Molecular Advances And Applications Of Machine Learning In Understanding Autism And Comorbid Psychiatric Disorders

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Molecular Advances And Applications Of Machine Learning In Understanding Autism And Comorbid Psychiatric Disorders

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Author : Salam Salloum-Asfar
language : en
Publisher: Frontiers Media SA
Release Date : 2023-07-24

Molecular Advances And Applications Of Machine Learning In Understanding Autism And Comorbid Psychiatric Disorders written by Salam Salloum-Asfar and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-07-24 with Science categories.

Genomic Prediction Of Complex Traits

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Author : Nourollah Ahmadi
language : en
Publisher: Springer Nature
Release Date : 2022-04-22

Genomic Prediction Of Complex Traits written by Nourollah Ahmadi and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-04-22 with Science categories.

This volume explores the conceptual framework and the practical issues related to genomic prediction of complex traits in human medicine and in animal and plant breeding. The book is organized into five parts. Part One reminds molecular genetics approaches intending to predict phenotypic variations. Part Two presents the principles of genomic prediction of complex traits, and reviews factors that affect its reliability. Part Three describes genomic prediction methods, including machine-learning approaches, accounting for different degree of biological complexity, and reviews the associated computer-packages. Part Four reports on emerging trends such as phenomic prediction and incorporation into genomic prediction models of “omics” data and crop growth models. Part Five is dedicated to lessons learned from cases studies in the fields of human health and animal and plant breeding, and to methods for analysis of the economic effectiveness of genomic prediction. Written in the highly successful Methods in Molecular Biology series format, the book provides theoretical bases and practical guidelines for an informed decision making of practitioners and identifies pertinent routes for further methodological researches. Cutting-edge and thorough, Complex Trait Predictions: Methods and Protocols is a valuable resource for scientists and researchers who are interested in learning more about this important and developing field. Chapters 3, 9, 13, 14, and 21 are available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

Personalized Psychiatry

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Author : Bernhard Baune
language : en
Publisher: Academic Press
Release Date : 2019-10-16

Personalized Psychiatry written by Bernhard Baune and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-10-16 with Medical categories.

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

Computational Intelligence For Machine Learning And Healthcare Informatics

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Author : Rajshree Srivastava
language : en
Publisher: Walter de Gruyter GmbH & Co KG
Release Date : 2020-06-22

Computational Intelligence For Machine Learning And Healthcare Informatics written by Rajshree Srivastava and has been published by Walter de Gruyter GmbH & Co KG this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-22 with Computers categories.

This book presents a variety of techniques designed to enhance and empower multi-disciplinary and multi-institutional machine learning research in healthcare informatics. It is intended to provide a unique compendium of current and emerging machine learning paradigms for healthcare informatics, reflecting the diversity, complexity, and depth and breadth of this multi-disciplinary area.

Neurobiology Of Brain Disorders

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Author : Michael J. Zigmond
language : en
Publisher: Academic Press
Release Date : 2022-05-20

Neurobiology Of Brain Disorders written by Michael J. Zigmond and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-20 with Medical categories.

Neurobiology of Brain Disorders: Biological Basis of Neurological and Psychiatric Disorders, Second Edition provides basic scientists a comprehensive overview of neurological and neuropsychiatric disease. This book links basic, translational, and clinical research, covering the genetic, developmental, molecular and cellular mechanisms underlying all major categories of brain disorders. It offers students, postdoctoral fellows, and researchers in diverse fields of neuroscience, neurobiology, neurology, and psychiatry the tools they need to obtain a basic background in the major neurological and psychiatric diseases. Topics include developmental, autoimmune, central, and peripheral neurodegeneration, infectious diseases, and diseases of higher function. Organized by individual disorder, each chapter includes coverage of the clinical condition, diagnosis, treatment, underlying mechanisms, relevant basic and translational research, and key unanswered questions. This volume reflects progress in the field since publication of the first edition, with fully updated chapters, and new chapters on isolation, aging, global diseases, vascular diseases, and toxic/metabolic disease. New disorder coverage includes fibromyalgia, chronic fatigue, Restless Legs Syndrome, myasthenia gravis, and more. - Links basic, translational and clinical research on disorders of the nervous system - Covers a vast array of neurological and psychiatric disorders, including Down syndrome, autism, muscular dystrophy, diabetes, TBI, Parkinson's, Huntington's, Alzheimer's, OCD, PTSD, schizophrenia, depression and pain - Features new chapters on the effects of aging and isolation on brain health - Expands coverage on disorders, including new chapters on fibromyalgia, chronic fatigue, and restless legs syndrome - Features in-text summary points, special feature boxes and research questions

Intelligent Solutions For Cognitive Disorders

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Author : Jadhav, Dipti
language : en
Publisher: IGI Global
Release Date : 2024-02-14

Intelligent Solutions For Cognitive Disorders written by Jadhav, Dipti and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-14 with Medical categories.

