Download or read book 9789814366496 written by Russ B Altman and published by World Scientific Publishing Company. This book was released on 2011-12-08 with total page 455 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Pacific Symposium on Biocomputing (PSB) 2012 is an international, multidisciplinary conference for the presentation and discussion of current research in the theory and application of computational methods in the problems of biological significance. Presentations are rigorously peer-reviewed and are published in an archival proceedings volume. PSB 2012 will be held on January 3 – 7, 2012 in Kohala Coast, Hawaii. Tutorials and workshops will be offered prior to the start of the conference. PSB 2012 will bring together top researchers from the US, the Asian Pacific nations, and countries around the world to exchange research results and address open issues in all aspects of computational biology. It is a forum for the presentation of work in databases, algorithms, interfaces, visualization, modeling, and other computational methods as applied to biological problems, with emphasis on the applications in the data-rich areas of molecular biology. The PSB has been designed to be responsive to the need for critical mass in sub-disciplines within biocomputing. For that reason, it is the only meeting whose sessions are defined dynamically each year in response to specific proposals. PSB sessions are organized by leaders of research in biocomputing's “hot topics.” In this way, the meeting provides an early forum for serious examination of emerging methods and approaches in this rapidly changing field.

Download or read book Biocomputing 2012 Proceedings Of The Pacific Symposium written by Teri E Klein and published by World Scientific. This book was released on 2011-12-08 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Pacific Symposium on Biocomputing (PSB) 2012 is an international, multidisciplinary conference for the presentation and discussion of current research in the theory and application of computational methods in the problems of biological significance. Presentations are rigorously peer-reviewed and are published in an archival proceedings volume. PSB 2012 will be held on January 3 - 7, 2012 in Kohala Coast, Hawaii. Tutorials and workshops will be offered prior to the start of the conference.PSB 2012 will bring together top researchers from the US, the Asian Pacific nations, and countries around the world to exchange research results and address open issues in all aspects of computational biology. It is a forum for the presentation of work in databases, algorithms, interfaces, visualization, modeling, and other computational methods as applied to biological problems, with emphasis on the applications in the data-rich areas of molecular biology.The PSB has been designed to be responsive to the need for critical mass in sub-disciplines within biocomputing. For that reason, it is the only meeting whose sessions are defined dynamically each year in response to specific proposals. PSB sessions are organized by leaders of research in biocomputing's “hot topics.” In this way, the meeting provides an early forum for serious examination of emerging methods and approaches in this rapidly changing field.

Download or read book Genomic Prediction of Complex Traits written by Nourollah Ahmadi and published by Springer Nature. This book was released on 2022-04-22 with total page 651 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Download or read book Neural Networks in Finance and Investing written by Robert R. Trippi and published by Irwin Professional Publishing. This book was released on 1996 with total page 872 pages. Available in PDF, EPUB and Kindle. Book excerpt: This completely updated version of the classic first edition offers a wealth of new material reflecting the latest developments in teh field. For investment professionals seeking to maximize this exciting new technology, this handbook is the definitive information source.

Download or read book PSYCHOLOGICAL SUPPORT BY COGNITIVE BEHAVIORAL THERAPY FOR SICKLE CELL DISEASE written by Edenilson Brandl and published by Edenilson Brandl. This book was released on with total page 981 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sickle Cell Disease (SCD) is a complex and multifaceted condition, not only in terms of its physical symptoms but also in the psychological and emotional toll it can take on those affected. Throughout my career and experiences with individuals navigating this illness, I have come to understand the profound impact that mental health has on managing chronic disease. This book, Psychological Support by Cognitive Behavioral Therapy for Sickle Cell Disease, is born from the desire to bridge the gap between medical treatment and psychological support for individuals living with SCD. Cognitive Behavioral Therapy (CBT) has long been recognized as an effective tool in managing psychological distress, particularly in chronic illness settings. By addressing the thoughts, feelings, and behaviors that arise from the experience of illness, CBT helps individuals reclaim a sense of control and empowerment in their daily lives. For those with Sickle Cell Disease, who often experience unpredictable episodes of pain, fatigue, and other physical symptoms, having a reliable psychological framework for managing these challenges is crucial. This book is designed to provide a comprehensive, accessible guide for individuals, caregivers, and mental health professionals. We explore the biological basis of SCD, alongside the genetic and hereditary aspects, to provide a solid understanding of the disease. But we also go beyond biology—delving into how trauma, mental health, and cognitive processes influence the overall experience of SCD. The tools of CBT are presented in a structured way, offering readers practical techniques to manage both the psychological and physical burdens of the disease. Additionally, we delve into various cognitive behavioral strategies that can be tailored to each individual’s needs, whether through personalized therapeutic approaches, pain management, or navigating the complexities of living with a genetic illness. The book also addresses specific challenges such as societal pressures, navigating medical bureaucracy, and the emotional impact on family dynamics. Ultimately, this book aims to provide hope and resilience, not only through scientific knowledge but also through practical strategies that foster mental and emotional strength. My hope is that, through the tools and approaches outlined here, individuals with Sickle Cell Disease will find support in their journey toward well-being.

