Towards Precision Medicine For Immune Mediated Disorders Advances In Using Big Data And Artificial Intelligence To Understand Heterogeneity In Inflammatory Responses
Towards Precision Medicine For Immune Mediated Disorders Advances In Using Big Data And Artificial Intelligence To Understand Heterogeneity In Inflammatory Responses Book in PDF, ePub and Kindle version is available to download in english. Read online anytime anywhere directly from your device. Click on the download button below to get a free pdf file of Towards Precision Medicine For Immune Mediated Disorders Advances In Using Big Data And Artificial Intelligence To Understand Heterogeneity In Inflammatory Responses book. This book definitely worth reading, it is an incredibly well-written.
Towards Precision Medicine for Immune-Mediated Disorders: Advances in Using Big Data and Artificial Intelligence to Understand Heterogeneity in Inflammatory Responses by Xu-jie Zhou,Lam Cheung Tsoi,Amanda S. MacLeod Pdf
Topic Editor Dr. MacLeod is employed by Janssen. All other Topic Editors declare no competing interests with regards to the Research Topic subject.
Precision Medicine and Artificial Intelligence by Michael Mahler Pdf
Precision Medicine and Artificial Intelligence: The Perfect Fit for Autoimmunity covers background on artificial intelligence (AI), its link to precision medicine (PM), and examples of AI in healthcare, especially autoimmunity. The book highlights future perspectives and potential directions as AI has gained significant attention during the past decade. Autoimmune diseases are complex and heterogeneous conditions, but exciting new developments and implementation tactics surrounding automated systems have enabled the generation of large datasets, making autoimmunity an ideal target for AI and precision medicine. More and more diagnostic products utilize AI, which is also starting to be supported by regulatory agencies such as the Food and Drug Administration (FDA). Knowledge generation by leveraging large datasets including demographic, environmental, clinical and biomarker data has the potential to not only impact the diagnosis of patients, but also disease prediction, prognosis and treatment options. Allows the readers to gain an overview on precision medicine for autoimmune diseases leveraging AI solutions Provides background, milestone and examples of precision medicine Outlines the paradigm shift towards precision medicine driven by value-based systems Discusses future applications of precision medicine research using AI Other aspects covered in the book include regulatory insights, data analytics and visualization, types of biomarkers as well as the role of the patient in precision medicine
Marc C. Hochberg,Ellen M Gravallese,Josef S. Smolen,Desiree van der Heijde,Michael E. Weinblatt,Michael H. Weisman
Author : Marc C. Hochberg,Ellen M Gravallese,Josef S. Smolen,Desiree van der Heijde,Michael E. Weinblatt,Michael H. Weisman Publisher : Elsevier Health Sciences Page : 2123 pages File Size : 50,5 Mb Release : 2022-07-29 Category : Medical ISBN : 9780702081347
Rheumatology E-Book by Marc C. Hochberg,Ellen M Gravallese,Josef S. Smolen,Desiree van der Heijde,Michael E. Weinblatt,Michael H. Weisman Pdf
Covering both the scientific basis of rheumatology and practical, clinical information for rheumatologists and trainees, Rheumatology, 8th Edition, remains a leading text in this fast-changing field. Dr. Marc Hochberg and his team of worldwide editors and authors keep you abreast of recent advances in the field— all in a user-friendly, accessible manner. Fully updated from cover to cover, this two-volume text is designed to meet the needs of all practicing and academic rheumatologists as well as arthritis-related health care professionals and scientists interested in rheumatic and musculoskeletal diseases. Covers the epidemiology, pathogenesis, clinical manifestations, therapeutic approach, and management of all major as well as rarely encountered rheumatic and musculoskeletal diseases. Discusses clinical examination, imaging principles, differential diagnosis, established and novel therapies, perioperative evaluation, pain management, basic science, and genetics of rheumatic and musculoskeletal diseases. Uses a consistent, logical, reader-friendly format with templated chapters, concise text, and large-scale, state-of-the-art illustrations for efficient visual reference. Contains new chapters covering pre-clinical disease and how to address these patients, common comorbidities in rheumatoid arthritis; emerging therapies for systemic sclerosis; immune mediated