Imaging Genetics

If you want to download Imaging Genetics book in PDF, ePub and kindle or read online directly from your devices, click Download button to get Imaging Genetics book now. This site is like a library, Use search box in the widget to get ebook that you want.

Imaging Genetics

Imaging Genetics
  • Author : Adrian Dalca,Kayhan N. Batmanghelich,Mert Sabuncu,Li Shen
  • Publisher : Academic Press
  • Release Date : 2017-09-22
  • Total pages : 182
  • ISBN : 9780128139691
  • File Size : 53,9 Mb
  • Total Download : 596
  • DOWNLOAD BOOK

Download Imaging Genetics in PDF, Epub, and Kindle

Imaging Genetics presents the latest research in imaging genetics methodology for discovering new associations between imaging and genetic variables, providing an overview of the state-of the-art in the field. Edited and written by leading researchers, this book is a beneficial reference for students and researchers, both new and experienced, in this growing area. The field of imaging genetics studies the relationships between DNA variation and measurements derived from anatomical or functional imaging data, often in the context of a disorder. While traditional genetic analyses rely on classical phenotypes like clinical symptoms, imaging genetics can offer richer insights into underlying, complex biological mechanisms. Contains an introduction describing how the field has evolved to the present, together with perspectives on its future direction and challenges Describes novel application domains and analytic methods that represent the state-of-the-art in the burgeoning field of imaging genetics Introduces a novel, large-scale analytic framework that involves multi-site, image-wide, genome-wide associations

Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics

Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics
  • Author : M. Jorge Cardoso,Tal Arbel,Enzo Ferrante,Xavier Pennec,Adrian V. Dalca,Sarah Parisot,Sarang Joshi,Nematollah K. Batmanghelich,Aristeidis Sotiras,Mads Nielsen,Mert R. Sabuncu,Tom Fletcher,Li Shen,Stanley Durrleman,Stefan Sommer
  • Publisher : Springer
  • Release Date : 2017-09-06
  • Total pages : 250
  • ISBN : 9783319676753
  • File Size : 14,8 Mb
  • Total Download : 808
  • DOWNLOAD BOOK

Download Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics in PDF, Epub, and Kindle

This book constitutes the refereed joint proceedings of the First International Workshop on Graphs in Biomedical Image Analysis, GRAIL 2017, the 6th International Workshop on Mathematical Foundations of Computational Anatomy, MFCA 2017, and the Third International Workshop on Imaging Genetics, MICGen 2017, held in conjunction with the 20th International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2017, in Québec City, QC, Canada, in September 2017. The 7 full papers presented at GRAIL 2017, the 10 full papers presented at MFCA 2017, and the 5 full papers presented at MICGen 2017 were carefully reviewed and selected. The GRAIL papers cover a wide range of graph based medical image analysis methods and applications, including probabilistic graphical models, neuroimaging using graph representations, machine learning for diagnosis prediction, and shape modeling. The MFCA papers deal with theoretical developments in non-linear image and surface registration in the context of computational anatomy. The MICGen papers cover topics in the field of medical genetics, computational biology and medical imaging.

Neuroimaging Genetics

Neuroimaging Genetics
  • Author : Kristin L. Bigos,Ahmad R. Hariri,Daniel R. Weinberger
  • Publisher : Oxford University Press
  • Release Date : 2016-02-03
  • Total pages : 496
  • ISBN : 9780199920228
  • File Size : 47,8 Mb
  • Total Download : 164
  • DOWNLOAD BOOK

Download Neuroimaging Genetics in PDF, Epub, and Kindle

The field of neuroimaging genetics has grown exponentially over the past decade. To date there are more than 10,000 published papers involving MRI, PET, MEG and genetics. Neuroimaging Genetics: Principles and Practices is the comprehensive volume edited by Drs. Bigos, Hariri, and Weinberger and co-authored by the preeminent scholars in the field. This text reviews the basic principles of neuroimaging techniques and their application to neuroimaging genetics. The work presented in this volume elaborates on the explosive interest from diverse research areas in psychiatry and neurology in the use of imaging genetics as a unique tool to establish and identify mechanisms of risk, establish biological significance, and extend statistical evidence of genetic associations. Examples throughout highlight the application of imaging genetics to understand neurochemical systems and pathways, explore relationships between genetics and the structural and functional connectivity in human brain, and provide insight into mechanisms of risk for psychiatric and neurologic illness.

