Download or read book Novel Risk Predicting System for Heart Failure written by Chen Liu and published by Frontiers Media SA. This book was released on 2022-07-05 with total page 150 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Clinical Trials in Cardiology written by Bertram Pitt and published by Bailliere Tindall Limited. This book was released on 1997 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text, aimed at the clinical cardiologist, covers the planning of and partcipation in a clinical trial. It interprets the importance of past clinical trials in current clinical practice.

Download or read book Clinical Prediction Models written by Ewout W. Steyerberg and published by Springer. This book was released on 2019-07-22 with total page 574 pages. Available in PDF, EPUB and Kindle. Book excerpt: The second edition of this volume provides insight and practical illustrations on how modern statistical concepts and regression methods can be applied in medical prediction problems, including diagnostic and prognostic outcomes. Many advances have been made in statistical approaches towards outcome prediction, but a sensible strategy is needed for model development, validation, and updating, such that prediction models can better support medical practice. There is an increasing need for personalized evidence-based medicine that uses an individualized approach to medical decision-making. In this Big Data era, there is expanded access to large volumes of routinely collected data and an increased number of applications for prediction models, such as targeted early detection of disease and individualized approaches to diagnostic testing and treatment. Clinical Prediction Models presents a practical checklist that needs to be considered for development of a valid prediction model. Steps include preliminary considerations such as dealing with missing values; coding of predictors; selection of main effects and interactions for a multivariable model; estimation of model parameters with shrinkage methods and incorporation of external data; evaluation of performance and usefulness; internal validation; and presentation formatting. The text also addresses common issues that make prediction models suboptimal, such as small sample sizes, exaggerated claims, and poor generalizability. The text is primarily intended for clinical epidemiologists and biostatisticians. Including many case studies and publicly available R code and data sets, the book is also appropriate as a textbook for a graduate course on predictive modeling in diagnosis and prognosis. While practical in nature, the book also provides a philosophical perspective on data analysis in medicine that goes beyond predictive modeling. Updates to this new and expanded edition include: • A discussion of Big Data and its implications for the design of prediction models • Machine learning issues • More simulations with missing ‘y’ values • Extended discussion on between-cohort heterogeneity • Description of ShinyApp • Updated LASSO illustration • New case studies

Download or read book Tracking Medicine written by John E. Wennberg and published by Oxford University Press. This book was released on 2010-08-26 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written by a groundbreaking figure of modern medical study, Tracking Medicine is an eye-opening introduction to the science of health care delivery, as well as a powerful argument for its relevance in shaping the future of our country. An indispensable resource for those involved in public health and health policy, this book uses Dr. Wennberg's pioneering research to provide a framework for understanding the health care crisis; and outlines a roadmap for real change in the future. It is also a useful tool for anyone interested in understanding and forming their own opinion on the current debate.

Download or read book Acute Heart Failure written by Alexandre Mebazaa and published by Springer Science & Business Media. This book was released on 2009-12-24 with total page 922 pages. Available in PDF, EPUB and Kindle. Book excerpt: For many years, there has been a great deal of work done on chronic congestive heart failure while acute heart failure has been considered a difficult to handle and hopeless syndrome. However, in recent years acute heart failure has become a growing area of study and this is the first book to cover extensively the diagnosis and management of this complex condition. The book reflects the considerable amounts of new data reported and many new concepts which have been proposed in the last 3-4 years looking at the epidemiology, diagnostic and treatment of acute heart failure.

Download or read book Green Buildings and Sustainable Engineering written by Harald Drück and published by Springer Nature. This book was released on 2020-02-05 with total page 514 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book comprises the proceedings of the International Conference on Green Buildings and Sustainable Engineering (GBSE 2019), which focused on the theme “Ecotechnological and Digital Solutions for Smart Cities”. The papers included address all aspects of green buildings and sustainability practices in civil engineering, and focus on ways and means of reducing pollution and degradation of the environment through efficient usage of energy and water. The book will prove a valuable reference resource for researchers, practitioners, and policy makers.

Download or read book Handbook of Research on Disease Prediction Through Data Analytics and Machine Learning written by Rani, Geeta and published by IGI Global. This book was released on 2020-10-16 with total page 586 pages. Available in PDF, EPUB and Kindle. Book excerpt: By applying data analytics techniques and machine learning algorithms to predict disease, medical practitioners can more accurately diagnose and treat patients. However, researchers face problems in identifying suitable algorithms for pre-processing, transformations, and the integration of clinical data in a single module, as well as seeking different ways to build and evaluate models. The Handbook of Research on Disease Prediction Through Data Analytics and Machine Learning is a pivotal reference source that explores the application of algorithms to making disease predictions through the identification of symptoms and information retrieval from images such as MRIs, ECGs, EEGs, etc. Highlighting a wide range of topics including clinical decision support systems, biomedical image analysis, and prediction models, this book is ideally designed for clinicians, physicians, programmers, computer engineers, IT specialists, data analysts, hospital administrators, researchers, academicians, and graduate and post-graduate students.