complications of checkpoint inhibitors; the epidemiology of COVID-19 and rheumatic and musculoskeletal diseases, emerging treatments for osteoarthritis, and big data analytics. Provides updates to key topics such as systems biology and its impact on our understanding of the pathogenesis of rheumatic and musculoskeletal diseases, the microbiome in rheumatic musculoskeletal diseases, how to manage chronic pain in the patient with a rheumatic disease, drugs and reproductive health, and emerging therapies for patients with RA, SLE, spondyloarthritis, inflammatory muscle disease, and vasculitis. Shares the knowledge and expertise of numerous new contributing authors, as well as new co-editor Dr. Désirée van der Heijde, who is an expert in psoriatic arthritis, spondyloarthritis, imaging, and clinical epidemiology. Provides access to concise videos depicting the use of ultrasound for diagnosis and treatment. Enhanced eBook version included with purchase. Your enhanced eBook allows you to access all of the text, figures, and references from the book on a variety of devices. If you encounter issues with your eBook please contact Elsevier eBook+ support via [email protected].
The Fourth Industrial Revolution by Klaus Schwab Pdf
World-renowned economist Klaus Schwab, Founder and Executive Chairman of the World Economic Forum, explains that we have an opportunity to shape the fourth industrial revolution, which will fundamentally alter how we live and work. Schwab argues that this revolution is different in scale, scope and complexity from any that have come before. Characterized by a range of new technologies that are fusing the physical, digital and biological worlds, the developments are affecting all disciplines, economies, industries and governments, and even challenging ideas about what it means to be human. Artificial intelligence is already all around us, from supercomputers, drones and virtual assistants to 3D printing, DNA sequencing, smart thermostats, wearable sensors and microchips smaller than a grain of sand. But this is just the beginning: nanomaterials 200 times stronger than steel and a million times thinner than a strand of hair and the first transplant of a 3D printed liver are already in development. Imagine “smart factories” in which global systems of manufacturing are coordinated virtually, or implantable mobile phones made of biosynthetic materials. The fourth industrial revolution, says Schwab, is more significant, and its ramifications more profound, than in any prior period of human history. He outlines the key technologies driving this revolution and discusses the major impacts expected on government, business, civil society and individuals. Schwab also offers bold ideas on how to harness these changes and shape a better future—one in which technology empowers people rather than replaces them; progress serves society rather than disrupts it; and in which innovators respect moral and ethical boundaries rather than cross them. We all have the opportunity to contribute to developing new frameworks that advance progress.
Causal Inference in Statistics by Judea Pearl,Madelyn Glymour,Nicholas P. Jewell Pdf
CAUSAL INFERENCE IN STATISTICS A Primer Causality is central to the understanding and use of data. Without an understanding of cause–effect relationships, we cannot use data to answer questions as basic as "Does this treatment harm or help patients?" But though hundreds of introductory texts are available on statistical methods of data analysis, until now, no beginner-level book has been written about the exploding arsenal of methods that can tease causal information from data. Causal Inference in Statistics fills that gap. Using simple examples and plain language, the book lays out how to define causal parameters; the assumptions necessary to estimate causal parameters in a variety of situations; how to express those assumptions mathematically; whether those assumptions have testable implications; how to predict the effects of interventions; and how to reason counterfactually. These are the foundational tools that any student of statistics needs to acquire in order to use statistical methods to answer causal questions of interest. This book is accessible to anyone with an interest in interpreting data, from undergraduates, professors, researchers, or to the interested layperson. Examples are drawn from a wide variety of fields, including medicine, public policy, and law; a brief introduction to probability and statistics is provided for the uninitiated; and each chapter comes with study questions to reinforce the readers understanding.
