EEG Based Experiment Design for Major Depressive Disorder

EEG Based Experiment Design for Major Depressive Disorder
Author: Aamir Saeed Malik,Wajid Mumtaz
Publsiher: Academic Press
Total Pages: 254
Release: 2019-05-16
Genre: Medical
ISBN: 9780128174210

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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

Designing EEG Experiments for Studying the Brain

Designing EEG Experiments for Studying the Brain
Author: Aamir Saeed Malik,Hafeez Ullah Amin
Publsiher: Academic Press
Total Pages: 294
Release: 2017-05-25
Genre: Medical
ISBN: 9780128111413

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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 that should be considered for success, while remaining chapters provide experiment design for a number of neurological applications, both clinical and behavioral. As each chapter is accompanied with experiment design codes and example datasets, those interested can quickly design their own experiments or use the current design for their own purposes. Helpful appendices provide various forms for one’s experiment including recruitment forms, feedback forms, ethics forms, and recommendations for related hardware equipment and software for data acquisition, processing, and analysis. Written to assist neuroscientists in experiment designs using EEG Presents a step-by-step approach to designing both clinical and behavioral EEG experiments Includes experiment design codes and example datasets Provides inclusion and exclusion criteria to help correctly identify experiment subjects and the minimum number of samples Includes appendices that provide recruitment forms, ethics forms, and various subjective tests associated with each of the chapters

Neural Information Processing

Neural Information Processing
Author: Sabri Arik,Tingwen Huang,Weng Kin Lai,Qingshan Liu
Publsiher: Springer
Total Pages: 702
Release: 2015-11-17
Genre: Computers
ISBN: 9783319265612

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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.

Brain Informatics and Health

Brain Informatics and Health
Author: Giorgio A. Ascoli,Michael Hawrylycz,Hesham Ali,Deepak Khazanchi,Yong Shi
Publsiher: Springer
Total Pages: 388
Release: 2016-09-22
Genre: Computers
ISBN: 9783319471037

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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 and computing; brain and artificial intelligence.

Brain and Health Informatics

Brain and Health Informatics
Author: Kazayuki Imamura,Shiro Usui,Tomoaki Shirao,Takuji Kasamatsu,Lars Schwabe,Ning Zhong
Publsiher: Springer
Total Pages: 539
Release: 2013-10-24
Genre: Computers
ISBN: 9783319027531

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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, data mining, and machine learning; and applications. The topics of the workshop papers are: mental health with ICT; and granular knowledge discovery in biomedical and active-media environments; and the topics of the special sessions are: human centered computing; neuro-robotics; and intelligent healthcare data analytics.

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
Publsiher: Springer Nature
Total Pages: 852
Release: 2019-09-10
Genre: Computers
ISBN: 9783030304935

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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.

Robotic Systems Concepts Methodologies Tools and Applications

Robotic Systems  Concepts  Methodologies  Tools  and Applications
Author: Management Association, Information Resources
Publsiher: IGI Global
Total Pages: 2075
Release: 2020-01-03
Genre: Technology & Engineering
ISBN: 9781799817550

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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 such as mechatronics, cybernetics, and human-computer interaction, this multi-volume book is ideally designed for robotics engineers, mechanical engineers, robotics technicians, operators, software engineers, designers, programmers, industry professionals, researchers, students, academicians, and computer practitioners seeking current research on developing innovative ideas for intelligent and autonomous robotics systems.

Major Depressive Disorders New Insights for the Healthcare Professional 2013 Edition

Major Depressive Disorders  New Insights for the Healthcare Professional  2013 Edition
Author: Anonim
Publsiher: ScholarlyEditions
Total Pages: 141
Release: 2013-07-22
Genre: Psychology
ISBN: 9781481660181

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Major Depressive Disorders: New Insights for the Healthcare Professional: 2013 Edition is a ScholarlyEditions™ book that delivers timely, authoritative, and comprehensive information about Additional Research. The editors have built Major Depressive Disorders: New Insights for the Healthcare Professional: 2013 Edition on the vast information databases of ScholarlyNews.™ You can expect the information about Additional Research in this book to be deeper than what you can access anywhere else, as well as consistently reliable, authoritative, informed, and relevant. The content of Major Depressive Disorders: New Insights for the Healthcare Professional: 2013 Edition has been produced by the world’s leading scientists, engineers, analysts, research institutions, and companies. All of the content is from peer-reviewed sources, and all of it is written, assembled, and edited by the editors at ScholarlyEditions™ and available exclusively from us. You now have a source you can cite with authority, confidence, and credibility. More information is available at http://www.ScholarlyEditions.com/.

Human Centered Computing

Human Centered Computing
Author: Yong Tang,Qiaohong Zu,José G. Rodríguez García
Publsiher: Springer
Total Pages: 689
Release: 2019-03-21
Genre: Computers
ISBN: 9783030151270

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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.

