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Big Data In Psychiatry And Neurology

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Big Data in Psychiatry and Neurology

Big Data in Psychiatry and Neurology Book
Author : Ahmed A. Moustafa
Publisher : Academic Press
Release : 2021-05-01
ISBN : 0128230029
Language : En, Es, Fr & De

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Book Description :

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

New Oxford Textbook of Psychiatry

New Oxford Textbook of Psychiatry Book
Author : John R. Geddes,Nancy C. Andreasen
Publisher : Oxford University Press, USA
Release : 2020-02-20
ISBN : 0198713002
Language : En, Es, Fr & De

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Book Description :

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 to its scientific basis and to the patient's perspective throughout. The New Oxford Textbook of Psychiatry, Third Edition has been extensively re-structured and streamlined to keep pace with the significant developments that have taken place in the fields of clinical psychiatry and neuroscience since publication of the second edition in 2009. The new edition has been updated throughout to include the most recent versions of the two main classification systems---the DSM-5 and the ICD-11---used throughout the world for the diagnosis of mental disorders. In the years since publication of the first edition, many new and exciting discoveries have occurred in the biological sciences, which are having a major impact on how we study and practise psychiatry. In addition, psychiatry has fostered closer ties with philosophy, and these are leading to healthy discussions about how we should diagnose and treat mental illness. This new edition recognises these and other developments. Throughout, accounts of clinical practice are linked to the underlying science, and to the evidence for the efficacy of treatments. Physical and psychological treatments, including psychodynamic approaches, are covered in depth. The history of psychiatry, ethics, public health aspects, and public attitudes to psychiatry and to patients are all given due attention.

Oxford Textbook of Old Age Psychiatry

Oxford Textbook of Old Age Psychiatry Book
Author : Tom Dening,Alan Thomas,John Paul Taylor,Robert Stewart
Publisher : Oxford University Press, USA
Release : 2020-11-05
ISBN : 0198807295
Language : En, Es, Fr & De

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Book Description :

Part of the authoritative Oxford Textbooks in Psychiatry series, Oxford Textbook of Old Age Psychiatry, Third Edition has been thoroughly updated to reflect the developments in old age psychiatry since publication of the Second Edition in 2013, and remains an essential reference for anyone interested in the mental health care of older people.

Signal Processing and Machine Learning for Biomedical Big Data

Signal Processing and Machine Learning for Biomedical Big Data Book
Author : Ervin Sejdic,Tiago H. Falk
Publisher : CRC Press
Release : 2018-07-04
ISBN : 149877346X
Language : En, Es, Fr & De

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Book Description :

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 vast amounts of invaluable information that could potentially change a patient's life, opening doors to alternate therapies, drugs, and diagnostic tools. Signal Processing and Machine Learning for Biomedical Big Data thus discusses modalities; the numerous ways in which this data is captured via sensors; and various sample rates and dimensionalities. Capturing, analyzing, storing, and visualizing such massive data has required new shifts in signal processing paradigms and new ways of combining signal processing with machine learning tools. This book covers several of these aspects in two ways: firstly, through theoretical signal processing chapters where tools aimed at big data (be it biomedical or otherwise) are described; and, secondly, through application-driven chapters focusing on existing applications of signal processing and machine learning for big biomedical data. This text aimed at the curious researcher working in the field, as well as undergraduate and graduate students eager to learn how signal processing can help with big data analysis. It is the hope of Drs. Sejdic and Falk that this book will bring together signal processing and machine learning researchers to unlock existing bottlenecks within the healthcare field, thereby improving patient quality-of-life. Provides an overview of recent state-of-the-art signal processing and machine learning algorithms for biomedical big data, including applications in the neuroimaging, cardiac, retinal, genomic, sleep, patient outcome prediction, critical care, and rehabilitation domains. Provides contributed chapters from world leaders in the fields of big data and signal processing, covering topics such as data quality, data compression, statistical and graph signal processing techniques, and deep learning and their applications within the biomedical sphere. This book’s material covers how expert domain knowledge can be used to advance signal processing and machine learning for biomedical big data applications.

