Eeg Based Experiment Design For Major Depressive Disorder

Author : Aamir Saeed Malik,Wajid Mumtaz
Publisher : Academic Press
Page : 254 pages
File Size : 44,6 Mb
Release : 2019-05-16
Category : Medical
ISBN : 9780128174210

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EEG-Based Experiment Design for Major Depressive Disorder by Aamir Saeed Malik,Wajid Mumtaz Pdf

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

Author : Aamir Saeed Malik,Hafeez Ullah Amin
Publisher : Academic Press
Page : 294 pages
File Size : 49,8 Mb
Release : 2017-05-25
Category : Medical
ISBN : 9780128111413

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Designing EEG Experiments for Studying the Brain by Aamir Saeed Malik,Hafeez Ullah Amin Pdf

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

Author : Richard J. Davidson
Publisher : Oxford University Press
Page : 306 pages
File Size : 55,9 Mb
Release : 2000-08-10
Category : Psychology
ISBN : 9780190285319

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Anxiety, Depression, and Emotion by Richard J. Davidson Pdf

This unique volume focuses on the relationship between basic research in emotion and emotional dysfunction in depression and anxiety. Each chapter is authored by a highly regarded scientist who looks at both psychological and biological implications of research relevant to psychiatrists and psychologists. And following each chapter is engaging commentary that raises questions, illuminates connections with other bodies of work, and provides points of integration across different research traditions. Topics range from stress, cognitive functioning, and personality to affective style and behavioral inhibition, and the book as a whole has significant implications for understanding and treating anxiety disorders.

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
Page : 488 pages
File Size : 49,7 Mb
Release : 2009-10-28
Category : Medical
ISBN : 9780309121781

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Depression in Parents, Parenting, and Children by 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 Pdf

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 strategies for effective intervention and identifies the need for a more interdisciplinary approach that takes biological, psychological, behavioral, interpersonal, and social contexts into consideration. A major challenge to the effective management of parental depression is developing a treatment and prevention strategy that can be introduced within a two-generation framework, conducive for parents and their children. Thus far, both the federal and state response to the problem has been fragmented, poorly funded, and lacking proper oversight. This study examines options for widespread implementation of best practices as well as strategies that can be effective in diverse service settings for diverse populations of children and their families. The delivery of adequate screening and successful detection and treatment of a depressive illness and prevention of its effects on parenting and the health of children is a formidable challenge to modern health care systems. This study offers seven solid recommendations designed to increase awareness about and remove barriers to care for both the depressed adult and prevention of effects in the child. The report will be of particular interest to federal health officers, mental and behavioral health providers in diverse parts of health care delivery systems, health policy staff, state legislators, and the general public.

Author : Sabri Arik,Tingwen Huang,Weng Kin Lai,Qingshan Liu
Publisher : Springer
Page : 702 pages
File Size : 54,6 Mb
Release : 2015-11-17
Category : Computers
ISBN : 9783319265612

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Neural Information Processing by Sabri Arik,Tingwen Huang,Weng Kin Lai,Qingshan Liu Pdf

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.

Author : Samuel B. Green,Neil J. Salkind
Publisher : Pearson Education
Page : 480 pages
File Size : 43,9 Mb
Release : 2011-01-01
Category : SPSS (Computer file)
ISBN : 020567030X

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Using SPSS for Windows and Macintosh by Samuel B. Green,Neil J. Salkind Pdf

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.

Author : Michelle Hampson
Publisher : Academic Press
Page : 366 pages
File Size : 52,7 Mb
Release : 2021-10-09
Category : Computers
ISBN : 9780128224366

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fMRI Neurofeedback by Michelle Hampson Pdf

fMRI Neurofeedback provides a perspective on how the field of functional magnetic resonance imaging (fMRI) neurofeedback has evolved, an introduction to state-of-the-art methods used for fMRI neurofeedback, a review of published neuroscientific and clinical applications, and a discussion of relevant ethical considerations. It gives a view of the ongoing research challenges throughout and provides guidance for researchers new to the field on the practical implementation and design of fMRI neurofeedback protocols. This book is designed to be accessible to all scientists and clinicians interested in conducting fMRI neurofeedback research, addressing the variety of different knowledge gaps that readers may have given their varied backgrounds and avoiding field-specific jargon. The book, therefore, will be suitable for engineers, computer scientists, neuroscientists, psychologists, and physicians working in fMRI neurofeedback. Provides a reference on fMRI neurofeedback covering history, methods, mechanisms, clinical applications, and basic research, as well as ethical considerations Offers contributions from international experts—leading research groups are represented, including from Europe, Japan, Israel, and the United States Includes coverage of data analytic methods, study design, neuroscience mechanisms, and clinical considerations Presents a perspective on future translational development