Download or read book Clinical Guide to Cardiac Autonomic Tests written by M. Malik and published by Springer Science & Business Media. This book was released on 1998-09-30 with total page 450 pages. Available in PDF, EPUB and Kindle. Book excerpt: A practical guide for researchers and physicians interested in autonomic investigations of the heart. Part I deals with the physiology of the cardiac autonomic system that creates the background of particular tests, and explains pathophysiology of cardiac autonomic disorders. Part II describes specific autonomic tests and investigations. Part III summarizes the value of autonomic testing in clinical practice and describes conditions which might alter the results of autonomic investigations, such as ageing, concomitant therapy, and recreational drugs. Annotation copyrighted by Book News, Inc., Portland, OR

Download or read book Clinical Psychology and Heart Disease written by E. Molinari and published by Springer Science & Business Media. This book was released on 2006-07-20 with total page 544 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides a comprehensive overview of epidemiologic, experimental, and clinical data evidencing the emergence of cardiac psychology as a specialty. It offers a thorough and up-to-date review of the scientific research supporting the relationship between cardiac disease and psychological condition, practical suggestions for developing a clinical practice and directions for future research in this new field of "cardiac psychology". The first part provides an overview of the psychological risk factors for cardiac disease. Emphasis is placed on physiological basis of mind-heart link, depression and anxiety, personality and relational aspects, and on advanced statistical tools for the study of personalities at risk. The second part offers a systematic overview of literature on psychological treatments in cardiac rehabilitation.

Download or read book A Nationwide Framework for Surveillance of Cardiovascular and Chronic Lung Diseases written by Institute of Medicine and published by National Academies Press. This book was released on 2011-08-26 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: Chronic diseases are common and costly, yet they are also among the most preventable health problems. Comprehensive and accurate disease surveillance systems are needed to implement successful efforts which will reduce the burden of chronic diseases on the U.S. population. A number of sources of surveillance data-including population surveys, cohort studies, disease registries, administrative health data, and vital statistics-contribute critical information about chronic disease. But no central surveillance system provides the information needed to analyze how chronic disease impacts the U.S. population, to identify public health priorities, or to track the progress of preventive efforts. A Nationwide Framework for Surveillance of Cardiovascular and Chronic Lung Diseases outlines a conceptual framework for building a national chronic disease surveillance system focused primarily on cardiovascular and chronic lung diseases. This system should be capable of providing data on disparities in incidence and prevalence of the diseases by race, ethnicity, socioeconomic status, and geographic region, along with data on disease risk factors, clinical care delivery, and functional health outcomes. This coordinated surveillance system is needed to integrate and expand existing information across the multiple levels of decision making in order to generate actionable, timely knowledge for a range of stakeholders at the local, state or regional, and national levels. The recommendations presented in A Nationwide Framework for Surveillance of Cardiovascular and Chronic Lung Diseases focus on data collection, resource allocation, monitoring activities, and implementation. The report also recommends that systems evolve along with new knowledge about emerging risk factors, advancing technologies, and new understanding of the basis for disease. This report will inform decision-making among federal health agencies, especially the Department of Health and Human Services; public health and clinical practitioners; non-governmental organizations; and policy makers, among others.

Download or read book Predicting Heart Failure written by Kishor Kumar Sadasivuni and published by John Wiley & Sons. This book was released on 2022-04-05 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: PREDICTING HEART FAILURE Predicting Heart Failure: Invasive, Non-Invasive, Machine Learning and Artificial Intelligence Based Methods focuses on the mechanics and symptoms of heart failure and various approaches, including conventional and modern techniques to diagnose it. This book also provides a comprehensive but concise guide to all modern cardiological practice, emphasizing practical clinical management in many different contexts. Predicting Heart Failure supplies readers with trustworthy insights into all aspects of heart failure, including essential background information on clinical practice guidelines, in-depth, peer-reviewed articles, and broad coverage of this fast-moving field. Readers will also find: Discussion of the main characteristics of cardiovascular biosensors, along with their open issues for development and application Summary of the difficulties of wireless sensor communication and power transfer, and the utility of artificial intelligence in cardiology Coverage of data mining classification techniques, applied machine learning and advanced methods for estimating HF severity and diagnosing and predicting heart failure Discussion of the risks and issues associated with the remote monitoring system Assessment of the potential applications and future of implantable and wearable devices in heart failure prediction and detection Artificial intelligence in mobile monitoring technologies to provide clinicians with improved treatment options, ultimately easing access to healthcare by all patient populations. Providing the latest research data for the diagnosis and treatment of heart failure, Predicting Heart Failure: Invasive, Non-Invasive, Machine Learning and Artificial Intelligence Based Methods is an excellent resource for nurses, nurse practitioners, physician assistants, medical students, and general practitioners to gain a better understanding of bedside cardiology.

