Personalized Psychiatry

Author : Bernhard Baune
Publisher : Academic Press
ISBN 13 : 0128131772
Total Pages : 604 pages
Book Rating : 4.70/5 ( download)

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Download or read book Personalized Psychiatry written by Bernhard Baune and published by Academic Press. This book was released on 2019-10-16 with total page 604 pages. Available in PDF, EPUB and Kindle. Book excerpt: Personalized Psychiatry presents the first book to explore this novel field of biological psychiatry that covers both basic science research and its translational applications. The book conceptualizes personalized psychiatry and provides state-of-the-art knowledge on biological and neuroscience methodologies, all while integrating clinical phenomenology relevant to personalized psychiatry and discussing important principles and potential models. It is essential reading for advanced students and neuroscience and psychiatry researchers who are investigating the prevention and treatment of mental disorders. Combines neurobiology with basic science methodologies in genomics, epigenomics and transcriptomics Demonstrates how the statistical modeling of interacting biological and clinical information could transform the future of psychiatry Addresses fundamental questions and requirements for personalized psychiatry from a basic research and translational perspective

Author : Ives Cavalcante Passos
Publisher : Springer
ISBN 13 : 3030035530
Total Pages : 180 pages
Book Rating : 4.32/5 ( download)

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Download or read book Personalized Psychiatry written by Ives Cavalcante Passos and published by Springer. This book was released on 2019-02-12 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 mortality related to these conditions are proportional to the potential for overall health gains if mental disorders can be more effectively diagnosed and treated. In order to fill these gaps, analysis in science, industry, and government seeks to use big data for a variety of problems, including clinical outcomes and diagnosis in psychiatry. Multiple mental healthcare providers and research laboratories are increasingly using large data sets to fulfill their mission. Briefly, big data is characterized by high volume, high velocity, variety and veracity of information, and to be useful it must be analyzed, interpreted, and acted upon. As such, focus has to shift to new analytical tools from the field of machine learning that will be critical for anyone practicing medicine, psychiatry and behavioral sciences in the 21st century. Big data analytics is gaining traction in psychiatric research, being used to provide 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. Personalized Psychiatry – Big Data Analytics in Mental Health provides a unique opportunity to showcase innovative solutions tackling complex problems in mental health using big data and machine learning. It represents an interesting platform to work with key opinion leaders to document current achievements, introduce new concepts as well as project the future role of big data and machine learning in mental health.

Author : Priya Hays
Publisher : Springer Nature
ISBN 13 : 3030801004
Total Pages : 755 pages
Book Rating : 4.07/5 ( download)

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Download or read book Advancing Healthcare Through Personalized Medicine written by Priya Hays and published by Springer Nature. This book was released on 2021-09-27 with total page 755 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a unique perspective on the biomedical and societal implications of personalized medicine and how it helps to mitigate the healthcare crisis and rein in ever-growing expenditure. It introduces the reader to the underlying concepts at the heart of personalized medicine. An innovative second edition, this book functions as an update to the successful first edition to include new, state-of-the-art information and advancements in the fast-paced field of personalized medicine. Chapters examine pharmacogenomics, targeted therapies, individualized diagnosis and treatment, and cancer immunotherapies. The book also features an essential discussion on how the advent of genomic technologies gives clinicians the capability to predict and diagnose disease more efficiently and offers a detailed up-to-date compilation of clinical trials in cancer leading to breakthrough therapies. The book also addresses the impact of Big Data on personalized medicine and the newfound applications of digital health and artificial intelligence. A work that advocates for a patient-centered approach, Advancing Healthcare Through Personalized Medicine, Second Edition is an invaluable text for clinicians, healthcare providers, and patients.