Author : Robert Vink,Mihai Nechifor
Publisher : University of Adelaide Press
Page : 354 pages
File Size : 40,5 Mb
Release : 2011
Category : Medical
ISBN : 9780987073051

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Magnesium in the Central Nervous System by Robert Vink,Mihai Nechifor Pdf

The brain is the most complex organ in our body. Indeed, it is perhaps the most complex structure we have ever encountered in nature. Both structurally and functionally, there are many peculiarities that differentiate the brain from all other organs. The brain is our connection to the world around us and by governing nervous system and higher function, any disturbance induces severe neurological and psychiatric disorders that can have a devastating effect on quality of life. Our understanding of the physiology and biochemistry of the brain has improved dramatically in the last two decades. In particular, the critical role of cations, including magnesium, has become evident, even if incompletely understood at a mechanistic level. The exact role and regulation of magnesium, in particular, remains elusive, largely because intracellular levels are so difficult to routinely quantify. Nonetheless, the importance of magnesium to normal central nervous system activity is self-evident given the complicated homeostatic mechanisms that maintain the concentration of this cation within strict limits essential for normal physiology and metabolism. There is also considerable accumulating evidence to suggest alterations to some brain functions in both normal and pathological conditions may be linked to alterations in local magnesium concentration. This book, containing chapters written by some of the foremost experts in the field of magnesium research, brings together the latest in experimental and clinical magnesium research as it relates to the central nervous system. It offers a complete and updated view of magnesiums involvement in central nervous system function and in so doing, brings together two main pillars of contemporary neuroscience research, namely providing an explanation for the molecular mechanisms involved in brain function, and emphasizing the connections between the molecular changes and behavior. It is the untiring efforts of those magnesium researchers who have dedicated their lives to unraveling the mysteries of magnesiums role in biological systems that has inspired the collation of this volume of work.

Author : Anonim
Publisher : Academic Press
Page : 404 pages
File Size : 55,8 Mb
Release : 2020-06-29
Category : Medical
ISBN : 9780128201909

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Rapid Acting Antidepressants by Anonim Pdf

The Advances in Pharmacology series presents a variety of chapters from the best authors in the field. Includes the authority and expertise of leading contributors in pharmacology Presents the latest release in the Advances in Pharmacology series

Author : Juri D. Kropotov
Publisher : Academic Press
Page : 600 pages
File Size : 50,7 Mb
Release : 2010-07-28
Category : Medical
ISBN : 008092297X

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Quantitative EEG, Event-Related Potentials and Neurotherapy by Juri D. Kropotov Pdf

While the brain is ruled to a large extent by chemical neurotransmitters, it is also a bioelectric organ. The collective study of Quantitative ElectroEncephaloGraphs (QEEG-the conversion of brainwaves to digital form to allow for comparison between neurologically normative and dysfunctional individuals), Event Related Potentials (ERPs - electrophysiological response to stimulus) and Neurotherapy (the process of actually retraining brain processes to) offers a window into brain physiology and function via computer and statistical analyses of traditional EEG patterns, suggesting innovative approaches to the improvement of attention, anxiety, mood and behavior. The volume provides detailed description of the various EEG rhythms and ERPs, the conventional analytic methods such as spectral analysis, and the emerging method utilizing QEEG and ERPs. This research is then related back to practice and all existing approaches in the field of Neurotherapy - conventional EEG-based neurofeedback, brain-computer interface, transcranial Direct Current Stimulation, and Transcranial Magnetic Stimulation - are covered in full. While it does not offer the breadth provided by an edited work, this volume does provide a level of depth and detail that a single author can deliver, as well as giving readers insight into the personl theories of one of the preeminent leaders in the field. Features & Benefits: Provide a holistic picture of quantitative EEG and event related potentials as a unified scientific field. Present a unified description of the methods of quantitative EEG and event related potentials. Give a scientifically based overview of existing approaches in the field of neurotherapy Provide practical information for the better understanding and treatment of disorders, such as ADHD, Schizophrenia, Addiction, OCD, Depression, and Alzheimer's Disease

