how to design an EEG experiment and details the various parameters

Neural Information Processing

Neural Information Processing
  • Author : Sabri Arik,Tingwen Huang,Weng Kin Lai,Qingshan Liu
  • Publisher : Springer
  • Release : 17 November 2015
GET THIS BOOKNeural Information Processing

The four volume set LNCS 9489, LNCS 9490, LNCS 9491, and LNCS 9492 constitutes the proceedings of the 22nd International Conference on Neural Information Processing, ICONIP 2015, held in Istanbul, Turkey, in November 2015. The 231 full papers presented were carefully reviewed and selected from 375 submissions. The 4 volumes represent topical sections containing articles on Learning Algorithms and Classification Systems; Artificial Intelligence and Neural Networks: Theory, Design, and Applications; Image and Signal Processing; and Intelligent Social Networks.

Artificial Neural Networks and Machine Learning – ICANN 2019: Workshop and Special Sessions

Artificial Neural Networks and Machine Learning – ICANN 2019: Workshop and Special Sessions
  • Author : Igor V. Tetko,Věra Kůrková,Pavel Karpov,Fabian Theis
  • Publisher : Springer Nature
  • Release : 10 September 2019
GET THIS BOOKArtificial Neural Networks and Machine Learning – ICANN 2019: Workshop and Special Sessions

The proceedings set LNCS 11727, 11728, 11729, 11730, and 11731 constitute the proceedings of the 28th International Conference on Artificial Neural Networks, ICANN 2019, held in Munich, Germany, in September 2019. The total of 277 full papers and 43 short papers presented in these proceedings was carefully reviewed and selected from 494 submissions. They were organized in 5 volumes focusing on theoretical neural computation; deep learning; image processing; text and time series; and workshop and special sessions.

Learned Brain Self-Regulation for Emotional Processing and Attentional Modulation: From Theory to Clinical Applications

Learned Brain Self-Regulation for Emotional Processing and Attentional Modulation: From Theory to Clinical Applications
  • Author : Sergio Ruiz,Ranganatha Sitaram,Niels Birbaumer,Francisco Javier Zamorano
  • Publisher : Frontiers Media SA
  • Release : 19 October 2016
GET THIS BOOKLearned Brain Self-Regulation for Emotional Processing and Attentional Modulation: From Theory to Clinical Applications

Mounting evidence in the last years has demonstrated that self-regulation of brain activity can successfully be achieved by neurofeedback (NF). These methodologies have constituted themselves as new tools for cognitive neuroscience establishing causal links between voluntary brain activations and cognition and behavior, and as potential novel approaches for clinical applications in severe neuropsychiatric disorders (e.g. schizophrenia, depression, Parkinson´s disease, etc.). Current developments of brain imaging-based neurofeedback include the study of the behavioral modifications and neural reorganization produced by

Using SPSS for Windows and Macintosh

Using SPSS for Windows and Macintosh
  • Author : Samuel B. Green,Neil J. Salkind
  • Publisher : Pearson Education
  • Release : 01 January 2011
GET THIS BOOKUsing SPSS for Windows and Macintosh

This textbook guides students through the most basic of SPSS techniques using step-by-step descriptions, presents statistical techniques and instruction on how to conduct statistical analyses, and explains in detail how to avoid all the obstacles common in the study of statistics.

Handbook of Research on Promoting Economic and Social Development Through Serious Games

Handbook of Research on Promoting Economic and Social Development Through Serious Games
  • Author : Bernardes, Oscar,Amorim, Vanessa
  • Publisher : IGI Global
  • Release : 18 March 2022
GET THIS BOOKHandbook of Research on Promoting Economic and Social Development Through Serious Games

While gaming has become an increasingly popular leisure activity in society, the success of the videogame market has also contributed to the application of serious games in many different contexts and most importantly for learning purposes. This technological novelty is the basis for an innovative change in myriad environments such as education, commerce, marketing, healthcare, and many more. It is of great import to understand these applications in order to improve organizational development. The Handbook of Research on Promoting Economic

Brain and Health Informatics

Brain and Health Informatics
  • Author : Kazayuki Imamura,Shiro Usui,Tomoaki Shirao,Takuji Kasamatsu,Lars Schwabe,Ning Zhong
  • Publisher : Springer
  • Release : 24 October 2013
GET THIS BOOKBrain and Health Informatics