Neuroimaging Genetics

Neuroimaging Genetics
  • Author : Kristin L. Bigos,Ahmad R. Hariri,Daniel R. Weinberger
  • Publisher : Oxford University Press
  • Release Date : 2016-02-03
  • Total pages : 496
  • ISBN : 9780190209773
  • File Size : 41,5 Mb
  • Total Download : 714
  • DOWNLOAD BOOK

Download Neuroimaging Genetics in PDF, Epub, and Kindle

The field of neuroimaging genetics has grown exponentially over the past decade. To date there are more than 10,000 published papers involving MRI, PET, MEG and genetics. Neuroimaging Genetics: Principles and Practices is the comprehensive volume edited by Drs. Bigos, Hariri, and Weinberger and co-authored by the preeminent scholars in the field. This text reviews the basic principles of neuroimaging techniques and their application to neuroimaging genetics. The work presented in this volume elaborates on the explosive interest from diverse research areas in psychiatry and neurology in the use of imaging genetics as a unique tool to establish and identify mechanisms of risk, establish biological significance, and extend statistical evidence of genetic associations. Examples throughout highlight the application of imaging genetics to understand neurochemical systems and pathways, explore relationships between genetics and the structural and functional connectivity in human brain, and provide insight into mechanisms of risk for psychiatric and neurologic illness.

Biomarker Detection Algorithms and Tools for Medical Imaging or Omic Data

Biomarker Detection Algorithms and Tools for Medical Imaging or Omic Data
  • Author : Fengfeng Zhou,William C. Cho,Lin Hua,Jie Li,Feng Liu
  • Publisher : Frontiers Media SA
  • Release Date : 2022-07-13
  • Total pages : 246
  • ISBN : 9782889765706
  • File Size : 49,7 Mb
  • Total Download : 187
  • DOWNLOAD BOOK

Download Biomarker Detection Algorithms and Tools for Medical Imaging or Omic Data in PDF, Epub, and Kindle

PDF book entitled Biomarker Detection Algorithms and Tools for Medical Imaging or Omic Data written by Fengfeng Zhou,William C. Cho,Lin Hua,Jie Li,Feng Liu and published by Frontiers Media SA which was released on 2022-07-13 with total hardcover pages 246, the book become popular and critical acclaim.

Genetic Patterns in Neuroimaging, An Issue of Neuroimaging Clinics,

Genetic Patterns in Neuroimaging, An Issue of Neuroimaging Clinics,
  • Author : Luis Celso Hygino de Cruz
  • Publisher : Elsevier Health Sciences
  • Release Date : 2014-12-27
  • Total pages : 268
  • ISBN : 9780323354639
  • File Size : 36,5 Mb
  • Total Download : 181
  • DOWNLOAD BOOK

Download Genetic Patterns in Neuroimaging, An Issue of Neuroimaging Clinics, in PDF, Epub, and Kindle

Genetic Patterns in Neuroimaging is explored in this important Neuroimaging Clinics issue. Articles include: Brain imaging and genetic risk of congenital malformations; Understanding genetics in neuroimaging; Influence of genetics in neuropathology; Building a bridge between genomics and neuroradiology; Systems genetics approaches to neuroimaging phenotypes; Imaging genetic predictions at an individual level; Brain imaging and genetic risk in the pediatric population; Imaging phenotypes in cognitive diseases; Molecular imaging in genetics; Imaging phenotypes in psychiatric disease; Genomics of brain tumor imaging; Neuroimaging and genetic influence in post-treatment brain neoplasms; Imaging phenotypes in multiple sclerosis; Genetic markers and influences in cerebrovascular malformations, and more.

