Big Data in Psychiatry and Neurology

Written By Ahmed A. Moustafa
Big Data in Psychiatry and Neurology
  • Publsiher : Academic Press
  • Release : 24 June 2021
  • ISBN : 0128230029
  • Pages : 384 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Big Data in Psychiatry and Neurology written by Ahmed A. Moustafa which was release on 24 June 2021, this book published by Academic Press. Available in PDF, EPUB and Kindle Format. Book excerpt: Big Data in Psychiatry and Neurology provides an up-to-date overview of achievements in the field of big data in Psychiatry and Medicine, including applications of big data methods to aging disorders (e.g., Alzheimer’s disease and Parkinson’s disease), mood disorders (e.g., major depressive disorder), and drug addiction. This book will help researchers, students and clinicians implement new methods for collecting big datasets from various patient populations. Further, it will demonstrate how to use several algorithms and machine learning methods to analyze big datasets, thus providing individualized treatment for psychiatric and neurological patients. As big data analytics is gaining traction in psychiatric research, it is an essential component in providing predictive models for both clinical practice and public health systems. As compared with traditional statistical methods that provide primarily average group-level results, big data analytics allows predictions and stratification of clinical outcomes at an individual subject level. Discusses longitudinal big data and risk factors surrounding the development of psychiatric disorders Analyzes methods in using big data to treat psychiatric and neurological disorders Describes the role machine learning can play in the analysis of big data Demonstrates the various methods of gathering big data in medicine Reviews how to apply big data to genetics

Big Data in Psychiatry and Neurology

Big Data in Psychiatry and Neurology
  • Author : Ahmed A. Moustafa
  • Publisher : Academic Press
  • Release Date : 2021-06-24
  • Total pages : 384
  • ISBN : 0128230029
GET BOOK

Summary : Big Data in Psychiatry and Neurology provides an up-to-date overview of achievements in the field of big data in Psychiatry and Medicine, including applications of big data methods to aging disorders (e.g., Alzheimer’s disease and Parkinson’s disease), mood disorders (e.g., major depressive disorder), and drug addiction. ...

Personalized Psychiatry

Personalized Psychiatry
  • Author : Ives Cavalcante Passos,Benson Mwangi,Flávio Kapczinski
  • Publisher : Springer
  • Release Date : 2019-02-22
  • Total pages : 180
  • ISBN : 0128230029
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Summary : This book integrates the concepts of big data analytics into mental health practice and research. Mental disorders represent a public health challenge of staggering proportions. According to the most recent Global Burden of Disease study, psychiatric disorders constitute the leading cause of years lost to disability. The high morbidity and ...

Signal Processing and Machine Learning for Biomedical Big Data

Signal Processing and Machine Learning for Biomedical Big Data
  • Author : Ervin Sejdic,Tiago H. Falk
  • Publisher : CRC Press
  • Release Date : 2018-07-04
  • Total pages : 606
  • ISBN : 0128230029
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Summary : Within the healthcare domain, big data is defined as any ``high volume, high diversity biological, clinical, environmental, and lifestyle information collected from single individuals to large cohorts, in relation to their health and wellness status, at one or several time points.'' Such data is crucial because within it lies ...

Psychiatric Research Reports

Psychiatric Research Reports
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1955
  • Total pages : 212
  • ISBN : 0128230029
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Summary : Download or read online Psychiatric Research Reports written by , published by which was released on 1955. Get Psychiatric Research Reports Books now! Available in PDF, ePub and Kindle....

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 : 0128230029
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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 ...

A M A Archives of Neurology and Psychiatry

A M A  Archives of Neurology and Psychiatry
  • Author : American Medical Association
  • Publisher : Unknown
  • Release Date : 1959
  • Total pages : 212
  • ISBN : 0128230029
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Summary : Include abstracts from current literature, book reviews, and transactions from various societies....

