Computational Methods For Disease Diagnosis And Understanding The Genetics Of Complex Traits
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Computational Methods For Genetics Of Complex Traits
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Author :
language : en
Publisher: Academic Press
Release Date : 2010-11-10
Computational Methods For Genetics Of Complex Traits written by and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-11-10 with Science categories.
The field of genetics is rapidly evolving, and new medical breakthroughs are occurring as a result of advances in knowledge gained from genetics reasearch. This thematic volume of Advances in Genetics looks at Computational Methods for Genetics of Complex traits. - Explores the latest topics in neural circuits and behavior research in zebrafish, drosophila, C.elegans, and mouse models - Includes methods for testing with ethical, legal, and social implications - Critically analyzes future prospects
Computational Methods For Disease Diagnosis And Understanding The Genetics Of Complex Traits
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Author : Lisa Gai
language : en
Publisher:
Release Date : 2021
Computational Methods For Disease Diagnosis And Understanding The Genetics Of Complex Traits written by Lisa Gai and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021 with categories.
An ever increasing wealth of biological data has become available in recent years, and with it, the potential to understand complex traits and extract disease relevant information from these many forms of data through computational methods. Understanding the genetic architecture behind complex traits can help us understand disease risk and adverse drug reactions, and to guide the development of treatment strategies. Many variants identified by genome-wide association studies (GWAS) have been found to affect multiple traits, either directly or through shared pathways. Analyzing multiple traits at once can increase power to detect shared variant effects from publicly available GWAS summary statistics. Use of multiple traits may also improve accuracy when estimating variant effects, which can be used in polygenic scores to stratify individuals by disease risk. This dissertation presents a method, CONFIT, for combining GWAS in multiple traits for variant discovery, and explores a few potential multi-trait methods for estimating polygenic scores. Computational methods can also be used to identify patients already suffering from disease who would benefit from treatment. Towards this end, this dissertation also presents work on deep learning to detect patients with orbital disease from image data with high accuracy and recall.
Psychological Support By Cognitive Behavioral Therapy For Hemophilia
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Author : Edenilson Brandl
language : en
Publisher: Edenilson Brandl
Release Date :
Psychological Support By Cognitive Behavioral Therapy For Hemophilia written by Edenilson Brandl and has been published by Edenilson Brandl this book supported file pdf, txt, epub, kindle and other format this book has been release on with Psychology categories.
Living with a chronic condition like hemophilia is not just a physical challenge; it impacts every aspect of life—emotional, psychological, and social. Hemophilia, a genetic disorder affecting the blood’s ability to clot properly, requires individuals to navigate a complex web of medical treatments, lifestyle adjustments, and emotional hurdles. For many, the weight of managing a genetic condition can lead to feelings of isolation, anxiety, and depression. This book, "Psychological Support by Cognitive Behavioral Therapy for Hemophilia," was written with the purpose of providing a comprehensive approach to address not only the physical but also the psychological aspects of living with hemophilia. By merging insights from genetics, biology, and psychology, particularly through the lens of Cognitive Behavioral Therapy (CBT), this book seeks to empower individuals with hemophilia to develop coping strategies, manage emotional distress, and lead fulfilling lives despite their condition. Cognitive Behavioral Therapy has been widely recognized as an effective therapeutic approach for managing a variety of mental health challenges, and it offers valuable tools for those grappling with the emotional and psychological burdens of chronic illness. This book covers essential topics such as trauma, genetic counseling, independence in one’s genetic journey, and the practical application of CBT techniques. By addressing both the biological underpinnings of hemophilia and the cognitive and emotional toll it takes, this book aims to create a balanced and supportive guide for patients, caregivers, and mental health professionals alike. In the chapters that follow, we explore the intricate connection between mind and body, offering both theoretical knowledge and practical tools to manage the emotional impact of hemophilia. From learning how to manage pain and fatigue, to developing strategies for mental resilience and emotional regulation, this book is designed to be a go-to resource for anyone affected by hemophilia. It is my hope that this book provides a source of comfort, guidance, and empowerment to those living with hemophilia, helping them to navigate their journey with greater confidence, mental fortitude, and emotional well-being.