Imaging Genetics of Frontostriatal Function in Autism Spectrum Disorders

Imaging Genetics of Frontostriatal Function in Autism Spectrum Disorders
  • Author : Ashley Anna Scott
  • Publisher : Unknown
  • Release Date : 2009
  • Total pages : 248
  • ISBN : UCLA:L0099900656
  • File Size : 31,9 Mb
  • Total Download : 492
  • DOWNLOAD BOOK

Download Imaging Genetics of Frontostriatal Function in Autism Spectrum Disorders in PDF, Epub, and Kindle

PDF book entitled Imaging Genetics of Frontostriatal Function in Autism Spectrum Disorders written by Ashley Anna Scott and published by Unknown which was released on 2009 with total hardcover pages 248, the book become popular and critical acclaim.

Neuroimaging of Schizophrenia and Other Primary Psychotic Disorders

Neuroimaging of Schizophrenia and Other Primary Psychotic Disorders
  • Author : Silvana Galderisi,Lynn E. DeLisi,Stefan Borgwardt
  • Publisher : Springer
  • Release Date : 2019-01-31
  • Total pages : 345
  • ISBN : 9783319973074
  • File Size : 37,8 Mb
  • Total Download : 520
  • DOWNLOAD BOOK

Download Neuroimaging of Schizophrenia and Other Primary Psychotic Disorders in PDF, Epub, and Kindle

This book presents the state of the art in the use of neuroimaging technologies in the study of schizophrenia and other primary psychotic disorders. The contributions of neuroimaging in the characterization of these disorders are reviewed across diagnoses, by focusing on psychopathological domains and at-risk populations in order to understand the implications for treatment. The principal neuroimaging findings are described in detail, identifying those that are common to and specific for each disorder and highlighting important pitfalls. Attention is drawn to potential translational aspects of research in the field, with discussion of emerging innovative perspectives. Neuroimaging research has shown that abnormalities of brain structure and function associated with psychiatric disorders do not reflect the boundaries of current diagnostic categories. However, neuroimaging findings are being reconsidered in the light of recent research proposals aimed at re-conceptualizing classification systems in Psychiatry. Written by leading experts, this book will appeal to all with an interest in the field, including researchers, clinicians, and trainees.

Behavior Genetics of Cognition Across the Lifespan

Behavior Genetics of Cognition Across the Lifespan
  • Author : Deborah Finkel,Chandra A. Reynolds
  • Publisher : Springer Science & Business Media
  • Release Date : 2013-07-09
  • Total pages : 300
  • ISBN : 9781461474470
  • File Size : 42,6 Mb
  • Total Download : 526
  • DOWNLOAD BOOK

Download Behavior Genetics of Cognition Across the Lifespan in PDF, Epub, and Kindle

Along with psychopathology, cognition has been one of the primary phenotypic focal points of the field of behavior genetics since its inception. Francis Galton’s 1874 examination of eminent families in Britain was among the earliest attempts to investigate whether cognitive achievements run in families. This volume presents current methodologies for understanding cognitive abilities that move beyond the outdated nature vs. nurture paradigm. Recent advances in both collection and statistical modeling of twin data, particularly longitudinal twin data, make this an especially advantageous moment to produce a work that presents a collection of the groundbreaking research on cognitive abilities across the lifespan. This volume presents an overview of the current state of quantitative and molecular genetic investigations into the many facets of cognitive performance and functioning across the lifespan.​

Current and Future Role of Artificial Intelligence in Cardiac Imaging

Current and Future Role of Artificial Intelligence in Cardiac Imaging
  • Author : Steffen Erhard Petersen,Karim Lekadir,Alistair A. Young,Tim Leiner
  • Publisher : Frontiers Media SA
  • Release Date : 2020-10-09
  • Total pages : 138
  • ISBN : 9782889660582
  • File Size : 49,5 Mb
  • Total Download : 147
  • DOWNLOAD BOOK

Download Current and Future Role of Artificial Intelligence in Cardiac Imaging in PDF, Epub, and Kindle

This eBook is a collection of articles from a Frontiers Research Topic. Frontiers Research Topics are very popular trademarks of the Frontiers Journals Series: they are collections of at least ten articles, all centered on a particular subject. With their unique mix of varied contributions from Original Research to Review Articles, Frontiers Research Topics unify the most influential researchers, the latest key findings and historical advances in a hot research area! Find out more on how to host your own Frontiers Research Topic or contribute to one as an author by contacting the Frontiers Editorial Office: frontiersin.org/about/contact.