Download or read book Computational Methods for Genetics of Complex Traits written by and published by Academic Press. This book was released on 2010-11-10 with total page 211 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Download or read book Data Analytics in Bioinformatics written by Rabinarayan Satpathy and published by John Wiley & Sons. This book was released on 2021-01-20 with total page 433 pages. Available in PDF, EPUB and Kindle. Book excerpt: Machine learning techniques are increasingly being used to address problems in computational biology and bioinformatics. Novel machine learning computational techniques to analyze high throughput data in the form of sequences, gene and protein expressions, pathways, and images are becoming vital for understanding diseases and future drug discovery. Machine learning techniques such as Markov models, support vector machines, neural networks, and graphical models have been successful in analyzing life science data because of their capabilities in handling randomness and uncertainty of data noise and in generalization. Machine Learning in Bioinformatics compiles recent approaches in machine learning methods and their applications in addressing contemporary problems in bioinformatics approximating classification and prediction of disease, feature selection, dimensionality reduction, gene selection and classification of microarray data and many more.

Download or read book Introduction to Modern Information Retrieval written by Gerard Salton and published by New York ; Montreal : McGraw-Hill. This book was released on 1983 with total page 470 pages. Available in PDF, EPUB and Kindle. Book excerpt: Examines Concepts, Functions & Processes of Information Retrieval Systems

Download or read book PSYCHOLOGICAL SUPPORT BY COGNITIVE BEHAVIORAL THERAPY FOR MITOCHONDRIAL DISEASES written by Edenilson Brandl and published by Edenilson Brandl. This book was released on with total page 1475 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mitochondrial diseases represent a complex group of genetic disorders that primarily affect the mitochondria, the energy-producing structures within our cells. These diseases can lead to a wide range of symptoms, impacting various organ systems and often presenting significant challenges for patients and their families. As our understanding of mitochondrial diseases grows, so does the recognition of the need for comprehensive care that encompasses not just medical interventions but also psychological support. This book aims to bridge the gap between the scientific understanding of mitochondrial diseases and the therapeutic benefits of Cognitive Behavioral Therapy (CBT). While medical treatments focus on managing symptoms and improving physiological function, psychological support is essential for helping patients navigate the emotional and mental health challenges that accompany chronic illness. Cognitive Behavioral Therapy has been shown to be effective in treating a variety of mental health conditions, including anxiety, depression, and stress, which can be particularly prevalent in those living with chronic diseases. This therapeutic approach empowers individuals by fostering self-awareness, developing coping strategies, and encouraging positive behavioral changes. By integrating CBT into the care of those affected by mitochondrial diseases, we can help improve not only their psychological well-being but also their overall quality of life. In the chapters that follow, we will explore a range of topics related to mitochondrial diseases, genetics, and the principles of CBT. We will discuss the biological underpinnings of mitochondrial dysfunction, the emotional impact of living with chronic illness, and the various CBT tools and techniques that can support mental health. Additionally, we will address practical strategies for managing pain, dealing with trauma, and navigating the often overwhelming journey of genetic conditions. This book is intended for patients, families, healthcare providers, and anyone interested in understanding the interplay between mitochondrial diseases and psychological well-being. It is my hope that the information and strategies presented here will offer guidance, comfort, and encouragement to those affected by these complex disorders. Together, we can foster a more holistic approach to care that recognizes the importance of mental health alongside physical health. Welcome to this journey of understanding, healing, and empowerment.