Bergin and Garfield s Handbook of Psychotherapy and Behavior Change

Bergin and Garfield s Handbook of Psychotherapy and Behavior Change
Author: Michael Barkham,Wolfgang Lutz,Louis G. Castonguay
Publsiher: John Wiley & Sons
Total Pages: 848
Release: 2021-09-28
Genre: Psychology
ISBN: 9781119536581

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Celebrating the 50th anniversary of a best-selling and renowned reference in psychotherapy research and practice. Now celebrating its 50th anniversary and in its seventh edition, Bergin and Garfield's Handbook of Psychotherapy and Behavior Change, maintains its position as the essential reference volume for psychotherapy research. This bestselling reference remains the most important overview of research findings in psychotherapy. It is a rigorous and evidence-based text for academics, researchers, practitioners, and students. In recognition of the 50th anniversary, this edition contains a Foreword by Allen Bergin while the Handbook covers the following main themes: historical and methodological issues, measuring and evidencing change in efficacy and practice-based research, therapeutic ingredients, therapeutic approaches and formats, increasing precision and scale of delivery, and future directions in the field of psychotherapy research. Chapters have either been completely rewritten and updated or comprise new topics by contributors including: Characteristics of effective therapists Mindfulness and acceptance-based therapies Personalized treatment approaches The internet as a medium for treatment delivery Models of therapy and how to scale up treatment delivery to address unmet needs The newest edition of this renowned Handbook offers state-of-the-art updates to the key areas in psychotherapy research and practice today. Over 60 authors, experts in their fields, from over 10 countries have contributed to this anniversary edition, providing in-depth, measured and insightful summaries of the current field.

Novel Approaches to the Neuropharmacology of Mood Disorders

Novel Approaches to the Neuropharmacology of Mood Disorders
Author: Hector J. Carun,Lisa E. Kalynchuk,Maria I. Loza,Jose M. Olivares
Publsiher: Frontiers Media SA
Total Pages: 135
Release: 2019-10-24
Genre: Electronic Book
ISBN: 9782889630431

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Behavioral and Physiological Bases of Attentional Biases Paradigms Participants and Stimuli

Behavioral and Physiological Bases of Attentional Biases  Paradigms  Participants  and Stimuli
Author: Daniela M. Pfabigan,Ulrich S. Tran
Publsiher: Unknown
Total Pages: 135
Release: 2015-08-21
Genre: Electronic Book
ISBN: 9782889196401

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Attentional biases (ABs) play a prominent role in the development and maintenance of clinically relevant symptoms of, for example, anxiety and depression. In particular, increased attentional orienting and preoccupation with biologically relevant and mood-congruent stimuli has been observed, suggesting that the visual-attentional system is overly sensitive towards threat cues and avoidant of cues of reward in these disorders. First, several experimental paradigms have been used to assess ABs, e.g., the dot probe task, the emotional stroop task, and the spatial cueing task amongst others. Yet, these paradigms are based on different theoretical backgrounds and target different stages of the attentional process. Thus, different paradigms provided converging as well as diverging evidence with regard to ABs. However, it is often not entirely clear to what extent this reflects real differences and commonalities, or is caused by differences in methodology. For example, behavioral reaction time data can only provide a snapshot of selective attention. Measuring event-related potentials, eye movements, or functional brain imaging data enables exploring the exact temporal and spatial dynamics of attentional processes. Moreover, neuroimaging data reveal specific cortical networks involved in directing attention toward a stimulus or disengaging from it. Second, ABs have been mainly discussed as symptoms of psychopathology, while results in healthy participants are still scarce; previous studies mostly compared extreme groups. However, a comprehensive theoretical and empirical account of ABs in psychopathology also requires a thorough account of ABs in the general healthy population. Moreover, the effect of gender, as an important contributing factor in processing of emotional stimuli, has also not been considered systematically in previous research. Third, a variety of stimuli has been used in the assessment of ABs. So far, mostly facial or word stimuli have been applied. However, in everyday life not only facial emotion recognition but also a fast evaluation of complex social situations is important to be effective in social interactions. Recent research started using more complex stimuli to raise ecological validity. However, the use of ecologically valid stimuli poses some methodological challenges and needs to be applied more systematically. The aim of this research topic is to integrate different paradigms and stimuli, addressing individuals from the whole range of the population continuum, and to apply different methodological approaches. It is intended to bring together expertise in stimulus selection, timing and implementing issues, advancing and broadening the overall understanding of ABs.

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
Publsiher: Frontiers Media SA
Total Pages: 135
Release: 2016-10-19
Genre: Electronic Book
ISBN: 9782889199808

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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 learned regulation of the activity of circumscribed brain regions and neuronal network activations. In a rapidly developing field, many open questions and controversies have arisen, i.e. choosing the proper experimental design, the adequate use of control conditions and subjects, the mechanism of learning involved in brain self-regulation, and the still unexplored potential long-lasting effect on brain reorganization and clinical alleviation, among others. This special issue on self-regulation of the brain of emotion and attention using NF approaches interested authors to report technical and methodological advances, scientific investigations in understanding the relation between brain activity and behaviour using NF, and finally studies developing clinical treatment of emotional and attentional disorders. The editors of this special issue anticipate rapid developments in this emerging field.

Dynamic Functioning of Resting State Networks in Physiological and Pathological Conditions

Dynamic Functioning of Resting State Networks in Physiological and Pathological Conditions
Author: Roberto Esposito,Filippo Cieri,Nicoletta Cera,Dante Mantini,Alessandra Griffa
Publsiher: Frontiers Media SA
Total Pages: 135
Release: 2021-02-24
Genre: Science
ISBN: 9782889664993

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Using SPSS for Windows and Macintosh

Using SPSS for Windows and Macintosh
Author: Samuel B. Green,Neil J. Salkind
Publsiher: Pearson Education
Total Pages: 480
Release: 2011-01-01
Genre: SPSS (Computer file)
ISBN: 020567030X

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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.