Author : Evian Gordon
Publisher : Oxford University Press
ISBN 13 : 0195393805
Total Pages : 346 pages
Book Rating : 4.04/5 ( download)

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Download or read book Integrative Neuroscience and Personalized Medicine written by Evian Gordon and published by Oxford University Press. This book was released on 2011 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book takes an in depth and hard look at the current status and future direction of treatment predictive markers in Personalized Medicine for the brain from the perspectives of the researchers on the cutting edge and those involved in healthcare implementation. The contents provide a comprehensive text suitable as both a pithy introduction to and a clear summary of the "science to solutions" continuum in this developing field of Personalized Medicine and Integrative Neuroscience. The science includes both measures of genes using whole genome approaches and SNIPS as well as BRAINmarkers of direct brain function such as brain imaging, biophysical changes and objective cognitive and behavioral measurements. Personalized Medicine for Brain Disorders will soon be a reality using the comprehensive quantitative and standardized approaches to genomics, BRAINmarkers and cognitive function. Each chapter provides a review of recent relevant literature; show the solutions achieved through integrative neuroscience and applications in patient care thus providing a practical guide to the reader. The timeliness of this book's content is propitious providing bottom line information to educate practicing clinicians, health care workers and researchers, and also a pathway for undergraduate and graduates interested in further their understanding of and involvement in tailored personal solutions.

Author : Jeffrey Poland
Publisher : MIT Press
ISBN 13 : 0262551918
Total Pages : 339 pages
Book Rating : 4.15/5 ( download)

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Download or read book Extraordinary Science and Psychiatry written by Jeffrey Poland and published by MIT Press. This book was released on 2024-04-30 with total page 339 pages. Available in PDF, EPUB and Kindle. Book excerpt: Leading scholars offer perspectives from the philosophy of science on the crisis in psychiatric research that exploded after the publication of DSM-5. Psychiatry and mental health research is in crisis, with tensions between psychiatry's clinical and research aims and controversies over diagnosis, treatment, and scientific constructs for studying mental disorders. At the center of these controversies is the Diagnostic and Statistical Manual of Mental Disorders (DSM), which—especially after the publication of DSM-5—many have found seriously flawed as a guide for research. This book addresses the crisis and the associated “extraordinary science” (Thomas Kuhn's term for scientific research during a state of crisis) from the perspective of philosophy of science. The goal is to help reconcile the competing claims of science and phenomenology within psychiatry and to offer new insights for the philosophy of science. The contributors discuss the epistemological origins of the current crisis, the nature of evidence in psychiatric research, and the National Institute for Mental Health's Research Domain Criteria project. They consider particular research practices in psychiatry—computational, personalized, mechanistic, and user-led—and the specific categories of schizophrenia, depressive disorder, and bipolar disorder. Finally, they examine the DSM's dubious practice of pathologizing normality. Contributors Richard P. Bentall, John Bickle, Robyn Bluhm, Rachel Cooper, Kelso Cratsley, Owen Flanagan, Michael Frank, George Graham, Ginger A. Hoffman, Harold Kincaid, Aaron Kostko, Edouard Machery, Jeffrey Poland, Claire Pouncey, Şerife Tekin, Peter Zachar

Author : Gianluca Castelnuovo
Publisher : Frontiers Media SA
ISBN 13 : 2832540813
Total Pages : 227 pages
Book Rating : 4.17/5 ( download)

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Download or read book Insights in: Psychology for Clinical Settings 2022 written by Gianluca Castelnuovo and published by Frontiers Media SA. This book was released on 2023-12-12 with total page 227 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : Flávio Kapczinski
Publisher :
ISBN 13 : 9783030035549
Total Pages : pages
Book Rating : 4.49/5 ( download)