Genetics of Psychological Well-Being

Genetics of Psychological Well-Being
  • Author : Michael Pluess
  • Publisher : OUP Oxford
  • Release Date : 2015-06-18
  • Total pages : 296
  • ISBN : 9780191510205
  • File Size : 42,9 Mb
  • Total Download : 416
  • DOWNLOAD BOOK

Download Genetics of Psychological Well-Being in PDF, Epub, and Kindle

'In the past decade there has been an explosion of research into the psychology of well-being. While we know that psychological well-being is partly heritable, it is only recently that researchers have started to investigate the specific genetic factors that influence well-being. Such research explores not only heritability, based on traditional twin study designs, but also includes studies combining some of the most recent molecular genetic techniques and methods. This landmark book summarizes the state of knowledge regarding heritability and molecular genetics in positive psychology. Divided into four parts, it starts by exploring the basics of genetics and associated research methodology, providing the reader with the knowledge required to understand the empirical work presented throughout the volume. The second part of the book focuses on heritability estimates of the most important positive psychology concepts based on quantitative behavioural genetics studies. In the third section of the book, results from more recent molecular genetics studies are presented including candidate gene, gene-environment interaction, as well as genome-wide association studies. This section also contains chapters on epigenetics and imaging genetics, both relatively new methodologies that are just about to make their way into the field of positive psychology. The fourth and final part of the book discusses more overarching questions regarding the roles of genes and environment in the development of well-being as well as a review and discussion of the current state of knowledge and future direction in this new field of inquiry. The first book of its kind, The Genetics of Psychological well-being is a major contribution to the positive psychology literature, and important for all those in the fields of positive psychology, psychiatric genetics, and well-being.

Translational Neuroimaging

Translational Neuroimaging
  • Author : Robert A. McArthur
  • Publisher : Academic Press
  • Release Date : 2012-10-05
  • Total pages : 464
  • ISBN : 9780123869975
  • File Size : 19,6 Mb
  • Total Download : 263
  • DOWNLOAD BOOK

Download Translational Neuroimaging in PDF, Epub, and Kindle

Translational Neuroimaging: Tools for CNS Drug Discovery, Development and Treatment combines the experience of academic, clinical and industrial neuroimagers in a unique collaborative approach to provide an integrated perspective of the use of small animal and human brain imaging in developing and validating translational models and biomarkers for the study and treatment of neuropsychiatric disorders. Translational Neuroimaging: Tools for CNS Drug Discovery, Development and Treatment examines the translational role of neuroimaging in model development from preclinical animal models, to human experimental medicine, and finally to clinical studies. The focus of this book is to identify and provide common endpoints between species that can serve to inform both the clinic and the bench with the information needed to accelerate clinically-effective CNS drug discovery. This book covers methodical issues in human and animal neuroimaging translational research as well as detailed applied examples of the use of neuroimaging in neuropsychiatric disorders and the development of drugs for their treatment. Offering an accompanying website with illustrations and text available for further knowledge and presentations, Translational Neuroimaging: Tools for CNS Drug Discovery, Development and Treatment appeals to non-clinical and clinical neuroscientists working in and studying neuropsychiatric disorders and their treatment as well as providing the novice researcher or researcher outside of his/her expertise the opportunity to understand the background of translational research and the use of imaging in this field. Provides a background to translational research and the use of brain imaging in neuropsychiatric disorders Critical discussion of the potential and limitations of neuroimaging as a translational tool for identifying and validating biomarkers Identifies cross species neurosystems and common endpoints necessary to help accelerate CNS drug discovery and development for the treatment of neuropsychiatric disorders Features an accompanying website with additional images and text

Collaborative Efforts for Understanding the Human Brain

Collaborative Efforts for Understanding the Human Brain
  • Author : Sook-Lei Liew,Lianne Schmaal,Neda Jahanshad
  • Publisher : Frontiers Media SA
  • Release Date : 2019-10-10
  • Total pages : 192
  • ISBN : 9782889630295
  • File Size : 28,9 Mb
  • Total Download : 322
  • DOWNLOAD BOOK

Download Collaborative Efforts for Understanding the Human Brain in PDF, Epub, and Kindle

The human brain is incredibly complex, and the more we learn about it, the more we realize how much we need a truly interdisciplinary team to make sense of its intricacies. This eBook presents the latest efforts in collaborative team science from around the world, all aimed at understanding the human brain.