Download or read book Biocomputing 2023 Proceedings Of The Pacific Symposium written by Russ B Altman and published by World Scientific. This book was released on 2022-11-24 with total page 572 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Pacific Symposium on Biocomputing (PSB) 2023 is an international, multidisciplinary conference for the presentation and discussion of current research in the theory and application of computational methods in problems of biological significance. Presentations are rigorously peer reviewed and are published in an archival proceedings volume. PSB 2023 will be held on January 3-7, 2023 in Kohala Coast, Hawaii. Tutorials and workshops will be offered prior to the start of the conference.PSB 2023 will bring together top researchers from the US, the Asian Pacific nations, and around the world to exchange research results and address open issues in all aspects of computational biology. It is a forum for the presentation of work in databases, algorithms, interfaces, visualization, modeling, and other computational methods, as applied to biological problems, with emphasis on applications in data-rich areas of molecular biology.The PSB has been designed to be responsive to the need for critical mass in sub-disciplines within biocomputing. For that reason, it is the only meeting whose sessions are defined dynamically each year in response to specific proposals. PSB sessions are organized by leaders of research in biocomputing's 'hot topics.' In this way, the meeting provides an early forum for serious examination of emerging methods and approaches in this rapidly changing field.

Download or read book Future of AI in Biomedicine and Biotechnology written by Khade, Shankar Mukundrao and published by IGI Global. This book was released on 2024-05-30 with total page 376 pages. Available in PDF, EPUB and Kindle. Book excerpt: The healthcare industry is grappling with numerous challenges, including rising costs, inefficiencies in service delivery, and the need for personalized treatment approaches. Traditional healthcare management and delivery methods must be improved in addressing these issues, leading to a growing demand for innovative solutions. Additionally, the exponential growth of medical data and the complexity of biomedical research and biotechnology presents a daunting challenge in harnessing this data effectively for improved patient care and medical advancements. There is a pressing need for a comprehensive understanding of how artificial intelligence (AI) can be leveraged to tackle these challenges and drive meaningful change in the healthcare sector. Future of AI in Biomedicine and Biotechnology offers a timely and insightful solution to the challenges faced by the healthcare industry. This book is not just a theoretical exploration; it is a practical roadmap for healthcare professionals, researchers, policymakers, and entrepreneurs seeking to navigate the complexities of AI in healthcare. By exploring the intersection of AI with biomedical sciences and biotechnology, this book provides a comprehensive guide to harnessing the power of AI for transformative healthcare innovation.

Download or read book Multivariate Statistical Machine Learning Methods for Genomic Prediction written by Osval Antonio Montesinos López and published by Springer Nature. This book was released on 2022-02-14 with total page 707 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is open access under a CC BY 4.0 license This open access book brings together the latest genome base prediction models currently being used by statisticians, breeders and data scientists. It provides an accessible way to understand the theory behind each statistical learning tool, the required pre-processing, the basics of model building, how to train statistical learning methods, the basic R scripts needed to implement each statistical learning tool, and the output of each tool. To do so, for each tool the book provides background theory, some elements of the R statistical software for its implementation, the conceptual underpinnings, and at least two illustrative examples with data from real-world genomic selection experiments. Lastly, worked-out examples help readers check their own comprehension.The book will greatly appeal to readers in plant (and animal) breeding, geneticists and statisticians, as it provides in a very accessible way the necessary theory, the appropriate R code, and illustrative examples for a complete understanding of each statistical learning tool. In addition, it weighs the advantages and disadvantages of each tool.

Download or read book Computational Methods for Understanding Complexity The Use of Formal Methods in Biology written by David A. Rosenblueth, and published by Frontiers Media SA. This book was released on 2016-11-21 with total page 115 pages. Available in PDF, EPUB and Kindle. Book excerpt: The complexity of living organisms surpasses our unaided habilities of analysis. Hence, computational and mathematical methods are necessary for increasing our understanding of biological systems. At the same time, there has been a phenomenal recent progress allowing the application of novel formal methods to new domains. This progress has spurred a conspicuous optimism in computational biology. This optimism, in turn, has promoted a rapid increase in collaboration between specialists of biology with specialists of computer science. Through sheer complexity, however, many important biological problems are at present intractable, and it is not clear whether we will ever be able to solve such problems. We are in the process of learning what kind of model and what kind of analysis and synthesis techniques to use for a particular problem. Some existing formalisms have been readily used in biological problems, others have been adapted to biological needs, and still others have been especially developed for biological systems. This Research Topic has examples of cases (1) employing existing methods, (2) adapting methods to biology, and (3) developing new methods. We can also see discrete and Boolean models, and the use of both simulators and model checkers. Synthesis is exemplified by manual and by machine-learning methods. We hope that the articles collected in this Research Topic will stimulate new research.