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Download or read book Personalized Psychiatry written by Flávio Kapczinski and published by . This book was released on 2019 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 mortality related to these conditions are proportional to the potential for overall health gains if mental disorders can be more effectively diagnosed and treated. In order to fill these gaps, analysis in science, industry, and government seeks to use big data for a variety of problems, including clinical outcomes and diagnosis in psychiatry. Multiple mental healthcare providers and research laboratories are increasingly using large data sets to fulfill their mission. Briefly, big data is characterized by high volume, high velocity, variety and veracity of information, and to be useful it must be analyzed, interpreted, and acted upon. As such, focus has to shift to new analytical tools from the field of machine learning that will be critical for anyone practicing medicine, psychiatry and behavioral sciences in the 21st century. Big data analytics is gaining traction in psychiatric research, being used to provide 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. Personalized Psychiatry – Big Data Analytics in Mental Health provides a unique opportunity to showcase innovative solutions tackling complex problems in mental health using big data and machine learning. It represents an interesting platform to work with key opinion leaders to document current achievements, introduce new concepts as well as project the future role of big data and machine learning in mental health. .

Author : Jessica D. Tenenbaum
Publisher : Springer Nature
ISBN 13 : 3030705587
Total Pages : 540 pages
Book Rating : 4.89/5 ( download)

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Download or read book Mental Health Informatics written by Jessica D. Tenenbaum and published by Springer Nature. This book was released on 2021-11-18 with total page 540 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook provides a detailed resource introducing the subdiscipline of mental health informatics. It systematically reviews the methods, paradigms, tools and knowledge base in both clinical and bioinformatics and across the spectrum from research to clinical care. Key foundational technologies, such as terminologies, ontologies and data exchange standards are presented and given context within the complex landscape of mental health conditions, research and care. The learning health system model is utilized to emphasize the bi-directional nature of the translational science associated with mental health processes. Descriptions of the data, technologies, paradigms and products that are generated by and used in each process and their limitations are discussed. Mental Health Informatics: Enabling a Learning Mental Healthcare System is a comprehensive introductory resource for students, educators and researchers in mental health informatics and related behavioral sciences. It is an ideal resource for use in a survey course for both pre- and post-doctoral training programs, as well as for healthcare administrators, funding entities, vendors and product developers working to make mental healthcare more evidence-based.

Author : Leanne M. Williams, Ph.D.
Publisher : American Psychiatric Pub
ISBN 13 : 1615371583
Total Pages : 302 pages
Book Rating : 4.87/5 ( download)

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Download or read book Precision Psychiatry written by Leanne M. Williams, Ph.D. and published by American Psychiatric Pub. This book was released on 2021-10-15 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt: Precision psychiatry, as outlined in this groundbreaking book, presents a new path forward. By integrating findings from basic and clinical neuroscience, clinical practice, and population-level data, the field seeks to develop therapeutic approaches tailored for specific individuals with a specific constellation of health issues, characteristics, strengths, and symptoms.

Author : Edited by Dilip V. Jeste M.D.
Publisher : American Psychiatric Pub
ISBN 13 : 1585624950
Total Pages : 388 pages
Book Rating : 4.59/5 ( download)

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Download or read book Positive Psychiatry written by Edited by Dilip V. Jeste M.D. and published by American Psychiatric Pub. This book was released on 2015-04-28 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt: While there are a number of books on positive psychology, Positive Psychiatry is unique in its biological foundation and medical rigor and is the only book designed to bring positive mental health ideas and interventions into mainstream psychiatric research, training, and clinical practice. After an overview describing the definition, history, and goals of positive psychiatry, the contributors—pioneers and thought leaders in the field—explore positive psychosocial factors, such as resilience and psychosocial growth; positive outcomes, such as recovery and well-being; psychotherapeutic and behavioral interventions, among others; and special topics, such as child and geriatric psychiatry, diverse populations, and bioethics. The book successfully brings the unique skill sets and methods of psychiatry to the larger positive health movement. Each chapter highlights key points for current clinical services, as practiced by psychiatrists, primary care doctors, and nurses, as well as those in allied health and mental health fields. These readers will find Positive Psychiatry to be immensely helpful in bringing positive mental health concepts and interventions into the clinical arena.