Behavioural Genetics for Education

Behavioural Genetics for Education
  • Author : Y. Kovas,S. Malykh,D. Gaysina
  • Publisher : Springer
  • Release Date : 2016-03-19
  • Total pages : 311
  • ISBN : 9781137437327
  • File Size : 23,8 Mb
  • Total Download : 238
  • DOWNLOAD BOOK

Download Behavioural Genetics for Education in PDF, Epub, and Kindle

Educational environments interact with children's unique genetic profiles, leading to wide individual differences in learning ability, motivation, and achievement in different academic subjects – even when children study with the same teacher, attend the same school and follow the same curriculum. This book considers how education can benefit from the recent progress in genetically informative research. The book provides new insights into the origins of individual differences in education traits such as cognitive abilities and disabilities; motivation and personality; behavioural and emotional problems; social functioning; well-being, and academic achievement. Written and edited by international interdisciplinary experts, this book will be of interest to teachers, parents, educational and developmental psychologists, policy makers and researchers in different fields working on educationally-relevant issues.

Neuroimaging in Developmental Clinical Neuroscience

Neuroimaging in Developmental Clinical Neuroscience
  • Author : Judith M. Rumsey,Monique Ernst
  • Publisher : Cambridge University Press
  • Release Date : 2009-02-19
  • Total pages : 229
  • ISBN : 1139476750
  • File Size : 35,7 Mb
  • Total Download : 135
  • DOWNLOAD BOOK

Download Neuroimaging in Developmental Clinical Neuroscience in PDF, Epub, and Kindle

Modern neuroimaging offers tremendous opportunities for gaining insights into normative development and a wide array of developmental neuropsychiatric disorders. Focusing on ontogeny, this text covers basic processes involved in both healthy and atypical maturation, and also addresses the range of neuroimaging techniques most widely used for studying children. This book will enable you to understand normative structural and functional brain maturation and the mechanisms underlying basic developmental processes; become familiar with current knowledge and hypotheses concerning the neural bases of developmental neuropsychiatric disorders; and learn about neuroimaging techniques, including their unique strengths and limitations. Coverage includes normal developmental processes, atypical processing in developmental neuropsychiatric disorders, ethical issues, neuroimaging techniques and their integration with psychopharmacologic and molecular genetic research approaches, and future directions. This comprehensive volume is an essential resource for neurologists, neuropsychologists, psychiatrists, pediatricians, and radiologists concerned with normal development and developmental neuropsychiatric disorders.

Genomic and Personalized Medicine

Genomic and Personalized Medicine
  • Author : Anonim
  • Publisher : Academic Press
  • Release Date : 2008-11-11
  • Total pages : 1558
  • ISBN : 0080919030
  • File Size : 11,6 Mb
  • Total Download : 474
  • DOWNLOAD BOOK

Download Genomic and Personalized Medicine in PDF, Epub, and Kindle

This two-volume set — winner of a 2013 Highly Commended BMA Medical Book Award for Medicine — provides an in-depth look at one of the most promising avenues for advances in the diagnosis, prevention and treatment of human disease. The inclusion of the latest information on diagnostic testing, population screening, predicting disease susceptibility, pharmacogenomics and more presents this book as an essential tool for both students and specialists across many biological and medical disciplines, including human genetics and genomics, oncology, neuroscience, cardiology, infectious disease, molecular medicine, and biomedical science, as well as health policy disciplines focusing on ethical, legal, regulatory and economic aspects of genomics and medicine. Volume One Includes: Principles, Methodology and Translational Approaches, takes readers on the journey from principles of human genomics to technology, informatic and computational platforms for genomic medicine, as well as strategies for translating genomic discoveries into advances in personalized clinical care. Volume Two Includes: Genome Discoveries and Clinical Applications presents the latest developments in disease-based genomic and personalized medicine. With chapters dedicated to cardiovascular disease, oncology, inflammatory disease, metabolic disease, neuropsychiatric disease, and infectious disease, this work provides the most comprehensive guide to the principles and practice of genomic and personalized medicine. Highly Commended 2013 BMA Medical Book Award for Medicine Contributions from leaders in the field provide unparalleled insight into current technologies and applications in clinical medicine. Full colour throughout enhances the utility of this work as the only available comprehensive reference for genomic and personalized medicine. Discusses scientific foundations and practical applications of new discoveries, as well as ethical, legal/regulatory, and social issues related to the practice of genomic medicine.