Psychological Support By Cognitive Behavioral Therapy For Tay Sachs Disease
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Author : Edenilson Brandl
language : en
Publisher: Edenilson Brandl
Release Date :
Psychological Support By Cognitive Behavioral Therapy For Tay Sachs Disease written by Edenilson Brandl and has been published by Edenilson Brandl this book supported file pdf, txt, epub, kindle and other format this book has been release on with Psychology categories.
Tay-Sachs disease is a devastating genetic disorder that profoundly affects individuals, families, and communities. Characterized by the progressive degeneration of nerve cells, it often leads to severe physical and cognitive impairments, ultimately resulting in premature death. For those diagnosed with Tay-Sachs, as well as their loved ones, the emotional and psychological toll can be as challenging as the physical manifestations of the disease. This book aims to bridge the gap between medical understanding and psychological support, offering a comprehensive guide to utilizing Cognitive Behavioral Therapy (CBT) as a tool for managing the emotional and mental health challenges associated with Tay-Sachs disease. While advancements in genetics and medical science continue to expand our knowledge of this condition, it is equally essential to address the psychological aspects that arise throughout the genetic journey. In the chapters that follow, we will explore a range of topics, from the biological underpinnings of Tay-Sachs and its genetic implications to the various emotional struggles experienced by individuals and families. We will delve into the principles of CBT, providing practical tools and strategies to help those affected by Tay-Sachs navigate their emotional landscapes. By integrating concepts from behavioral genetics, personalized therapeutic approaches, and effective pain management techniques, this book seeks to offer a holistic view of the psychological support available to those living with this condition. I have drawn on my experience in psychology and my passion for supporting individuals facing chronic illness to craft this resource. My hope is that readers will find solace, guidance, and empowerment through these pages. It is my belief that while we cannot change the course of Tay-Sachs disease, we can certainly change how we respond to it—both in our minds and in our hearts. I invite you to embark on this journey with me, as we explore the intersection of psychology, genetics, and compassion. Together, let us foster resilience, enhance well-being, and illuminate a path of understanding for those impacted by Tay-Sachs disease.
Psychological Support By Cognitive Behavioral Therapy For Bardet Biedl Syndrome
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Author : Edenilson Brandl
language : en
Publisher: Edenilson Brandl
Release Date :
Psychological Support By Cognitive Behavioral Therapy For Bardet Biedl Syndrome written by Edenilson Brandl and has been published by Edenilson Brandl this book supported file pdf, txt, epub, kindle and other format this book has been release on with Psychology categories.
Bardet-Biedl Syndrome (BBS) is a complex, multi-system genetic disorder that poses unique challenges for those affected and their families. This syndrome not only encompasses a range of physical symptoms, such as obesity, retinal degeneration, and kidney dysfunction, but also carries significant psychological implications. Individuals living with BBS often face emotional and mental health hurdles, including anxiety, depression, and feelings of isolation. Recognizing and addressing these challenges is crucial for fostering resilience and improving quality of life. In this book, I aim to bridge the gap between genetic understanding and psychological support by presenting Cognitive Behavioral Therapy (CBT) as a powerful tool for managing the emotional aspects of living with Bardet-Biedl Syndrome. The principles of CBT can empower individuals to confront their fears, reshape negative thought patterns, and develop healthier coping strategies. By incorporating insights from genetics, psychology, and personal experiences, this book serves as a comprehensive guide for patients, families, and healthcare providers. Each chapter delves into essential topics, beginning with an exploration of Bardet-Biedl Syndrome and its associated traumas, moving through foundational concepts of genetics and psychology, and culminating in practical CBT techniques tailored to the unique needs of individuals facing this syndrome. Whether you are a patient navigating the emotional landscape of BBS, a caregiver seeking tools to support a loved one, or a healthcare professional looking to enhance your therapeutic approach, this book is designed to be a valuable resource. It is my hope that this work not only informs but also inspires a collaborative approach to psychological care for those affected by Bardet-Biedl Syndrome. Together, we can foster a deeper understanding of the interplay between genetics and mental health, ultimately enhancing the lives of individuals living with this condition. I would like to express my gratitude to all the individuals, families, and professionals who have shared their experiences and insights. Your stories have shaped this book and underscore the importance of psychological support in the journey of living with Bardet-Biedl Syndrome.