The Ethics of Biomedical Big Data

The Ethics of Biomedical Big Data Book
Author : Brent Daniel Mittelstadt,Luciano Floridi
Publisher : Springer
Release : 2016-08-03
ISBN : 3319335251
Language : En, Es, Fr & De

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Book Description :

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 and re-use/re-purposing of data, in areas such as privacy, consent, professionalism, power relationships, and ethical governance of Big Data platforms. Approaches and methods are discussed that can be used to address these problems to achieve the appropriate balance between the social goods of biomedical Big Data research and the safety and privacy of individuals. Seventeen original contributions analyse the ethical, social and related policy implications of the analysis and curation of biomedical Big Data, written by leading experts in the areas of biomedical research, medical and technology ethics, privacy, governance and data protection. The book advances our understanding of the ethical conundrums posed by biomedical Big Data, and shows how practitioners and policy-makers can address these issues going forward.

Recent Advances in Big Data and Deep Learning

Recent Advances in Big Data and Deep Learning Book
Author : Luca Oneto,Nicolò Navarin,Alessandro Sperduti,Davide Anguita
Publisher : Springer
Release : 2019-04-02
ISBN : 3030168417
Language : En, Es, Fr & De

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Book Description :

This book presents the original articles that have been accepted in the 2019 INNS Big Data and Deep Learning (INNS BDDL) international conference, a major event for researchers in the field of artificial neural networks, big data and related topics, organized by the International Neural Network Society and hosted by the University of Genoa. In 2019 INNS BDDL has been held in Sestri Levante (Italy) from April 16 to April 18. More than 80 researchers from 20 countries participated in the INNS BDDL in April 2019. In addition to regular sessions, INNS BDDL welcomed around 40 oral communications, 6 tutorials have been presented together with 4 invited plenary speakers. This book covers a broad range of topics in big data and deep learning, from theoretical aspects to state-of-the-art applications. This book is directed to both Ph.D. students and Researchers in the field in order to provide a general picture of the state-of-the-art on the topics addressed by the conference.

Intelligence Science and Big Data Engineering

Intelligence Science and Big Data Engineering Book
Author : Changyin Sun,Fang Fang,Zhi-Hua Zhou,Wankou Yang,Zhiyong Liu
Publisher : Springer
Release : 2013-11-18
ISBN : 3642420575
Language : En, Es, Fr & De

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Book Description :

This book constitutes the thoroughly refereed post-conference proceedings of the 4th International Conference on Intelligence Science and Big Data Engineering, IScIDE 2013, held in Beijing, China, in July/August 2013. The 111 papers presented were carefully peer-reviewed and selected from 390 submissions. Topics covered include information theoretic and Bayesian approaches; probabilistic graphical models; pattern recognition and computer vision; signal processing and image processing; machine learning and computational intelligence; neural networks and neuro-informatics; statistical inference and uncertainty reasoning; bioinformatics and computational biology and speech recognition and natural language processing.

Quarterly Review of Psychiatry and Neurology

Quarterly Review of Psychiatry and Neurology Book
Author : Anonim
Publisher : Unknown
Release : 1949
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Quarterly Review of Psychiatry and Neurology book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Frontiers in Psychiatry

Frontiers in Psychiatry Book
Author : Yong-Ku Kim
Publisher : Springer Nature
Release : 2019-11-09
ISBN : 9813297212
Language : En, Es, Fr & De

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Book Description :

This book reviews key recent advances and new frontiers within psychiatric research and clinical practice. These advances either represent or are enabling paradigm shifts in the discipline and are influencing how we observe, derive and test hypotheses, and intervene. Progress in information technology is allowing the collection of scattered, fragmented data and the discovery of hidden meanings from stored data, and the impacts on psychiatry are fully explored. Detailed attention is also paid to the applications of artificial intelligence, machine learning, and data science technology in psychiatry and to their role in the development of new hypotheses, which in turn promise to lead to new discoveries and treatments. Emerging research methods for precision medicine are discussed, as are a variety of novel theoretical frameworks for research, such as theoretical psychiatry, the developmental approach to the definition of psychopathology, and the theory of constructed emotion. The concluding section considers novel interventions and treatment avenues, including psychobiotics, the use of neuromodulation to augment cognitive control of emotion, and the role of the telomere-telomerase system in psychopharmacological interventions.