Cognitive disorders are a growing concern, affecting individuals across the age spectrum and society. These disorders can profoundly disrupt daily life, and their timely diagnosis is crucial for effective intervention and care. As the prevalence of cognitive disorders continues to rise, the need for precise and early diagnosis has never been more pressing. Intelligent Solutions for Cognitive Disorders is a research-based book which delves into the intersection of medical science and technology, exploring the latest advancements in cognitive disorder diagnosis and treatment. This book assembles a multidisciplinary team of experts, including researchers, clinicians, and technologists, to address this challenge head-on. This book commences with an in-depth introduction to cognitive disorders, providing a solid foundation for readers of all backgrounds. It then navigates the role of intelligent systems in cognitive healthcare, unveiling the potential of artificial intelligence, machine learning, and deep learning techniques. The book highlights how these intelligent systems can enable the early and accurate detection of cognitive disorders, a pivotal factor in improving patients' quality of life. This book is an invaluable resource for technologists, researchers, linguists, data scientists, healthcare practitioners, medical professionals, and students seeking a comprehensive understanding of cognitive disorders and the role of intelligent technologies in their diagnosis and care.

Rosenberg S Molecular And Genetic Basis Of Neurological And Psychiatric Disease

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Author : Roger N. Rosenberg
language : en
Publisher: Academic Press
Release Date : 2020-06-24

Rosenberg S Molecular And Genetic Basis Of Neurological And Psychiatric Disease written by Roger N. Rosenberg and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-24 with Medical categories.

Rosenberg's Molecular and Genetic Basis of Neurologic and Psychiatric Disease, Sixth Edition: Volume Two provides a comprehensive introduction and reference to the foundations and practical aspects relevant to the majority of neurologic and psychiatric disease. This updated volume focuses on degenerative disorders, movement disorders, neuro-oncology, neurocutaneous disorders, epilepsy, white matter diseases, neuropathies and neuronopathies, muscle and neuromuscular junction disorders, stroke, psychiatric disease, and a neurologic gene map. A favorite of over three generations of students, clinicians and scholars, this new edition retains and expands on the informative, concise and critical tone of the first edition. This is an essential reference for general medical practitioners, neurologists, psychiatrists, geneticists, related professionals, and for the neuroscience and neurology research community at large. The content covers all aspects essential to the practice of neurogenetics to inform clinical diagnosis, treatment and genetic counseling. - Provides comprehensive coverage on the neurogenetic foundation of neurological and psychiatric disease - Presents detailed coverage of genomics, animal models and diagnostic methods, with new coverage on evaluating patients with biochemical abnormalities or gene mutations - Includes new chapters on the pharmacogenomics of epilepsy and the most recent updates in molecular genetics, focusing on neurodegenerative and psychiatric diseases

Future Work In Clinical Child And Adolescent Psychology

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Author : Mitchell J. Prinstein
language : en
Publisher: Routledge
Release Date : 2018-10-18

Future Work In Clinical Child And Adolescent Psychology written by Mitchell J. Prinstein and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-10-18 with Psychology categories.

Preeminent clinical child and adolescent psychological scientists offer an agenda for future research in this compendium of thought pieces. On a wide range of topics including ADHD, depression, self-injury, emotion regulation, conduct problems, addictions, clinical assessment and therapy, and many more, scientists review the current state of the literature and offer specific recommendations for what investigators next need to tackle to reduce mental illness among youth. Chapters include a discussion of theories and methods in clinical child and adolescent psychology, current funding priorities, and the intersection of traditional clinical psychology research with the burgeoning field of psychological neuroscience. This book is an essential resource for classes on clinical child and adolescent psychopathology and treatment. It also provides a unique guide for undergraduate and early graduate students who are determining how to start their research careers in the field. All of the chapters in this book were originally published as articles in the Journal of Clinical Child and Adolescent Psychology.

Serving Teens And Adults On The Autism Spectrum

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Author : Carrie Rogers-Whitehead
language : en
Publisher: Bloomsbury Publishing USA
Release Date : 2020-10-01

Serving Teens And Adults On The Autism Spectrum written by Carrie Rogers-Whitehead and has been published by Bloomsbury Publishing USA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-10-01 with Language Arts & Disciplines categories.

Understand the unique needs of teens and adults with autism and how to adapt existing library programs to be more inclusive. Autism spectrum disorder is a lifelong condition, but programs and services are mostly for children. As this population ages and the number of adults receiving autism diagnoses grows, are public libraries serving this group? Serving Teens and Adults on the Autism Spectrum offers practical strategies for delivering better service to individuals with autism, from library programming to technology, collections, library volunteers, and the information desk. Relying on feedback and help from the autism community in her area, Carrie Rogers-Whitehead created programs for children, teens, and young adults on the autism spectrum. In this book, she shares advice on developing programs that focus on teamwork, transitions, and social skills. She explains best practices for reference interviews and teaches readers how their libraries can partner with nonprofit and government entities to develop workforce skills and connect adults with autism to jobs. Ready-made program activities for teens and adults with autism make it easy for libraries to better serve this often misunderstood group.

Clinical Neuroscience

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Author : Lisa Weyandt
language : en
Publisher: Routledge
Release Date : 2018-12-07

Clinical Neuroscience written by Lisa Weyandt and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-12-07 with Psychology categories.

Clinical Neuroscience offers a comprehensive overview of the biological bases of major psychological and psychiatric disorders, and provides foundational information regarding the anatomical and physiological principles of brain functioning. In addition, the book presents information concerning neuroplasticity, pharmacology, brain imaging, and brain stimulation techniques. Subsequent chapters address specific psychological disorders and neurodegenerative diseases, including major depressive and bipolar disorders, anxiety, schizophrenia, disorders of childhood origin, and addiction, as well as neurodegenerative disorders, such as Parkinson’s and Alzheimer’s diseases. This highly readable textbook expands case examples and illustrations to discuss the latest research findings in clinical neuroscience from an empirical, interdisciplinary perspective.