Download or read book Medical Risk Prediction Models written by Thomas A. Gerds and published by CRC Press. This book was released on 2021-02-01 with total page 249 pages. Available in PDF, EPUB and Kindle. Book excerpt: Medical Risk Prediction Models: With Ties to Machine Learning is a hands-on book for clinicians, epidemiologists, and professional statisticians who need to make or evaluate a statistical prediction model based on data. The subject of the book is the patient’s individualized probability of a medical event within a given time horizon. Gerds and Kattan describe the mathematical details of making and evaluating a statistical prediction model in a highly pedagogical manner while avoiding mathematical notation. Read this book when you are in doubt about whether a Cox regression model predicts better than a random survival forest. Features: All you need to know to correctly make an online risk calculator from scratch Discrimination, calibration, and predictive performance with censored data and competing risks R-code and illustrative examples Interpretation of prediction performance via benchmarks Comparison and combination of rival modeling strategies via cross-validation Thomas A. Gerds is a professor at the Biostatistics Unit at the University of Copenhagen and is affiliated with the Danish Heart Foundation. He is the author of several R-packages on CRAN and has taught statistics courses to non-statisticians for many years. Michael W. Kattan is a highly cited author and Chair of the Department of Quantitative Health Sciences at Cleveland Clinic. He is a Fellow of the American Statistical Association and has received two awards from the Society for Medical Decision Making: the Eugene L. Saenger Award for Distinguished Service, and the John M. Eisenberg Award for Practical Application of Medical Decision-Making Research.

Download or read book Preventive Cardiology A Companion to Braunwald s Heart Disease E Book written by Roger Blumenthal and published by Elsevier Health Sciences. This book was released on 2011-02-28 with total page 631 pages. Available in PDF, EPUB and Kindle. Book excerpt: Endorsed by the American Society for Preventive Cardiology! Preventive Cardiology - a new Companion to Braunwald's Heart Disease - addresses the prevention and risk stratification of cardiovascular disease so that you can delay the onset of disease and moderate the effects and complications. Drs. Roger Blumenthal, JoAnne Foody, and Nathan Wong discuss the full range of relevant considerations, including the epidemiology of heart disease, risk assessment, risk factors, multiple risk factor-based prevention strategies, and developments in genetics and personalized medicine. - Recognize the factors for prevention and risk stratification around cardiovascular disease and effectively delay the onset of disease and moderate the effects and complications, even for individual who are genetically predisposed. - Effectively navigate full range of considerations in prevention from epidemiology of heart disease, biology of atherosclerosis and myocardial infraction, risk assessment—established risk factors and emerging risk factors, multiple risk factor-based prevention strategies, and future directions—through genetics, personalized medicine, and much more. - Tap into the expertise of prominent leaders in cardiovascular disease prevention with guidance from Drs. Roger Blumenthal—longtime director of the Framingham Heart Study—JoAnne Foody, and Nathan Wong. - Gain a deeper understanding of the pathogenesis of disease and the rationale for management through discussions of basic science. - Apply current clinical practice guidelines to ensure optimal outcomes in both primary and secondary prevention.

Download or read book Amiloid Cardiomyopathies Clinical Diagnostic and Therapeutic Aspects An Issue of Heart Failure Clinics E Book written by Giuseppe Limongelli and published by Elsevier Health Sciences. This book was released on 2024-06-07 with total page 121 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this issue of Heart Failure Clinics, guest editors Drs. Giuseppe Limongelli, Michele Emdin, Marco Merlo, and Claudio Rapezzi bring their considerable expertise to the topic of Amyloid Cardiomyopathies: Clinical, Diagnostic and Therapeutic Aspects. Top experts in the field discuss the role of clinical use of biomarkers in cardiac amyloidosis; cardiac magnetic resonance in the management of cardiac amyloidosis; bone scintigraphy: strength points and pitfalls in the diagnosis of ATTR-cardiac amyloidosis; PET and cardiac amyloidosis; endomyocardial biopsy in the diagnosis of cardiac amyloidosis; and much more. - Contains 17 relevant, practice-oriented topics including the changing epidemiology of cardiac amyloidosis; arrhythmic stratification of cardiac amyloidosis: state of the art; specific therapy in ATTR-related cardiomyopathy: future perspectives beyond tafamidis; and more. - Provides in-depth clinical reviews on amyloid cardiomyopathies, offering actionable insights for clinical practice. - Presents the latest information on this timely, focused topic under the leadership of experienced editors in the field. Authors synthesize and distill the latest research and practice guidelines to create clinically significant, topic-based reviews.