Psychiatric Research Reports

Psychiatric Research Reports Book
Author : Anonim
Publisher : Unknown
Release : 1955
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Psychiatric Research Reports book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

A M A Archives of Neurology and Psychiatry

A M A  Archives of Neurology and Psychiatry Book
Author : American Medical Association
Publisher : Unknown
Release : 1959
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Include abstracts from current literature, book reviews, and transactions from various societies.

Convergence Mental Health

Convergence Mental Health Book
Author : Harris A. Eyre,Michael Berk,Helen Lavretsky
Publisher : Oxford University Press, USA
Release : 2021-01-19
ISBN : 0197506275
Language : En, Es, Fr & De

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Book Description :

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 faces.

Early Detection of Neurological Disorders Using Machine Learning Systems

Early Detection of Neurological Disorders Using Machine Learning Systems Book
Author : Paul, Sudip,Bhattacharya, Pallab,Bit, Arindam
Publisher : IGI Global
Release : 2019-06-28
ISBN : 1522585680
Language : En, Es, Fr & De

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Book Description :

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.

Metal Ions in Neurology and Psychiatry

Metal Ions in Neurology and Psychiatry Book
Author : Joseph Harris,Beng T. Ho
Publisher : Unknown
Release : 1985
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Metal Ions in Neurology and Psychiatry book written by Joseph Harris,Beng T. Ho, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Archives of Neurology and Psychiatry

Archives of Neurology and Psychiatry Book
Author : Anonim
Publisher : Unknown
Release : 1922
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Archives of Neurology and Psychiatry book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Progress in Neurology and Psychiatry

Progress in Neurology and Psychiatry Book
Author : Ernest Adolf Spiegel
Publisher : Unknown
Release : 1969
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Progress in Neurology and Psychiatry book written by Ernest Adolf Spiegel, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Neuropsychiatry and Behavioral Neurology Principles and Practice

Neuropsychiatry and Behavioral Neurology  Principles and Practice Book
Author : David Silbersweig,Laura T. Safar,Kirk R. Daffner
Publisher : McGraw Hill Professional
Release : 2020-10-06
ISBN : 1260117111
Language : En, Es, Fr & De

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Book Description :

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 insights for improving patient care. Chapter authors include additional worldwide academic clinician leaders from sister institutions. Covering the latest advances in cognitive, affective, and behavioral neuroscience, the text provides a practical and clearly written approach to structural and functional neuroanatomy; neuropsychiatric and behavioral neurology assessments and treatments; and neurobehavioral/neuropsychiatric syndromes and disorders. Neuropsychiatry and Behavioral Neurology includes: A definitive introductory chapter on the neuroanatomy of cognitive and behavioral neuroscience Chapters on the neurocircuitry of emotions and cognition Chapters on neuropsychiatric assessment methods and therapeutics, including pharmacology and neurostimulation modalities Chapters on neurobehavioral and neuropsychiatric syndromes, as well as on neuropsychiatric aspects of different neurological and medical diseases Numerous full-color illustrations of brain anatomy High-resolution brain CT and MRI scans Summaries and key points, patient cases, and multiple choice questions with annotated answers Evidence-based updates, combined with clinical guidance from master academic clinician Whether you’re a trainee, recent graduate, seasoned practicing clinician, or investigator interested in linking basic neuroscience research to clinical care, you’ll find everything you need to determine the neurobiological origins of alterations in emotion, cognition, and behavior; contextualize the illness to emphasize the role of underlying brain circuitry; develop informed differential diagnoses; and plan and implement the most effective treatment strategies. This text meets the curriculum requirements needed to prepare for board certification in Behavioral Neurology and Neuropsychiatry.

Digest of Neurology and Psychiatry

Digest of Neurology and Psychiatry Book
Author : Anonim
Publisher : Unknown
Release : 1986
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Digest of Neurology and Psychiatry book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Review of Neurology and Psychiatry

Review of Neurology and Psychiatry Book
Author : Alexander Ninian Bruce
Publisher : Unknown
Release : 1913
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Review of Neurology and Psychiatry book written by Alexander Ninian Bruce, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.