EEG Based Experiment Design for Major Depressive Disorder

Written By Aamir Saeed Malik
EEG Based Experiment Design for Major Depressive Disorder
  • Publsiher : Academic Press
  • Release : 16 May 2019
  • ISBN : 0128174218
  • Pages : 254 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled EEG Based Experiment Design for Major Depressive Disorder written by Aamir Saeed Malik which was release on 16 May 2019, this book published by Academic Press. Available in PDF, EPUB and Kindle Format. Book excerpt: 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

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 Date : 2019-05-16
  • Total pages : 254
  • ISBN : 0128174218
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Summary : 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 ...

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 Date : 2017-05-25
  • Total pages : 294
  • ISBN : 0128174218
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Summary : 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 ...

Neural Information Processing

Neural Information Processing
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  • Publisher : Springer
  • Release Date : 2015-11-17
  • Total pages : 702
  • ISBN : 0128174218
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Summary : 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 ...

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  • Publisher : Springer
  • Release Date : 2016-09-22
  • Total pages : 388
  • ISBN : 0128174218
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Summary : 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 ...

Brain and Health Informatics

Brain and Health Informatics
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  • Publisher : Springer
  • Release Date : 2013-10-24
  • Total pages : 539
  • ISBN : 0128174218
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Summary : 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 ...

Neuromodulation in Basic Translational and Clinical Research in Psychiatry

Neuromodulation in Basic  Translational and Clinical Research in Psychiatry
  • Author : Ryouhei Ishii,Keiichiro Nishida,Nagy A. Youssef,Kay Jann,Shun Takahashi
  • Publisher : Frontiers Media SA
  • Release Date : 2020-01-20
  • Total pages : 212
  • ISBN : 0128174218
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Summary : Download or read online Neuromodulation in Basic Translational and Clinical Research in Psychiatry written by Ryouhei Ishii,Keiichiro Nishida,Nagy A. Youssef,Kay Jann,Shun Takahashi, published by Frontiers Media SA which was released on 2020-01-20. Get Neuromodulation in Basic Translational and Clinical Research in Psychiatry Books now! Available ...

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

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  • Author : Igor V. Tetko,Věra Kůrková,Pavel Karpov,Fabian Theis
  • Publisher : Springer Nature
  • Release Date : 2019-09-10
  • Total pages : 852
  • ISBN : 0128174218
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Summary : 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 ...

Data Analytics in Medicine Concepts Methodologies Tools and Applications

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  • Author : Management Association, Information Resources
  • Publisher : IGI Global
  • Release Date : 2019-12-06
  • Total pages : 2071
  • ISBN : 0128174218
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Summary : 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 ...

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  • Author : Management Association, Information Resources
  • Publisher : IGI Global
  • Release Date : 2020-01-03
  • Total pages : 2075
  • ISBN : 0128174218
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Summary : 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, ...

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 Date : 2016-10-19
  • Total pages : 212
  • ISBN : 0128174218
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Summary : 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 ...

Major Depressive Disorders New Insights for the Healthcare Professional 2013 Edition

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  • Author : Anonim
  • Publisher : ScholarlyEditions
  • Release Date : 2013-07-22
  • Total pages : 141
  • ISBN : 0128174218
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Summary : 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 ...

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  • Author : Yong Tang,Qiaohong Zu,José G. Rodríguez García
  • Publisher : Springer
  • Release Date : 2019-03-21
  • Total pages : 689
  • ISBN : 0128174218
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Summary : 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", ...

Behavioral and Physiological Bases of Attentional Biases Paradigms Participants and Stimuli

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  • Author : Daniela M. Pfabigan,Ulrich S. Tran
  • Publisher : Unknown
  • Release Date : 2015-08-21
  • Total pages : 212
  • ISBN : 0128174218
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Summary : 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 ...

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  • Author : Michael Barkham,Wolfgang Lutz,Louis G. Castonguay
  • Publisher : John Wiley & Sons
  • Release Date : 2021-09-28
  • Total pages : 848
  • ISBN : 0128174218
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Summary : 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 ...

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  • Author : Salvatore Campanella,Pierre Maurage
  • Publisher : Frontiers Media SA
  • Release Date : 2017-01-12
  • Total pages : 212
  • ISBN : 0128174218
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Summary : A common feature of many psychopathological states (going from anxiety, depression to schizophrenia or addictions) is to show cognitive alterations. These cognitive deficits clearly impact on the onset of clinical symptoms. Therefore, recent studies showed that increasing cognitive skills have a positive effect on patients' quality of life, and decrease ...