Psychological Support By Cognitive Behavioral Therapy For Hyperoxaluria
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Author : Edenilson Brandl
language : en
Publisher: Edenilson Brandl
Release Date :
Psychological Support By Cognitive Behavioral Therapy For Hyperoxaluria written by Edenilson Brandl and has been published by Edenilson Brandl this book supported file pdf, txt, epub, kindle and other format this book has been release on with Psychology categories.
Living with hyperoxaluria presents unique challenges, not only to physical health but also to mental well-being. This genetic condition, which can lead to a buildup of oxalate and subsequent kidney stones, impacts numerous aspects of daily life, from managing physical symptoms to dealing with the emotional toll of a chronic illness. While medical interventions are essential for addressing the physical effects, the psychological struggles that often accompany hyperoxaluria require equally thoughtful care and support. This book, Psychological Support by Cognitive Behavioral Therapy for Hyperoxaluria, is designed to fill a gap in the current approach to treating hyperoxaluria by offering strategies rooted in Cognitive Behavioral Therapy (CBT). CBT is a well-established psychological treatment that helps individuals manage their thoughts, emotions, and behaviors. For those facing hyperoxaluria, CBT provides valuable tools to handle the psychological challenges associated with chronic illness, such as coping with pain, adjusting to lifestyle changes, dealing with medical trauma, and fostering resilience in the face of uncertainty. In the pages that follow, readers will find foundational knowledge on hyperoxaluria, genetics, and related biological factors, along with comprehensive CBT techniques that can be applied to daily life. This book is structured to guide both patients and mental health practitioners through the journey of managing hyperoxaluria with an integrated therapeutic approach. Topics include core CBT methods, specialized coping skills for handling pain, tools for adapting to genetic health conditions, and exercises aimed at building emotional resilience. Additionally, insights into personal challenges such as maintaining self-esteem, managing societal stigma, and dealing with changes in relationships are discussed in depth, offering practical support for the nuanced experiences of those living with hyperoxaluria. This work is also intended as a resource for clinicians and therapists seeking to broaden their understanding of genetic conditions in mental health treatment. It provides practical guidance on using CBT techniques in the context of a hereditary disease, with a focus on the unique psychological needs of individuals managing hyperoxaluria. It is my hope that this book will serve as a supportive companion, helping individuals with hyperoxaluria reclaim control over their mental well-being and live fulfilling lives despite the challenges they face. Whether you are a patient, a family member, or a healthcare provider, I invite you to explore the techniques presented here and to discover how CBT can empower those impacted by hyperoxaluria to find strength, resilience, and peace.
Psychological Support By Cognitive Behavioral Therapy For Spondyloepiphyseal Dysplasia
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Author : Edenilson Brandl
language : en
Publisher: Edenilson Brandl
Release Date :
Psychological Support By Cognitive Behavioral Therapy For Spondyloepiphyseal Dysplasia written by Edenilson Brandl and has been published by Edenilson Brandl this book supported file pdf, txt, epub, kindle and other format this book has been release on with Psychology categories.
