Eeg Based Experiment Design For Major Depressive Disorder
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Eeg Based Experiment Design For Major Depressive Disorder
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Author : Aamir Saeed Malik
language : en
Publisher: Academic Press
Release Date : 2019-05-16
Eeg Based Experiment Design For Major Depressive Disorder written by Aamir Saeed Malik and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-05-16 with Medical categories.
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
Genetic Programming
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Author : Bing Xue
language : en
Publisher: Springer Nature
Release Date : 2025-05-24
Genetic Programming written by Bing Xue and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-24 with Computers categories.
This book constitutes the refereed proceedings of the 28th European Conference on Genetic Programming, EuroGP 2025, held in Trieste, Italy, during April 23–25, 2025 and co-located with the EvoStar events, EvoCOP, EvoMUSART, and EvoApplications. The 10 full papers were and 5 short papers included in this volume were carefully reviewed and selected from 27 submissions.The wide range of topics in this volume reflects the current state of research in the field. The universality of computer programs and their importance in so many areas of our lives means that automating these tasks is an exceptionally ambitious challengewith far-reaching implications.
Designing Eeg Experiments For Studying The Brain
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Author : Aamir Saeed Malik
language : en
Publisher: Academic Press
Release Date : 2017-05-25
Designing Eeg Experiments For Studying The Brain written by Aamir Saeed Malik and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-05-25 with Psychology categories.
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
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Author : Sabri Arik
language : en
Publisher: Springer
Release Date : 2015-11-17
Neural Information Processing written by Sabri Arik and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-11-17 with Computers categories.
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.
Eeg Meg Based Diagnosis For Psychiatric Disorders
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Author : Junpeng Zhang
language : en
Publisher: Frontiers Media SA
Release Date : 2023-02-28
Eeg Meg Based Diagnosis For Psychiatric Disorders written by Junpeng Zhang and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-02-28 with Science categories.
Brain And Health Informatics
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Author : Kazayuki Imamura
language : en
Publisher: Springer
Release Date : 2013-10-24
Brain And Health Informatics written by Kazayuki Imamura and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-10-24 with Computers categories.
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.
Early Detection Of Neurological Disorders Using Machine Learning Systems
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Author : Paul, Sudip
language : en
Publisher: IGI Global
Release Date : 2019-06-28
Early Detection Of Neurological Disorders Using Machine Learning Systems written by Paul, Sudip and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-06-28 with Medical categories.
While doctors and physicians are more than capable of detecting diseases of the brain, the most agile human mind cannot compete with the processing power of modern technology. Utilizing algorithmic systems in healthcare in this way may provide a way to treat neurological diseases before they happen. Early Detection of Neurological Disorders Using Machine Learning Systems provides innovative insights into implementing smart systems to detect neurological diseases at a faster rate than by normal means. The topics included in this book are artificial intelligence, data analysis, and biomedical informatics. It is designed for clinicians, doctors, neurologists, physiotherapists, neurorehabilitation specialists, scholars, academics, and students interested in topics centered on biomedical engineering, bio-electronics, medical electronics, physiology, neurosciences, life sciences, and physics.
Neuromodulation In Basic Translational And Clinical Research In Psychiatry
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Author : Ryouhei Ishii
language : en
Publisher: Frontiers Media SA
Release Date : 2020-01-20
Neuromodulation In Basic Translational And Clinical Research In Psychiatry written by Ryouhei Ishii and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-01-20 with categories.
Advances In Neuroergonomics And Cognitive Engineering
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Author : Kelly S. Hale
language : en
Publisher: Springer
Release Date : 2016-07-26
Advances In Neuroergonomics And Cognitive Engineering written by Kelly S. Hale and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-07-26 with Technology & Engineering categories.
This book offers a broad perspective on the field of cognitive engineering and neuroergonomics. It covers emerging practices and future trends towards the harmonious integration of human operators with computational systems. The book reports on novel theoretical findings on mental workload and stress, activity theory, human reliability, error and risk, and neuroergonomic measures alike, together with a wealth of cutting-edge applications. It describes key advances in the understanding of cognitive processes, including mechanisms of perception, memory, reasoning, and motor response, giving a special emphasis to their role in the interactions between humans and the other elements of a computer-based system. Based on the AHFE’s main track on Neuroergonomics and Cognitive Engineering, held on July 27-31, 2016 in Walt Disney World®, Florida, USA, the book provides readers with a comprehensive view of the current challenges in cognitive computing and factors influencing human performance.
Affective Processing And Non Invasive Brain Stimulation
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Author : Delin Sun
language : en
Publisher: Frontiers Media SA
Release Date : 2022-02-08
Affective Processing And Non Invasive Brain Stimulation written by Delin Sun and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-02-08 with Science categories.