Author : Antonio Anzueto,Yvonne Heijdra,John R. Hurst Publisher : European Respiratory Society Page : 336 pages File Size : 51,7 Mb Release : 2015-09-01 Category : Medical ISBN : 9781849840644
Controversies in COPD by Antonio Anzueto,Yvonne Heijdra,John R. Hurst Pdf
Edited by Antonio Anzueto, Yvonne Heijdra and John R. Hurst COPD is one of the most common diseases worldwide and is projected to be the third leading cause of death by 2020. But that does not mean it is easy to understand or manage. In everyday practice, pulmonologists face areas of controversy in COPD, for which evidence-based medicine is often unavailable. This ERS Monograph considers where the current controversies in COPD lie, discussing areas such as screening, premature birth, asthma–COPD overlap syndrome, treatment, rehabilitation and palliative care. This book will be of great interest to both clinicians and scientists, and aims to stimulate further discussion about this diverse and fascinating disease. "...contains a vast amount of information on the disease, its prevalence, signs and symptoms, diagnositc tests and treatment options. The book's format makes it quick and simple to find out what you need to know, and its size would make it easy to take to work for use in practice [...] invaluable for anyone working with patients with the disease." Emma Vincent, Nursing Standard
Critical Issues in Head and Neck Oncology by Jan B. Vermorken,Volker Budach,C. René Leemans,Jean-Pascal Machiels,Piero Nicolai,Brian O'Sullivan Pdf
This is an open access book. With a wealth of exciting data emerging in this rapidly evolving field this book will review the state-of-the-art knowledge with emphasis on multidisciplinary decision and management of head and neck cancer. The book provides significant detail on a wide range of topics including: the role of new targets for treatment, immunotherapy, resistance mechanisms, standardizing molecular profiling programs, and new methods to guide therapeutic approaches. In addition different disease situations are addressed including different treatment approaches in primary disease and in recurrent and/or metastatic disease as well as new developments in pathology, surgery and reconstruction techniques, new systemic therapies in salivary gland cancer, and supportive care and follow-up. All disciplines involved in the treatment of head & neck cancer are covered with a focus on translation into daily practice. The 8th-THNO is designed for medical oncologists, head and neck surgeons, radiation oncologists, otolaryngologists, and other medical professionals involved in the treatment of patients with head and neck cancer.
National Academies of Sciences, Engineering, and Medicine,Health and Medicine Division,Board on Health Care Services,Board on Health Sciences Policy,Committee on Temporomandibular Disorders (TMDs): From Research Discoveries to Clinical Treatment
Author : National Academies of Sciences, Engineering, and Medicine,Health and Medicine Division,Board on Health Care Services,Board on Health Sciences Policy,Committee on Temporomandibular Disorders (TMDs): From Research Discoveries to Clinical Treatment Publisher : National Academies Press Page : 427 pages File Size : 55,8 Mb Release : 2020-07-01 Category : Medical ISBN : 9780309670487
Temporomandibular Disorders by National Academies of Sciences, Engineering, and Medicine,Health and Medicine Division,Board on Health Care Services,Board on Health Sciences Policy,Committee on Temporomandibular Disorders (TMDs): From Research Discoveries to Clinical Treatment Pdf
Temporomandibular disorders (TMDs), are a set of more than 30 health disorders associated with both the temporomandibular joints and the muscles and tissues of the jaw. TMDs have a range of causes and often co-occur with a number of overlapping medical conditions, including headaches, fibromyalgia, back pain and irritable bowel syndrome. TMDs can be transient or long-lasting and may be associated with problems that range from an occasional click of the jaw to severe chronic pain involving the entire orofacial region. Everyday activities, including eating and talking, are often difficult for people with TMDs, and many of them suffer with severe chronic pain due to this condition. Common social activities that most people take for granted, such as smiling, laughing, and kissing, can become unbearable. This dysfunction and pain, and its associated suffering, take a terrible toll on affected individuals, their families, and their friends. Individuals with TMDs often feel stigmatized and invalidated in their experiences by their family, friends, and, often, the health care community. Misjudgments and a failure to understand the nature and depths of TMDs can have severe consequences - more pain and more suffering - for individuals, their families and our society. Temporomandibular Disorders: Priorities for Research and Care calls on a number of stakeholders - across medicine, dentistry, and other fields - to improve the health and well-being of individuals with a TMD. This report addresses the current state of knowledge regarding TMD research, education and training, safety and efficacy of clinical treatments of TMDs, and burden and costs associated with TMDs. The recommendations of Temporomandibular Disorders focus on the actions that many organizations and agencies should take to improve TMD research and care and improve the overall health and well-being of individuals with a TMD.
