Big Data in Psychiatry and Neurology

Big Data in Psychiatry and Neurology
Title Big Data in Psychiatry and Neurology PDF eBook
Author Ahmed Moustafa
Publisher Academic Press
Pages 386
Release 2021-06-11
Genre Medical
ISBN 0128230029

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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

Sex Differences in Neurology and Psychiatry

Sex Differences in Neurology and Psychiatry
Title Sex Differences in Neurology and Psychiatry PDF eBook
Author
Publisher Elsevier
Pages 478
Release 2020-09-30
Genre Medical
ISBN 0444641246

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Sex Differences in Neurology and Psychiatry, Volume 175, addresses this important issue by viewing major neurological and psychiatric conditions through the lens of sexual dimorphism, providing an entirely novel approach to understanding vulnerability factors, as well as potential new treatment strategies in several common neuropsychiatric disorders. The handbook comprises four major sections: (1) Introduction to sex differences in neuroanatomy and neurophysiology, (2) Description of the impact of genetic, epigenetic, sex hormonal and other environmental effects on cerebral sex dimorphism, (3) Review of sex differences in neurologic disorders, and (4) Review of sex differences in psychiatric disorders. - Explores sex differences in human neuroanatomy and neurophysiology - Offers a pathway toward a gender-specific treatment of neurologic and psychiatric disorders - Provides an overview of the genetics of sex hormones, human brain structure, and function, as well as the epigenetics, environment and social context

Psychiatry and Neurology E-Book

Psychiatry and Neurology E-Book
Title Psychiatry and Neurology E-Book PDF eBook
Author Derek G. Waller
Publisher Elsevier Health Sciences
Pages 622
Release 2016-09-13
Genre Medical
ISBN 0702071285

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About the Medicine journal e-books Psychiatry & Neurology is a new e-book in a collection of subject-themed e-books containing relevant key articles from Medicine. The e-books provide a perfect source of revision for post-graduate exams in clinical medicine and portfolio material for life-long learning. As well as mapping to the UK Core Medical Training curriculum, these e-books also enable anyone with a short-term interest in a specific area to buy individual articles at a price-point that will give affordable access to all readers (from medical students to GPs and practitioners in related areas). The quality of user experience on mobiles, tablets and laptops will be an added bonus for learning on the move. The whole board has been involved in the creation of this content and are therefore listed as authors on all the e-books. In addition we extend our warm thanks for their contribution to these e-books to the past Chairman Allister Vale (who stepped down from the board in 2015) and to John Mucklow, who stepped down in 2016. Derek Waller, on behalf of the Editorial Board About the journal The parent journal (www.medicinejournal.co.uk) is a rolling, continuously updated review of clinical medicine over a 4-year cycle covering all the important topics for core medical training. Its Editorial Board comprises some of Europe’s most influential specialists. The journal’s articles are refreshed, updated, augmented or replaced as appropriate each time the subject is due for revision to provide a concise overview of knowledge and practice core to the curriculum. Each article is written by invited experts and overseen by the relevant subject specialist on the Board. A trainee representative on the Board ensures relevance and accessibility for exam candidates.

Psychiatry Test Preparation and Review Manual E-Book

Psychiatry Test Preparation and Review Manual E-Book
Title Psychiatry Test Preparation and Review Manual E-Book PDF eBook
Author J Clive Spiegel
Publisher Elsevier Health Sciences
Pages 470
Release 2013-01-09
Genre Medical
ISBN 1455775754

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Updated to reflect all of the latest research in psychology and neurology, Psychiatry Test Preparation and Review Manual, 2nd Edition precisely mirrors the written ABPN board exam so you can expertly prepare and achieve your highest score. Enhance your preparation with recommended readings from key textbooks in the field. Understand why your answers are correct or incorrect through detailed explanations of each possible response.

Computational Neurology and Psychiatry

Computational Neurology and Psychiatry
Title Computational Neurology and Psychiatry PDF eBook
Author Péter Érdi
Publisher Springer
Pages 446
Release 2017-01-25
Genre Technology & Engineering
ISBN 3319499599

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This book presents the latest research in computational methods for modeling and simulating brain disorders. In particular, it shows how mathematical models can be used to study the relationship between a given disorder and the specific brain structure associated with that disorder. It also describes the emerging field of computational psychiatry, including the study of pathological behavior due to impaired functional connectivity, pathophysiological activity, and/or aberrant decision-making. Further, it discusses the data analysis techniques that will be required to analyze the increasing amount of data being generated about the brain. Lastly, the book offers some tips on the application of computational models in the field of quantitative systems pharmacology. Mainly written for computational scientists eager to discover new application fields for their model, this book also benefits neurologists and psychiatrists wanting to learn about new methods.

Synopsis of Neurology, Psychiatry and Related Systemic Disorders

Synopsis of Neurology, Psychiatry and Related Systemic Disorders
Title Synopsis of Neurology, Psychiatry and Related Systemic Disorders PDF eBook
Author Alan B. Ettinger
Publisher Cambridge University Press
Pages
Release 2019-05-23
Genre Medical
ISBN 1108673635

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Symptoms and signs in neurology and psychiatry typically present in the clinical context of other underlying conditions. When evaluating a patient, a physician may choose to review a diverse list of potential underlying diagnoses with the aid of the editor team's existing text: Neurological Differential Diagnosis: A Case-Based Approach. However, if the patient has a known pre-existing condition, the physician will need to consider a reverse approach - considering what complications of that condition may be associated with current symptoms. This book provides quick-reference, comprehensive, concise summaries of neurologic, psychiatric and medical diagnoses with a focus on neurologic and psychiatric implications of systemic disorders. A separate pharmacology section provides a consolidated review of potential neurologic and psychiatric adverse effects of medications. This book is an invaluable resource for a broad medical audience, from the medical student to the experienced consultant.

Comprehensive Review in Clinical Neurology

Comprehensive Review in Clinical Neurology
Title Comprehensive Review in Clinical Neurology PDF eBook
Author Esteban Cheng-Ching
Publisher Lippincott Williams & Wilkins
Pages 776
Release 2012-03-28
Genre Medical
ISBN 1451153635

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This new review textbook, written by residents and an experienced faculty member from Cleveland Clinic, is designed to ensure success on all sorts of standardized neurology examinations. Presented in a comprehensive question-and-answer format, with detailed rationales, Comprehensive Review in Clinical Neurology is a must-have for both aspiring and practicing neurologists and psychiatrists preparation to take the RITE, the American Board of Psychiatry and Neurology written exams, and various recertification exams.