Artificial Intelligence in Brain and Mental Health Philosophical Ethics Policy Issues

Artificial Intelligence in Brain and Mental Health  Philosophical  Ethics   Policy Issues
  • Author : Fabrice Jotterand,Marcello Ienca
  • Publisher : Springer
  • Release Date : 2021-08-26
  • Total pages : 300
  • ISBN : 0128230029
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Summary : This volume provides an interdisciplinary collection of essays from leaders in various fields addressing the current and future challenges arising from the implementation of AI in brain and mental health. Artificial Intelligence (AI) has the potential to transform health care and improve biomedical research. While the potential of AI in ...

Neuropsychiatry and Behavioral Neurology Principles and Practice

Neuropsychiatry and Behavioral Neurology  Principles and Practice
  • Author : David Silbersweig,Laura T. Safar,Kirk R. Daffner
  • Publisher : McGraw Hill Professional
  • Release Date : 2020-10-06
  • Total pages : 848
  • ISBN : 0128230029
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Summary : A comprehensive, full-color guide to the principles and practice of neuropsychiatry and behavioral neurology. A primary resource in the field From the world-renowned experts at the Center for Brain/Mind Medicine at Brigham and Women’s Hospital and Harvard Medical School, Neuropsychiatry and Behavioral Neurology delivers authoritative, multidisciplinary information and ...

Archives of Neurology and Psychiatry

Archives of Neurology and Psychiatry
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1922
  • Total pages : 212
  • ISBN : 0128230029
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Summary : Download or read online Archives of Neurology and Psychiatry written by , published by which was released on 1922. Get Archives of Neurology and Psychiatry Books now! Available in PDF, ePub and Kindle....

Progress in Neurology and Psychiatry

Progress in Neurology and Psychiatry
  • Author : Ernest Adolf Spiegel
  • Publisher : Unknown
  • Release Date : 1969
  • Total pages : 212
  • ISBN : 0128230029
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Summary : Download or read online Progress in Neurology and Psychiatry written by Ernest Adolf Spiegel, published by which was released on 1969. Get Progress in Neurology and Psychiatry Books now! Available in PDF, ePub and Kindle....

Korsakov Journal of Neurology and Psychiatry

Korsakov Journal of Neurology and Psychiatry
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1961
  • Total pages : 212
  • ISBN : 0128230029
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Summary : The issues published in 1961 contain the material translated from the Russian 1960....

Digest of Neurology and Psychiatry

Digest of Neurology and Psychiatry
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1989
  • Total pages : 212
  • ISBN : 0128230029
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Summary : Download or read online Digest of Neurology and Psychiatry written by , published by which was released on 1989. Get Digest of Neurology and Psychiatry Books now! Available in PDF, ePub and Kindle....

A Distributed Cloud based Platform for FMRI Big Data Analytics

A Distributed Cloud based Platform for FMRI Big Data Analytics
  • Author : Milad Sadeghi Makkie
  • Publisher : Unknown
  • Release Date : 2018
  • Total pages : 222
  • ISBN : 0128230029
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Summary : The sheer complexity of the brain has forced the neuroscience community and specifically the neuroimaging experts to transit from the smaller brain datasets to much larger hard-to-handle ones. The primary goal of flagship projects such as the BRAIN Initiative and Human Brain Project is to gain a better understanding of ...

Journal of Neurology Neurosurgery and Psychiatry

Journal of Neurology  Neurosurgery and Psychiatry
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1981
  • Total pages : 212
  • ISBN : 0128230029
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Summary : Download or read online Journal of Neurology Neurosurgery and Psychiatry written by , published by which was released on 1981. Get Journal of Neurology Neurosurgery and Psychiatry Books now! Available in PDF, ePub and Kindle....

Kongressberichte Neurology and psychiatry

Kongressberichte  Neurology and psychiatry
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1971
  • Total pages : 212
  • ISBN : 0128230029
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Summary : Download or read online Kongressberichte Neurology and psychiatry written by , published by which was released on 1971. Get Kongressberichte Neurology and psychiatry Books now! Available in PDF, ePub and Kindle....