Author : Junpeng Zhang,Jing Xiang,Lizhu Luo
Publisher : Frontiers Media SA
Page : 107 pages
File Size : 54,8 Mb
Release : 2023-02-28
Category : Science
ISBN : 9782832515655

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EEG / MEG Based Diagnosis for Psychiatric Disorders by Junpeng Zhang,Jing Xiang,Lizhu Luo Pdf

Author : Giorgio A. Ascoli,Michael Hawrylycz,Hesham Ali,Deepak Khazanchi,Yong Shi
Publisher : Springer
Page : 388 pages
File Size : 45,9 Mb
Release : 2016-09-22
Category : Computers
ISBN : 9783319471037

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Brain Informatics and Health by Giorgio A. Ascoli,Michael Hawrylycz,Hesham Ali,Deepak Khazanchi,Yong Shi Pdf

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.

Author : Kazayuki Imamura,Shiro Usui,Tomoaki Shirao,Takuji Kasamatsu,Lars Schwabe,Ning Zhong
Publisher : Springer
Page : 539 pages
File Size : 49,6 Mb
Release : 2013-10-24
Category : Computers
ISBN : 9783319027531

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Brain and Health Informatics by Kazayuki Imamura,Shiro Usui,Tomoaki Shirao,Takuji Kasamatsu,Lars Schwabe,Ning Zhong Pdf

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.

Author : Peter D. Kramer
Publisher : Macmillan + ORM
Page : 322 pages
File Size : 53,5 Mb
Release : 2016-06-07
Category : Psychology
ISBN : 9780374708962

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Ordinarily Well by Peter D. Kramer Pdf

Do antidepressants work, or are they glorified dummy pills? How can we tell? In Ordinarily Well, the celebrated psychiatrist and author Peter D. Kramer examines the growing controversy about the popular medications. A practicing doctor who trained as a psychotherapist and worked with pioneers in psychopharmacology, Kramer combines moving accounts of his patients’ dilemmas with an eye-opening history of drug research to cast antidepressants in a new light. Kramer homes in on the moment of clinical decision making: Prescribe or not? What evidence should doctors bring to bear? Using the wide range of reference that readers have come to expect in his books, he traces and critiques the growth of skepticism toward antidepressants. He examines industry-sponsored research, highlighting its shortcomings. He unpacks the “inside baseball” of psychiatry—statistics—and shows how findings can be skewed toward desired conclusions. Kramer never loses sight of patients. He writes with empathy about his clinical encounters over decades as he weighed treatments, analyzed trial results, and observed medications’ influence on his patients’ symptoms, behavior, careers, families, and quality of life. He updates his prior writing about the nature of depression as a destructive illness and the effect of antidepressants on traits like low self-worth. Crucially, he shows how antidepressants act in practice: less often as miracle cures than as useful, and welcome, tools for helping troubled people achieve an underrated goal—becoming ordinarily well.

Author : Lee Baer,Mark A. Blais
Publisher : Springer Science & Business Media
Page : 334 pages
File Size : 43,8 Mb
Release : 2009-10-03
Category : Psychology
ISBN : 9781597453875

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Handbook of Clinical Rating Scales and Assessment in Psychiatry and Mental Health by Lee Baer,Mark A. Blais Pdf

Psychiatric clinicians should use rating scales and questionnaires often, for they not only facilitate targeted diagnoses and treatment; they also facilitate links to empirical literature and systematize the entire process of management. Clinically oriented and highly practical, the Handbook of Clinical Rating Scales and Assessment in Psychiatry and Mental Health is an ideal tool for the busy psychiatrist, clinical psychologist, family physician, or social worker. In this ground-breaking text, leading researchers provide reviews of the most commonly used outcome and screening measures for the major psychiatric diagnoses and treatment scenarios. The full range of psychiatric disorders are covered in brief but thorough chapters, each of which provides a concise review of measurement issues related to the relevant condition, along with recommendations on which dimensions to measure – and when. The Handbook also includes ready-to-photocopy versions of the most popular, valid, and reliable scales and checklists, along with scoring keys and links to websites containing on-line versions. Moreover, the Handbook describes well known, structured, diagnostic interviews and the specialized training requirements for each. It also includes details of popular psychological tests (such as neuropsychological, personality, and projective tests), along with practical guidelines on when to request psychological testing, how to discuss the case with the assessment consultant and how to integrate information from the final testing report into treatment. Focused and immensely useful, the Handbook of Clinical Rating Scales and Assessment in Psychiatry and Mental Health is an invaluable resource for all clinicians who care for patients with psychiatric disorders.