Spondyloepiphyseal Dysplasia is a complex and life-altering condition, presenting not only significant physical challenges but also emotional and psychological hurdles that can deeply affect one's quality of life. As a genetic disorder primarily impacting bone growth and development, it often leads to chronic pain, physical limitations, and a range of associated health issues. However, the psychological toll of coping with a lifelong condition like Spondyloepiphyseal Dysplasia is often overlooked. This book aims to bridge that gap by providing a comprehensive guide to psychological support, focusing on the integration of Cognitive Behavioral Therapy (CBT) techniques to help individuals navigate the mental and emotional aspects of living with this condition. The journey of living with a genetic disorder can feel isolating and overwhelming. Patients are not only dealing with physical symptoms but also grappling with the psychological impact of their condition, from feelings of helplessness and frustration to anxiety and depression. The pressure to "stay positive" in the face of constant pain and uncertainty can become an additional burden, as can the fear of discrimination or the worry about passing the condition on to future generations. With so many emotional and cognitive challenges intertwined with the physical symptoms, there is a clear need for a structured, evidence-based approach to mental health support. In this book, we explore how Cognitive Behavioral Therapy—a proven, practical approach to mental health care—can be used to manage the psychological impact of Spondyloepiphyseal Dysplasia. CBT offers powerful tools for addressing distorted thoughts, managing stress, and cultivating resilience in the face of adversity. It helps individuals identify and change negative thought patterns, develop coping skills, and ultimately regain a sense of control over their lives. The first sections of this book provide a solid foundation in the biological and genetic aspects of Spondyloepiphyseal Dysplasia, as well as an introduction to the principles of CBT. From there, we delve into the practical application of CBT techniques, offering specific tools and strategies that patients, caregivers, and therapists can use to alleviate emotional distress and improve overall well-being. The chapters on pain management, which include detailed discussions of various pain sources related to the condition, aim to provide not only physical but also emotional relief through the use of CBT tools. Whether you are a patient, a family member, a healthcare provider, or a therapist, this book is designed to be a comprehensive resource. It guides you through the interconnected world of physical health, genetics, and psychological well-being, providing strategies that are both practical and compassionate. Spondyloepiphyseal Dysplasia presents unique challenges, but with the right tools and support, it is possible to lead a fulfilling and emotionally balanced life. It is my hope that this book serves as a beacon of understanding and empowerment, offering valuable insight into the ways we can address both the body and the mind on the path to healing and acceptance.
Psychological Support By Cognitive Behavioral Therapy For Angelman Syndrome
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Author : Edenilson Brandl
language : en
Publisher: Edenilson Brandl
Release Date :
Psychological Support By Cognitive Behavioral Therapy For Angelman Syndrome written by Edenilson Brandl and has been published by Edenilson Brandl this book supported file pdf, txt, epub, kindle and other format this book has been release on with Psychology categories.
The journey of understanding and supporting individuals with Angelman Syndrome is both profound and complex. This book, "Psychological Support by Cognitive Behavioral Therapy for Angelman Syndrome," aims to bridge the gap between the biological foundations of this unique genetic disorder and the psychological support necessary for individuals and their families to thrive. Angelman Syndrome is characterized by developmental delays, speech impairments, and distinctive behavioral traits, making it a challenge not only for those directly affected but also for their caregivers and loved ones. As our understanding of the genetic and neurological aspects of this condition expands, so too does the need for effective psychological interventions. This is where Cognitive Behavioral Therapy (CBT) plays a pivotal role. CBT is a well-established therapeutic approach that focuses on the interplay between thoughts, emotions, and behaviors. Its application to the unique challenges presented by Angelman Syndrome offers a pathway to enhance emotional regulation, improve coping strategies, and foster greater independence. This book delves into the principles of CBT, tailoring them to address the specific needs of individuals with Angelman Syndrome, while also considering the broader context of their familial and social environments. Throughout the chapters, we will explore various topics, including the biological underpinnings of Angelman Syndrome, the impact of trauma, and the intricacies of genetic and epigenetic influences. We will also delve into practical CBT tools and techniques that can empower individuals to navigate the complexities of their condition while promoting mental well-being. This book is intended for a diverse audience, including caregivers, healthcare professionals, educators, and individuals seeking to better understand the psychological aspects of living with Angelman Syndrome. It is our hope that the insights and strategies presented herein will serve as a valuable resource for fostering resilience, enhancing emotional health, and ultimately improving the quality of life for those affected by this condition. As we embark on this journey together, I invite you to explore the rich interplay between genetics, psychology, and therapeutic support, and to join me in advocating for a brighter future for individuals with Angelman Syndrome and their families.