Unraveling the Exposome by Sonia Dagnino,Anthony Macherone Pdf
This volume presents a comprehensive overview of the science and application of the Exposome through seventeen chapters from leaders in the field. At just over ten years since the term was coined by Christopher Wild in 2005, this is the first, field-defining volume to offer a holistic picture of the important and growing field of Exposomics. The term “Exposome” describes the sum of all exposures (not only chemical) that an individual can receive over a lifetime from both exogenous sources (environmental contaminants, food, lifestyle, drugs, air, etc.) and endogenous sources (metabolism, oxidative stress, lipid peroxidation, chemicals synthesized by the microbiome, etc.). The first section of this book contains chapters that discuss how the Exposome is defined and how the concept fits into the fields of public health and epidemiology. The second section provides an overview of techniques and methods to measure the human Exposome. The third section contains methods and applications for measuring the Exposome through external exposures. Section four provides an overview on statistical and computational techniques- including big data analysis - for characterizing the Exposome. Section five presents a global collection of case studies
Tumor Organoids by Shay Soker,Aleksander Skardal Pdf
Cancer cell biology research in general, and anti-cancer drug development specifically, still relies on standard cell culture techniques that place the cells in an unnatural environment. As a consequence, growing tumor cells in plastic dishes places a selective pressure that substantially alters their original molecular and phenotypic properties.The emerging field of regenerative medicine has developed bioengineered tissue platforms that can better mimic the structure and cellular heterogeneity of in vivo tissue, and are suitable for tumor bioengineering research. Microengineering technologies have resulted in advanced methods for creating and culturing 3-D human tissue. By encapsulating the respective cell type or combining several cell types to form tissues, these model organs can be viable for longer periods of time and are cultured to develop functional properties similar to native tissues. This approach recapitulates the dynamic role of cell–cell, cell–ECM, and mechanical interactions inside the tumor. Further incorporation of cells representative of the tumor stroma, such as endothelial cells (EC) and tumor fibroblasts, can mimic the in vivo tumor microenvironment. Collectively, bioengineered tumors create an important resource for the in vitro study of tumor growth in 3D including tumor biomechanics and the effects of anti-cancer drugs on 3D tumor tissue. These technologies have the potential to overcome current limitations to genetic and histological tumor classification and development of personalized therapies.
Author : Allan R. Brasier Publisher : Springer Science & Business Media Page : 353 pages File Size : 40,9 Mb Release : 2014-07-08 Category : Medical ISBN : 9781461486039
Asthma is a chronic relapsing airways disease that represents a major public health problem worldwide. Intermittent exacerbations are provoked by airway mucosal exposure to pro-inflammatory stimuli, with RNA viral infections or inhaled allergens representing the two most common precipitants. In this setting, inducible signaling pathways the airway mucosa play a central role in the initiation of airway inflammation through production of antimicrobial peptides (defensins), cytokines, chemokines and arachidonic acid metabolites that coordinate the complex processes of vascular permeability, cellular recruitment, mucous hyper-secretion, bronchial constriction and tissue remodeling. These signals also are responsible for leukocytic infiltration into the submucosa, T helper-lymphocyte skewing, and allergic sensitization. Currently, it is well appreciated that asthma is a heterogeneous in terms of onset, exacerbants, severity, and treatment response. Current asthma classification methods are largely descriptive and focus on a single aspect or dimension of the disease. An active area of investigation on how to collect, use and visualize multidimensional profiling in asthma. This book will overview multidimensional profiling strategies and visualization approaches for phenotyping asthma. As an outcome, this work will facilitate the understanding of disease etiology, prognosis and/or therapeutic intervention.