Download or read book Contemporary Research in Bioinformatics written by Sudheer Menon and published by Pencil. This book was released on 2023-10-10 with total page 125 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Contemporary Research in Bioinformatics" is a comprehensive exploration of the dynamic field that lies at the intersection of biology, data science, and computation. This book serves as a roadmap for readers to navigate the evolving landscapes of genomics, transcriptomics, proteomics, structural biology, machine learning, and more. In an age where the deluge of biological data presents both opportunities and challenges, bioinformatics emerges as the guiding light that empowers us to decipher the complexities of life. This book is designed to cater to a diverse audience, including researchers, students, educators, and professionals seeking to gain a deeper understanding of bioinformatics and its pivotal role in shaping modern biology and healthcare.

Download or read book Learning Scikit Learn written by Raul Garreta and published by Packt Pub Limited. This book was released on 2013-11 with total page 118 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book adopts a tutorial-based approach to introduce the user to Scikit-learn.If you are a programmer who wants to explore machine learning and data-based methods to build intelligent applications and enhance your programming skills, this the book for you. No previous experience with machine-learning algorithms is required.

Download or read book Deep Learning Innovations and Their Convergence With Big Data written by Karthik, S. and published by IGI Global. This book was released on 2017-07-13 with total page 287 pages. Available in PDF, EPUB and Kindle. Book excerpt: The expansion of digital data has transformed various sectors of business such as healthcare, industrial manufacturing, and transportation. A new way of solving business problems has emerged through the use of machine learning techniques in conjunction with big data analytics. Deep Learning Innovations and Their Convergence With Big Data is a pivotal reference for the latest scholarly research on upcoming trends in data analytics and potential technologies that will facilitate insight in various domains of science, industry, business, and consumer applications. Featuring extensive coverage on a broad range of topics and perspectives such as deep neural network, domain adaptation modeling, and threat detection, this book is ideally designed for researchers, professionals, and students seeking current research on the latest trends in the field of deep learning techniques in big data analytics.

Download or read book PSYCHOLOGICAL SUPPORT BY COGNITIVE BEHAVIORAL THERAPY FOR LYSOSOMAL STORAGE DISORDERS written by Edenilson Brandl and published by Edenilson Brandl. This book was released on with total page 1269 pages. Available in PDF, EPUB and Kindle. Book excerpt: The complex and multifaceted experience of living with lysosomal storage disorders (LSDs) demands not only a deep understanding of the medical and genetic aspects but also a comprehensive approach to psychological support. This book, Psychological Support by Cognitive Behavioral Therapy for Lysosomal Storage Disorders, aims to bridge these two domains—medical science and psychological resilience—to provide individuals affected by LSDs and their support systems with tools and techniques rooted in Cognitive Behavioral Therapy (CBT). Lysosomal storage disorders are a group of rare, inherited diseases marked by an inability to break down certain complex molecules due to deficiencies in lysosomal enzymes. These disorders can impact numerous aspects of physical health, from joint pain to cognitive challenges, leading to a broad spectrum of life adjustments. For those navigating these conditions, both the emotional weight of the diagnosis and the lifelong management demands can be overwhelming. By addressing these challenges with structured psychological support, individuals may find improved ways to cope, adapt, and thrive despite the physical and emotional tolls. CBT, a well-established and evidence-based therapy, is designed to help individuals recognize and reframe negative thought patterns, develop healthier behaviors, and foster resilience. In the context of LSDs, CBT can be particularly valuable in managing feelings of trauma, grief, and identity challenges, as well as chronic pain and other physical symptoms. This book not only introduces CBT principles and techniques but also tailors these approaches to the specific needs of individuals affected by LSDs, providing actionable tools for improving mental health and overall quality of life. In addition to the CBT framework, this book includes foundational insights into genetics, epigenetics, and the biology behind LSDs. These topics serve as essential knowledge for both individuals with LSDs and those around them, fostering a greater understanding of the genetic journey and the implications of these conditions. By connecting this biological foundation to the emotional experience, we seek to create a holistic resource that supports readers' personal journeys with insight and compassion. We hope this book serves as a supportive guide for patients, families, and healthcare professionals alike, offering an integrative approach to managing lysosomal storage disorders through the power of psychological resilience.