eeg based experiment design for major depressive disorder

EEG Based Experiment Design For Major Depressive Disorder
Author: Aamir Saeed Malik
Publisher: Academic Press
Release Date: 2019-06-15
Pages: 300
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

EEG-Based Experiment Design for Major Depressive Disorder: Machine Learning and Psychiatric Diagnosis introduces EEG-based machine learning solutions for the 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 how to design a successful experiment, providing experimental designs for both clinical and behavioral applications. In addition, the book details the pathophysiology of several conditions, including depression, anxiety and epilepsy, along with neural circuits and detailed options for diagnosis. 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
Author: Aamir Saeed Malik
Publisher: Academic Press
Release Date: 2017-05-25
Pages: 294
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

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
Author: Sabri Arik
Publisher: Springer
Release Date: 2015-11-17
Pages: 702
ISBN:
Available Language: English, Spanish, And French
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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
Author: Giorgio A. Ascoli
Publisher: Springer
Release Date: 2016-09-22
Pages: 388
ISBN:
Available Language: English, Spanish, And French
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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.

Progress In Translational Neuroimaging  Integrating Pathways  Systems And Phenomenology In Neurology And Psychiatry
Author: Drozdstoy Stoyanov
Publisher: Frontiers Media SA
Release Date: 2020-08-21
Pages:
ISBN:
Available Language: English, Spanish, And French
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18   EMOTIONAL MODULATION OF EARLY VISUAL RESPONSES IN MAJOR DEPRESSION AND BIPOLAR DISORDER
Author: Elena Mnatsakanian
Publisher:
Release Date: 2017
Pages:
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

Introduction: We aimed at studying the differences in brain activity of patients with major depressive disorder (MDD) and bipolar disorder (BD), recorded in implicit emotion recognition task. Threatening stimuli activate the defensive reactions, leading to a faster association between the warning and target stimuli. Our experiment was designed to elicit the unconscious expectation of neutral vs. negative emotional stimuli and analyze the ERP modulation.Methods: 16 patients with MDD (10 female), 16 patients with BD (8 female), and 16 healthy controls (9 female) took part in our study. The patient groups didn't differ in both Hamilton Anxiety and Depression Rating Scales. The EEG in patients was recorded before the treatment of their depressive episode was started. Participants had to sort 160 photographs as humans or animals. Half of the photographs were neutral, and half were showing angry/aggressive people or animals. Simple patterns (the cues) were presented 2s prior to the pictures, and their association with photographs was not explained. We recorded 128-channel EEG and analyzed the cue-elicited ERPs. The difference waves between the neutral and emotional conditions represented the emotional modulation (EM).Results: Our participants learned the cue-picture association unconsciously. Comparison of EMs between groups showed differences (p

Depression And Heart Disease
Author: Alexander Glassman
Publisher: John Wiley & Sons
Release Date: 2011-06-20
Pages: 190
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

Recently, there has been a growing awareness of the multiple interrelationships between depression and various physical diseases. Patients with psychiatric problems, particularly depression, may be more susceptible to cardiovascular disorders. Depression and Heart Disease synthesizes current evidence, including some previously unpublished data, in a concise, easy-to-read format. The authors succinctly describe the epidemiology, pathogenesis (including cytokines and genetics), and risk factors of the comorbidity between depression and heart disease. The book also reviews the best pharmacological and psychotherapeutic approaches for people with this comorbidity.

EEG ERP Analysis
Author: Kamel Nidal
Publisher: CRC Press
Release Date: 2014-10-23
Pages: 334
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

Changes in the neurological functions of the human brain are often a precursor to numerous degenerative diseases. Advanced EEG systems and other monitoring systems used in preventive diagnostic procedures incorporate innovative features for brain monitoring functions such as real-time automated signal processing techniques and sophisticated amplifiers. Highlighting the US, Europe, Australia, New Zealand, Japan, Korea, China, and many other areas, EEG/ERP Analysis: Methods and Applications examines how researchers from various disciplines have started to work in the field of brain science, and explains the different techniques used for processing EEG/ERP data. Engineers can learn more about the clinical applications, while clinicians and biomedical scientists can familiarize themselves with the technical aspects and theoretical approaches. This book explores the recent advances involved in EEG/ERP analysis for brain monitoring, details successful EEG and ERP applications, and presents the neurological aspects in a simplified way so that those with an engineering background can better design clinical instruments. It consists of 13 chapters and includes the advanced techniques used for signal enhancement, source localization, data fusion, classification, and quantitative EEG. In addition, some of the chapters are contributed by neurologists and neurosurgeons providing the clinical aspects of EEG/ERP analysis. Covers a wide range of EEG/ERP applications with state-of-the-art techniques for denoising, analysis, and classification Examines new applications related to 3D display devices Includes MATLAB® codes EEG/ERP Analysis: Methods and Applications is a resource for biomedical and neuroscience scientists who are working on neural signal processing and interpretation, and biomedical engineers who are working on EEG/ERP signal analysis methods and developing clinical instrumentation. It can also assist neurosurgeons, psychiatrists, and postgraduate students doing research in neural engineering, as well as electronic engineers in neural signal processing and instrumentation.