Genes, Brains, and Emotions

Genes, Brains, and Emotions
  • Author : Andrei C. Miu,Judith R. Homberg,Klaus-Peter Lesch
  • Publisher : Oxford University Press, USA
  • Release Date : 2019-04-04
  • Total pages : 465
  • ISBN : 9780198793014
  • File Size : 37,5 Mb
  • Total Download : 645
  • DOWNLOAD BOOK

Download Genes, Brains, and Emotions in PDF, Epub, and Kindle

The study of emotions has rapidly expanded in recent decades, incorporating interdisciplinary research on the genetic underpinnings and neural mechanisms of emotion. This has involved a wide range of methods from as varied fields as behavioral genetics, molecular biology, and cognitive neuroscience, and has allowed researchers to start addressing complex multi-level questions such as: what is the role of genes in individual differences in emotions and emotional vulnerability to psychopathology, and what are the neural mechanisms through which genes and experience shape these emotion? Genes, Brain, and Emotions: Interdisciplinary and translational perspectives offers a comprehensive account of this interdisciplinary field of research, bridging psychology, genetics, and neuroscience, with rich sections dedicated to methods, cognitive and biological mechanisms, and psychopathology. Written by leading researchers who have each inspired new research directions and innovated methods and concepts, this book will be of interest to anyone working or studying in the field of affective science, whether they be behavioural geneticists, psychologists and psychiatrists, or cognitive neuroscientists.

Identifying Neuroimaging-Based Markers for Distinguishing Brain Disorders

Identifying Neuroimaging-Based Markers for Distinguishing Brain Disorders
  • Author : Yuhui Du,Jing Sui,Dongdong Lin
  • Publisher : Frontiers Media SA
  • Release Date : 2020-07-10
  • Total pages : 288
  • ISBN : 9782889634040
  • File Size : 35,5 Mb
  • Total Download : 418
  • DOWNLOAD BOOK

Download Identifying Neuroimaging-Based Markers for Distinguishing Brain Disorders in PDF, Epub, and Kindle

There has been increasing interests in exploring biomarkers from brain images, aiming to have a better understanding and a more effective diagnosis of brain disorders such as schizophrenia, bipolar disorder, schizoaffective disorder, autism spectrum disorder, attention-deficit/hyperactivity disorder, Alzheimer’s disease and so on. Therefore, it is important to identify disease-specific changes for distinguishing healthy controls and patients with brain disorders as well as for differentiating patients with different disorders showing similar clinical symptoms. Biomarkers can be identified from different types of brain Imaging techniques including functional magnetic resonance imaging (fMRI), structural MRI, positron emission tomography (PET), electroencephalography (EEG), and magnetoencephalography (MEG) by using statistical analysis methods. Furthermore, based on measures from brain imaging techniques, machine learning techniques can help to classify or predict disease for individual subjects. In fact, fusion of features from multiple modalities may benefit the understanding of disease mechanism and improve the classification performance. This Research Topic further explores the functional or structural alterations in brain disorders.

