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
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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. ...

The Ethics of Biomedical Big Data

The Ethics of Biomedical Big Data
  • Author : Brent Daniel Mittelstadt,Luciano Floridi
  • Publisher : Springer
  • Release Date : 2016-08-03
  • Total pages : 480
  • ISBN : 0128230029
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Summary : This book presents cutting edge research on the new ethical challenges posed by biomedical Big Data technologies and practices. ‘Biomedical Big Data’ refers to the analysis of aggregated, very large datasets to improve medical knowledge and clinical care. The book describes the ethical problems posed by aggregation of biomedical datasets ...

Artificial Intelligence and Big Data Analytics for Smart Healthcare

Artificial Intelligence and Big Data Analytics for Smart Healthcare
  • Author : Miltiadis Lytras,Akila Sarirete,Anna Visvizi,Kwok Tai Chui
  • Publisher : Academic Press
  • Release Date : 2021-10-22
  • Total pages : 290
  • ISBN : 0128230029
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Summary : Artificial Intelligence and Big Data Analytics for Smart Healthcare serves as a key reference for practitioners and experts involved in healthcare as they strive to enhance the value added of healthcare and develop more sustainable healthcare systems. It brings together insights from emerging sophisticated information and communication technologies such as ...

Intelligent Methods and Big Data in Industrial Applications

Intelligent Methods and Big Data in Industrial Applications
  • Author : Robert Bembenik,Łukasz Skonieczny,Grzegorz Protaziuk,Marzena Kryszkiewicz,Henryk Rybinski
  • Publisher : Springer
  • Release Date : 2018-05-18
  • Total pages : 376
  • ISBN : 0128230029
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Summary : The inspiration for this book came from the Industrial Session of the ISMIS 2017 Conference in Warsaw. It covers numerous applications of intelligent technologies in various branches of the industry. Intelligent computational methods and big data foster innovation and enable the industry to overcome technological limitations and explore the new frontiers. ...

Advanced Visual Interfaces Supporting Artificial Intelligence and Big Data Applications

Advanced Visual Interfaces  Supporting Artificial Intelligence and Big Data Applications
  • Author : Thoralf Reis,Marco X. Bornschlegl,Marco Angelini,Matthias L. Hemmje
  • Publisher : Springer Nature
  • Release Date : 2021-02-02
  • Total pages : 201
  • ISBN : 0128230029
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Summary : This book constitutes the thoroughly refereed post-workshop proceedings of the AVI 2020 Workshop on Road Mapping Infrastructures for Artificial Intelligence Supporting Advanced Visual Big Data Analysis, AVI-BDA 2020, held in Ischia, Italy, in June 2020, and the Second Italian Workshop on Visualization and Visual Analytics, held in Ischia, Italy, in September 2020. The 14 regular ...

fMRI Neurofeedback

fMRI Neurofeedback
  • Author : Michelle Hampson
  • Publisher : Academic Press
  • Release Date : 2021-10-09
  • Total pages : 364
  • ISBN : 0128230029
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Summary : 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 ...

Convergence Mental Health

Convergence Mental Health
  • Author : Harris A. Eyre,Michael Berk,Helen Lavretsky
  • Publisher : Oxford University Press, USA
  • Release Date : 2021-01-19
  • Total pages : 624
  • ISBN : 0128230029
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Summary : Convergence science is the process whereby innovation comes from the cross pollination of diverse disciplines, industries and cultures, carrying ideas and approaches across boundaries. This book is a blueprint for how this could and should occur in mental health in order to solve the complex, multi-system problems that the field ...

Compulsory Interventions in Psychiatry an Overview on the Current Situation and Recommendations for Prevention and Adequate Use

Compulsory Interventions in Psychiatry  an Overview on the Current Situation and Recommendations for Prevention and Adequate Use
  • Author : Christian Huber,Andres Ricardo Schneeberger
  • Publisher : Frontiers Media SA
  • Release Date : 2021-02-24
  • Total pages : 212
  • ISBN : 0128230029
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Summary : Download or read online Compulsory Interventions in Psychiatry an Overview on the Current Situation and Recommendations for Prevention and Adequate Use written by Christian Huber,Andres Ricardo Schneeberger, published by Frontiers Media SA which was released on 2021-02-24. Get Compulsory Interventions in Psychiatry an Overview on the Current Situation ...