Download or read book Proceedings of the 2nd International Conference on Computational and Bio Engineering written by S. Jyothi and published by Springer Nature. This book was released on 2021-09-27 with total page 774 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the peer-reviewed proceedings of the 2nd International Conference on Computational and Bioengineering (CBE 2020) jointly organized in virtual mode by the Department of Computer Science and the Department of BioScience & Sericulture, Sri Padmavati Mahila Visvavidyalayam (Women's University), Tirupati, Andhra Pradesh, India, during 4–5 December 2020. The book includes the latest research on advanced computational methodologies such as artificial intelligence, data mining and data warehousing, cloud computing, computational intelligence, soft computing, image processing, Internet of things, cognitive computing, wireless networks, social networks, big data analytics, machine learning, network security, computer networks and communications, bioinformatics, biocomputing/biometrics, computational biology, biomaterials, bioengineering, and medical and biomedical informatics.

Download or read book Valvular Heart Disease A Companion to Braunwald s Heart Disease E Book written by Robert O. Bonow and published by Elsevier Health Sciences. This book was released on 2020-06-10 with total page 637 pages. Available in PDF, EPUB and Kindle. Book excerpt: Covering the full range of diagnosis and treatment for valvular heart disease, this award-winning reference provides the information you need for safe and effective practice. Part of the Brauwald's family of heart disease references, Valvular Heart Disease, 5th Edition, brings you fully up to date with the latest procedures, imaging modalities, basic science, diagnostic criteria, and treatment guidelines in this fast-changing area. Internationally renowned authors Dr. Catherine M. Otto and Dr. Robert O. Bonow help you apply today's best, evidence-based medical and surgical approaches in your daily practice. - Covers current topics such as transcatheter aortic valve replacement (TAVR), timing of intervention for mitral regurgitation, imaging guidance of transcatheter valve procedures, management of prosthetic valve, advanced imaging of the aortic and mitral valves, management of valve disease in pregnant women, and advances in diagnosis and treatment of endocarditis. - Contains new chapters on the imaging approach before TAVR, transcatheter valve-in-valve implantation for prosthetic valve stenosis, and management of pulmonic valve disease. - Provides summaries of ACC, AHA, and ESC guidelines for guidance on best practices. - Includes all the latest imaging modalities for a full understanding of tools needed for the most accurate physiologic understanding and accurate diagnoses. - Offers access to 80 videos that help you visualize heart valve anatomy and dysfunction, as well as important techniques and procedures. - Features an extensive number of new and updated illustrations of anatomy and physiology, methodology, flow charts, and clinical examples—750 high-quality images in all. - Reorganizes chapters to closely link imaging and interventional approaches for aortic and mitral valve disease. - Emphasizes evidence-based approaches with outcome data and relevant references. - 2014 BMA Medical Book Awards 1st Prize Award Winner in Cardiology category.

Download or read book Braunwald s Heart Disease E Book written by Douglas L. Mann and published by Elsevier Health Sciences. This book was released on 2014-07-30 with total page 2376 pages. Available in PDF, EPUB and Kindle. Book excerpt: Ideal for cardiologists who need to keep abreast of rapidly changing scientific foundations, clinical research results, and evidence-based medicine, Braunwald’s Heart Disease is your indispensable source for definitive, state-of-the-art answers on every aspect of contemporary cardiology, helping you apply the most recent knowledge in personalized medicine, imaging techniques, pharmacology, interventional cardiology, electrophysiology, and much more! Practice with confidence and overcome your toughest challenges with advice from the top minds in cardiology today, who synthesize the entire state of current knowledge and summarize all of the most recent ACC/AHA practice guidelines. Locate the answers you need fast thanks to a user-friendly, full-color design with more than 1,200 color illustrations. Learn from leading international experts, including 53 new authors. Explore brand-new chapters, such as Principles of Cardiovascular Genetics and Biomarkers, Proteomics, Metabolomics, and Personalized Medicine. Access new and updated guidelines covering Diseases of the Aorta, Peripheral Artery Diseases, Diabetes and the Cardiovascular System, Heart Failure, and Valvular Heart Disease. Stay abreast of the latest diagnostic and imaging techniques and modalities, such as three-dimensional echocardiography, speckle tracking, tissue Doppler, computed tomography, and cardiac magnetic resonance imaging. Consult this title on your favorite e-reader, conduct rapid searches, and adjust font sizes for optimal readability.