The American Journal Of Psychiatry
Author:
Publisher:
Release Date: 2002-04
Pages:
ISBN:
Available Language: English, Spanish, And French
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Comprehensive Textbook Of Psychiatry  III
Author: Harold I. Kaplan
Publisher:
Release Date: 1980
Pages: 3365
ISBN:
Available Language: English, Spanish, And French
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Physiology And Behavior Therapy
Author: James G. Hollandsworth Jr.
Publisher: Springer Science & Business Media
Release Date: 2012-12-06
Pages: 256
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

Despite the widespread use of psychophysiological concepts and meth ods in behavior therapy, there is no text devoted specifically to the subject. The publication of this book is necessary and timely, and should promote a better appreciation of the physiological roots of behavior therapy. The important connections between physiology and behavior thera py receive insufficient recognition nowadays, despite the fact that his torically one of the two main streams of behavior therapy grew out of a physiological basis. Wolpe's early work was closely connected to phys iology, and in contemporary behavior therapy, Lang's critical contribu tion is firmly based in psychophysiology. The physiological component is prominent in Lang's highly productive three-systems analysis of emo tion and in its application to psychological disorders. In addition, there are philosophical reasons for maintaining the close connection between behavior therapy and physiology. The existence of these connections, and their justification, can raise few objections, and it is therefore curious that a book on this significant subject has not appeared earlier. The importance of physiology for behavior therapy can be illus trated by considering the nature of a behavior therapy deprived of its physiological connections. It would survive, certainly, but as a rather scrawny, uninteresting orphan among many clamorous competitors.

Abnormal Psychology
Author: Irwin G. Sarason
Publisher:
Release Date: 1996
Pages: 649
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

This text provides students with a comprehensive review of the field of abnormal psychology. In the 8th edition, the authors systematically employ an interactional framework that incorporates personal variables and situational variables to examine how vulnerability and resilience influence the likelihood of mental disorders and recovery from them. The text explains and contrasts a variety of theoretical perspectives on each type of disorder.

Scattered Minds
Author: Lenard Adler
Publisher: Penguin
Release Date: 2007-05-01
Pages: 208
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

A practical, authoritative book on an increasingly talked-about condition that affects more than 8 million American adults. Dr. Lenard Adler, director of the Adult ADHD Program at New York University School of Medicine, presents the latest findings on Attention Deficit Hyperactivity Disorder. In Scattered Minds, he reveals hidden warning signs, debunks common misconceptions, and offers information on obtaining an accurate diagnosis, along with treatment options that include cutting-edge medications and proven coping strategies. Includes a screening quiz.

Clinical Electroencephalography And Neuroscience
Author:
Publisher:
Release Date: 2004
Pages:
ISBN:
Available Language: English, Spanish, And French
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Psychopharmacology
Author: Herbert Y. Meltzer
Publisher: Raven Press (ID)
Release Date: 1987
Pages: 1780
ISBN:
Available Language: English, Spanish, And French
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Dissertation Abstracts International
Author:
Publisher:
Release Date: 2005
Pages:
ISBN:
Available Language: English, Spanish, And French
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Sleep Research
Author:
Publisher:
Release Date: 1997
Pages:
ISBN:
Available Language: English, Spanish, And French
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PASCAL Bibliographie Internationale
Author:
Publisher:
Release Date: 1993
Pages:
ISBN:
Available Language: English, Spanish, And French
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Psychopharmacology Bulletin
Author:
Publisher:
Release Date: 1996
Pages:
ISBN:
Available Language: English, Spanish, And French
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Issues for 1974- include the section: Psychopharmacology--a recurring bibliography.

The Brain Fix
Author: Ralph Carson
Publisher: Simon and Schuster
Release Date: 2012-09-04
Pages: 360
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

Do you feel anxious, frazzled, or fatigued? Are you struggling with addiction, attention deficits, depression, or compulsive behaviors? Could your mind or memory be sharper? If so, these are tell-tale signs that your brain could use a tune-up. Fortunately, as author Ralph Carson explains, the brain is a very forgiving organ, and in this compelling guide, he reveals the many ways we can heal our brains from the assaults of everyday life and avoid specific situations that injure brain health. With a prescriptive blend of science, personal anecdotes, and advice, Carson shares what he has gleaned on the front lines, helping thousands of people overcome brain-based conditions and mood disorders including ADD, anxiety, depression, psychological trauma, and more. In The Brain Fix, Carson reveals an arsenal of proven tools and techniques that help regenerate new cells and connections in the brain. He shares a myriad of simple changes to make in your environment, diet, sleep habits, exercise routines, and emotional life that will yield both immediate and long-term changes to your brain. Carson's desire to learn about the brain was deeply personal: When he was a teenager, his mother died unexpectedly from a cerebral hemorrhage at forty-four; his grandmother was diagnosed with dementia in her early sixties; and his sister died from a rare form of brain cancer in her fifties. In this illuminating and empowering guide, Carson reveals why--and how--we should give rightful attention to the body's most complex organ with essential advice for bettering your brain. You'll discover: How to rewrite your genetic blueprint when it comes to decision making, impulse control, creativity, and mood stabilization: Although genetics play a key role in individual susceptibility, vulnerability, and capacity to heal from brain-based disorders, heredity is not necessarily destiny. Learn the best practices to follow that can rewrite your brain's blueprint and put you in control. How to feed your brain for optimal functioning: Discover how to fuel your brain with the right foods and supplements that foster brain plasticity—foods which can reverse years of damage from poor diet, addictions, or eating disorders. How to be mindful and why it matters: Discover why being mindful can aid in poor decision making and a lack of impulse control and how to master this elusive skill. How to alter your stress response. Learn how chronic worry can take a toll on your brain; by learning how to control your stress response, you lessen the the damaging effects of the daily grind. How to design a brain-friendly environment: While the modern world offers many conveniences, it also assaults your brain on a daily basis, sapping it of its full potential; learn some key fixes for your home and habits.