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 : 624
  • 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 ...

Genomics Circuits and Pathways in Clinical Neuropsychiatry

Genomics  Circuits  and Pathways in Clinical Neuropsychiatry
  • Author : Thomas Lehner,Bruce L. Miller,Matthew W. State
  • Publisher : Academic Press
  • Release Date : 2016-06-07
  • Total pages : 796
  • ISBN : 0128230029
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Summary : This foundational work comprehensively examines the current state of the genetics, genomics and brain circuitry of psychiatric and neurological disorders. It consolidates discoveries of specific genes and genomic regions associated with these conditions, the genetic and anatomic architecture of these syndromes, and addresses how recent advances in genomics are leading ...

Proceedings of 4th International Conference on BigData Analysis and Data Mining 2017

Proceedings of 4th International Conference on BigData Analysis and Data Mining 2017
  • Author : ConferenceSeries
  • Publisher : ConferenceSeries
  • Release Date : 2022-07-07
  • Total pages : 95
  • ISBN : 0128230029
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Summary : September 07-08, 2017 Paris, France Key Topics : Cloud computing, Forecasting from Big Data, Optimization and Big Data, New visualization techniques, Social network analysis, Search and data mining, Complexity and Algorithms, Open Data, ETL (Extract, Transform and Load), OLAP Technologies, Big Data Algorithm, Data Mining Analysis, Kernel Methods, Frequent Pattern Mining, Clustering, ...

New Oxford Textbook of Psychiatry

New Oxford Textbook of Psychiatry
  • Author : John R. Geddes,Nancy C. Andreasen
  • Publisher : Oxford University Press, USA
  • Release Date : 2020-02-20
  • Total pages : 1504
  • ISBN : 0128230029
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Summary : Over its two editions, The New Oxford Textbook of Psychiatry has come to be regarded as one of the most popular and trusted standard psychiatry texts among psychiatrists and trainees. Bringing together 146 chapters from the leading figures in the discipline, it presents a comprehensive account of clinical psychiatry, with reference ...

Proceedings of 8th Edition of International Conference on Big Data Data Science 2019

Proceedings of 8th Edition of International Conference on Big Data   Data Science 2019
  • Author : Euroscicon
  • Publisher : EuroScicon
  • Release Date : 2019-02-24
  • Total pages : 43
  • ISBN : 0128230029
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Summary : March 04-05, 2019, Barcelona, Spain Key Topics: Big Data Analytics ,Big Data Algorithms ,Big Data In Bioinformatics ,Data Mining With Big Data ,Visualization In Big Data ,Big Data In Neural Network For Deep Learning ,High Performance Computing For Big Data ,Machine Learning In Data Science ,Open Science In Big Data ,Hadoop ...

Proceedings of 5th International Conference on Big Data Analysis and Data Mining 2018

Proceedings of 5th International Conference on Big Data Analysis and Data Mining 2018
  • Author : ConferenceSeries
  • Publisher : ConferenceSeries
  • Release Date : 2022-07-07
  • Total pages : 89
  • ISBN : 0128230029
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Summary : June 20-22, 2018 Rome, Italy Key Topics : Data Mining Applications in Science, Engineering, Healthcare and Medicine, Big Data in Nursing Research, Data Mining and Machine Learning, Big Data Analytics, Optimization and Big Data, Big data technologies, Big Data algorithm, Big Data Applications, Forecasting from Big Data, Data Mining Methods and Algorithms, ...

Alzheimer s Disease

Alzheimer s Disease
  • Author : Ahmed Moustafa
  • Publisher : Academic Press
  • Release Date : 2021-08-28
  • Total pages : 254
  • ISBN : 0128230029
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Summary : Nearly 44 million people have Alzheimer’s or related dementia worldwide, according to the Alzheimer’s Disease International organization. That number is expected to double every 20 years. Unlike other books on the market, Alzheimer's Disease: Understanding Biomarkers, Big Data, and Therapy covers recent advancements in cognitive, clinical, neural, and therapeutic aspects ...