Perinatal Genetics

Perinatal Genetics
  • Author : Mary E Norton,Jeffrey A. Kuller,Lorraine Dugoff
  • Publisher : Elsevier Health Sciences
  • Release Date : 2019-01-23
  • Total pages : 350
  • ISBN : 9780323530965
  • File Size : 52,9 Mb
  • Total Download : 943
  • DOWNLOAD BOOK

Download Perinatal Genetics in PDF, Epub, and Kindle

Get a quick, expert overview of the fast-changing field of perinatal genetics with this concise, practical resource. Drs. Mary Norton, Jeffrey A. Kuller, Lorraine Dugoff, and George Saade fully cover the clinically relevant topics that are key to providers who care for pregnant women and couples contemplating pregnancy. It’s an ideal resource for Ob/Gyn physicians, maternal-fetal medicine specialists, and clinical geneticists, as well as midwives, nurse practitioners, and other obstetric providers. Provides a comprehensive review of basic principles of medical genetics and genetic counseling, molecular genetics, cytogenetics, prenatal screening options, chromosomal microarray analysis, whole exome sequencing, prenatal ultrasound, diagnostic testing, and more. Contains a chapter on fetal treatment of genetic disorders. Consolidates today’s available information and experience in this important area into one convenient resource.

Machine Learning and Medical Imaging

Machine Learning and Medical Imaging
  • Author : Guorong Wu,Dinggang Shen,Mert Sabuncu
  • Publisher : Academic Press
  • Release Date : 2016-08-11
  • Total pages : 512
  • ISBN : 9780128041147
  • File Size : 41,5 Mb
  • Total Download : 540
  • DOWNLOAD BOOK

Download Machine Learning and Medical Imaging in PDF, Epub, and Kindle

Machine Learning and Medical Imaging presents state-of- the-art machine learning methods in medical image analysis. It first summarizes cutting-edge machine learning algorithms in medical imaging, including not only classical probabilistic modeling and learning methods, but also recent breakthroughs in deep learning, sparse representation/coding, and big data hashing. In the second part leading research groups around the world present a wide spectrum of machine learning methods with application to different medical imaging modalities, clinical domains, and organs. The biomedical imaging modalities include ultrasound, magnetic resonance imaging (MRI), computed tomography (CT), histology, and microscopy images. The targeted organs span the lung, liver, brain, and prostate, while there is also a treatment of examining genetic associations. Machine Learning and Medical Imaging is an ideal reference for medical imaging researchers, industry scientists and engineers, advanced undergraduate and graduate students, and clinicians. Demonstrates the application of cutting-edge machine learning techniques to medical imaging problems Covers an array of medical imaging applications including computer assisted diagnosis, image guided radiation therapy, landmark detection, imaging genomics, and brain connectomics Features self-contained chapters with a thorough literature review Assesses the development of future machine learning techniques and the further application of existing techniques

Developmental Psychopathology, Developmental Neuroscience

Developmental Psychopathology, Developmental Neuroscience
  • Author : Dante Cicchetti
  • Publisher : John Wiley & Sons
  • Release Date : 2016-02-29
  • Total pages : 1080
  • ISBN : 9781118120910
  • File Size : 23,6 Mb
  • Total Download : 872
  • DOWNLOAD BOOK

Download Developmental Psychopathology, Developmental Neuroscience in PDF, Epub, and Kindle

The complete reference of biological bases for psychopathology at any age Developmental Psychopathology is a four-volume compendium of the most complete and current research on every aspect of the field. Volume Two: Developmental Neuroscience focuses on the biological basis of psychopathology at each life stage, from nutritional deficiencies to genetics to functional brain development to evolutionary perspectives and more. Now in its third edition, this comprehensive reference has been fully updated to better reflect the current state of the field, and detail the newest findings made possible by advances in technology and neuroscience. Contributions from expert researchers and clinicians provide insight into brain development, molecular genetics methods, neurogenics approaches to pathway mapping, structural neuroimaging, and much more, including targeted discussions of specific disorders. Advances in developmental psychopathology have burgeoned since the 2006 publication of the second edition, and keeping up on the latest findings in multiple avenues of investigation can be burdensome to the busy professional. This series solves the problem by collecting the information into one place, with a logical organization designed for easy reference. Consider evolutionary perspectives in developmental psychopathology Explore typical and atypical brain development across the life span Examine the latest findings on stress, schizophrenia, anxiety, and more Learn how genetics are related to psychopathology at different life stages The complexity of a field as diverse as developmental psychopathology deepens with each emerging theory, especially with consideration of the rapid pace of neuroscience advancement and genetic discovery. Developmental Psychopathology Volume Two: Developmental Neuroscience provides an invaluable resource by compiling the latest information into a cohesive, broad-reaching reference.