Genomic and Personalized Medicine, Second Edition — winner of a 2013 Highly Commended BMA Medical Book Award for Medicine — is a major discussion of the structure, history, and applications of the field, as it emerges from the campus and lab into clinical action. As with the first edition, leading experts review the development of the new science, the current opportunities for genome-based analysis in healthcare, and the potential of genomic medicine in future healthcare. The inclusion of the latest information on diagnostic testing, population screening, disease susceptability, and pharmacogenomics makes this work an ideal companion for the many stakeholders of genomic and personalized medicine. With advancing knowledge of the genome across and outside protein-coding regions of DNA, new comprehension of genomic variation and frequencies across populations, the elucidation of advanced strategic approaches to genomic study, and above all in the elaboration of next-generation sequencing, genomic medicine has begun to achieve the much-vaunted transformative health outcomes of the Human Genome Project, almost a decade after its official completion in April 2003. Highly Commended 2013 BMA Medical Book Award for Medicine More than 100 chapters, from leading researchers, review the many impacts of genomic discoveries in clinical action, including 63 chapters new to this edition Discusses state-of-the-art genome technologies, including population screening, novel diagnostics, and gene-based therapeutics Wide and inclusive discussion encompasses the formidable ethical, legal, regulatory and social challenges related to the evolving practice of genomic medicine Clearly and beautifully illustrated with 280 color figures, and many thousands of references for further reading and deeper analysis
Author : Bruce R. Korf,Mira B. Irons Publisher : John Wiley & Sons Page : 280 pages File Size : 49,7 Mb Release : 2012-11-19 Category : Medical ISBN : 9781118537664
Human Genetics and Genomics by Bruce R. Korf,Mira B. Irons Pdf
This fourth edition of the best-selling textbook, Human Genetics and Genomics, clearly explains the key principles needed by medical and health sciences students, from the basis of molecular genetics, to clinical applications used in the treatment of both rare and common conditions. A newly expanded Part 1, Basic Principles of Human Genetics, focuses on introducing the reader to key concepts such as Mendelian principles, DNA replication and gene expression. Part 2, Genetics and Genomics in Medical Practice, uses case scenarios to help you engage with current genetic practice. Now featuring full-color diagrams, Human Genetics and Genomics has been rigorously updated to reflect today’s genetics teaching, and includes updated discussion of genetic risk assessment, “single gene” disorders and therapeutics. Key learning features include: Clinical snapshots to help relate science to practice ‘Hot topics’ boxes that focus on the latest developments in testing, assessment and treatment ‘Ethical issues’ boxes to prompt further thought and discussion on the implications of genetic developments ‘Sources of information’ boxes to assist with the practicalities of clinical research and information provision Self-assessment review questions in each chapter Accompanied by the Wiley E-Text digital edition (included in the price of the book), Human Genetics and Genomics is also fully supported by a suite of online resources at www.korfgenetics.com, including: Factsheets on 100 genetic disorders, ideal for study and exam preparation Interactive Multiple Choice Questions (MCQs) with feedback on all answers Links to online resources for further study Figures from the book available as PowerPoint slides, ideal for teaching purposes The perfect companion to the genetics component of both problem-based learning and integrated medical courses, Human Genetics and Genomics presents the ideal balance between the bio-molecular basis of genetics and clinical cases, and provides an invaluable overview for anyone wishing to engage with this fast-moving discipline.