Computational Epigenetics And Diseases
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Author :
language : en
Publisher: Academic Press
Release Date : 2019-02-06
Computational Epigenetics And Diseases written by and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-02-06 with Medical categories.
Computational Epigenetics and Diseases, written by leading scientists in this evolving field, provides a comprehensive and cutting-edge knowledge of computational epigenetics in human diseases. In particular, the major computational tools, databases, and strategies for computational epigenetics analysis, for example, DNA methylation, histone modifications, microRNA, noncoding RNA, and ceRNA, are summarized, in the context of human diseases. This book discusses bioinformatics methods for epigenetic analysis specifically applied to human conditions such as aging, atherosclerosis, diabetes mellitus, schizophrenia, bipolar disorder, Alzheimer disease, Parkinson disease, liver and autoimmune disorders, and reproductive and respiratory diseases. Additionally, different organ cancers, such as breast, lung, and colon, are discussed. This book is a valuable source for graduate students and researchers in genetics and bioinformatics, and several biomedical field members interested in applying computational epigenetics in their research. - Provides a comprehensive and cutting-edge knowledge of computational epigenetics in human diseases - Summarizes the major computational tools, databases, and strategies for computational epigenetics analysis, such as DNA methylation, histone modifications, microRNA, noncoding RNA, and ceRNA - Covers the major milestones and future directions of computational epigenetics in various kinds of human diseases such as aging, atherosclerosis, diabetes, heart disease, neurological disorders, cancers, blood disorders, liver diseases, reproductive diseases, respiratory diseases, autoimmune diseases, human imprinting disorders, and infectious diseases
Deep Learning In Genetics And Genomics
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Author : Khalid Raza
language : en
Publisher: Elsevier
Release Date : 2024-11-28
Deep Learning In Genetics And Genomics written by Khalid Raza and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-28 with Science categories.
Deep Learning in Genetics and Genomics vol. 1, Foundations and Applications, the intersection of deep learning and genetics opens up new avenues for advancing our understanding of the genetic code, gene regulation, and the broader genomics landscape. The book not only covers the most up-to-date advancements in the field of deep learning in genetics and genomics, but also a wide spectrum of (sub) topics including medical and clinical genetics, predictive medicine, transcriptomic, and gene expression studies. In 21 chapters Deep Learning in Genetics and Genomics vol. 1, Foundations and Applications describes how AI and DL have become increasingly useful in genetics and genomics research where both play a crucial role by accelerating research, improving the understanding of the human genome, and enabling personalized healthcare. From the fundamentals concepts and practical applications of deep learning algorithms to a wide range of challenging problems from genetics and genomics, Deep Learning in Genetics and Genomics vol. 1, Foundations and Applications creates a better knowledge of the biological and genetics mechanisms behind disease illnesses and improves the forecasting abilities using the different methodologies described. This title offers a unique resource for wider, deeper, and in-depth coverage of recent advancement in deep learning-based approaches in genetics and genomics, helping researchers process and interpret vast amounts of genetic data, identify patterns, and make discoveries that would be challenging or impossible using traditional methods. - Brings together fundamental concepts of genetics, genomics, and deep learning - Includes how to build background of solution methodologies and design of mathematical and logical algorithms - Delves into the intersection of deep learning and genetics, offering a comprehensive exploration of how deep learning techniques can be applied to various aspects of genomics