This book constitutes the refereed proceedings of the International Conference on Brain and Health Informatics, BHI 2013, held in Maebashi, Japan, in October 2013. The 33 revised full papers presented together with 8 workshop papers and 12 special session papers were carefully reviewed and selected for inclusion in the book. The papers are organized in topical sections on thinking and perception-centric Investigations of human Information processing system; information technologies for curating, mining, managing and using big brain/health data; information technologies for healthcare; data analytics,

Robotic Systems: Concepts, Methodologies, Tools, and Applications

Robotic Systems: Concepts, Methodologies, Tools, and Applications
  • Author : Management Association, Information Resources
  • Publisher : IGI Global
  • Release : 03 January 2020
GET THIS BOOKRobotic Systems: Concepts, Methodologies, Tools, and Applications

Through expanded intelligence, the use of robotics has fundamentally transformed a variety of fields, including manufacturing, aerospace, medicine, social services, and agriculture. Continued research on robotic design is critical to solving various dynamic obstacles individuals, enterprises, and humanity at large face on a daily basis. Robotic Systems: Concepts, Methodologies, Tools, and Applications is a vital reference source that delves into the current issues, methodologies, and trends relating to advanced robotic technology in the modern world. Highlighting a range of topics

Depression in Parents, Parenting, and Children

Depression in Parents, Parenting, and Children
  • Author : Institute of Medicine,National Research Council,Division of Behavioral and Social Sciences and Education,Board on Children, Youth, and Families,Committee on Depression, Parenting Practices, and the Healthy Development of Children
  • Publisher : National Academies Press
  • Release : 28 October 2009
GET THIS BOOKDepression in Parents, Parenting, and Children

Depression is a widespread condition affecting approximately 7.5 million parents in the U.S. each year and may be putting at least 15 million children at risk for adverse health outcomes. Based on evidentiary studies, major depression in either parent can interfere with parenting quality and increase the risk of children developing mental, behavioral and social problems. Depression in Parents, Parenting, and Children highlights disparities in the prevalence, identification, treatment, and prevention of parental depression among different sociodemographic populations. It also outlines

Human Centered Computing

Human Centered Computing
  • Author : Yong Tang,Qiaohong Zu,José G. Rodríguez García
  • Publisher : Springer
  • Release : 21 March 2019
GET THIS BOOKHuman Centered Computing

This book constitutes thoroughly reviewed, revised and selected papers from the 4th International Conference on Human Centered Computing, HCC 2018, held in Merida, Mexico, in December 2018. The 50 full and 18 short papers presented in this volume were carefully reviewed and selected from a total of 146 submissions. They focus on a "hyper-connected world", dealing with new developments in artificial intelligence, deep learning, brain-computing, etc.

Brain Informatics and Health

Brain Informatics and Health
  • Author : Giorgio A. Ascoli,Michael Hawrylycz,Hesham Ali,Deepak Khazanchi,Yong Shi
  • Publisher : Springer
  • Release : 22 September 2016
GET THIS BOOKBrain Informatics and Health

This book constitutes the refereed proceedings of the International Conference on Brain and Health Informatics, BHI 2016, held in Omaha, USA, in October 2016. The 37 revised full papers, including two workshop papers from BAI 2016, presented were carefully reviewed and selected for inclusion in the book. The papers are organized in topical sections on cognitive and computational foundations of brain science; investigations of human information processing systems; brain big data analytics, curation and management; new methodologies for brain and mental health; brain-inspired intelligence

Data Analytics in Medicine: Concepts, Methodologies, Tools, and Applications

Data Analytics in Medicine: Concepts, Methodologies, Tools, and Applications
  • Author : Management Association, Information Resources
  • Publisher : IGI Global
  • Release : 06 December 2019
GET THIS BOOKData Analytics in Medicine: Concepts, Methodologies, Tools, and Applications

Advancements in data science have created opportunities to sort, manage, and analyze large amounts of data more effectively and efficiently. Applying these new technologies to the healthcare industry, which has vast quantities of patient and medical data and is increasingly becoming more data-reliant, is crucial for refining medical practices and patient care. Data Analytics in Medicine: Concepts, Methodologies, Tools, and Applications is a vital reference source that examines practical applications of healthcare analytics for improved patient care, resource allocation, and