Novel Risk Predicting System For Heart Failure PDF Download
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Author | : Chen Liu |
Publisher | : Frontiers Media SA |
Total Pages | : 150 |
Release | : 2022-07-05 |
Genre | : Medical |
ISBN | : 2889765121 |
Download Novel Risk Predicting System for Heart Failure Book in PDF, ePub and Kindle
Author | : Kishor Kumar Sadasivuni |
Publisher | : John Wiley & Sons |
Total Pages | : 356 |
Release | : 2022-04-04 |
Genre | : Medical |
ISBN | : 1119813018 |
Download Predicting Heart Failure Book in PDF, ePub and Kindle
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.
Author | : John E. Wennberg |
Publisher | : Oxford University Press |
Total Pages | : 341 |
Release | : 2010-08-26 |
Genre | : Medical |
ISBN | : 0199830851 |
Download Tracking Medicine Book in PDF, ePub and Kindle
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.
Author | : K. Aravinthan |
Publisher | : Ary Publisher |
Total Pages | : 0 |
Release | : 2023-03-25 |
Genre | : |
ISBN | : 9783895366000 |
Download A Novel Cluster And Rank Based Method For Prediction Of Heart Diseases Book in PDF, ePub and Kindle
Heart disease is a leading cause of death worldwide, and early prediction is crucial for effective prevention and management. A novel cluster and rank-based method for prediction of heart disease involves using machine learning algorithms to cluster patients based on similar risk factors and rank them based on their likelihood of developing cardiovascular disease. This method utilizes feature selection techniques to identify the most important risk factors and uses a classification model to predict the risk of heart disease based on these factors. The accuracy of the model is evaluated using metrics such as sensitivity, specificity, and AUC. This approach has several advantages, including improved accuracy in predicting heart disease risk, the ability to identify subgroups of patients with similar risk profiles, and the potential to integrate data from electronic health records and other sources.
Author | : Bertram Pitt |
Publisher | : Bailliere Tindall Limited |
Total Pages | : 408 |
Release | : 1997 |
Genre | : Medical |
ISBN | : |
Download Clinical Trials in Cardiology Book in PDF, ePub and Kindle
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.
Author | : Alexandre Mebazaa |
Publisher | : Springer Science & Business Media |
Total Pages | : 922 |
Release | : 2009-12-24 |
Genre | : Medical |
ISBN | : 1846287820 |
Download Acute Heart Failure Book in PDF, ePub and Kindle
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.
Author | : A. J. Morley-Davies |
Publisher | : |
Total Pages | : |
Release | : 2000 |
Genre | : |
ISBN | : |
Download Predicting Death in Chronic Heart Failure Book in PDF, ePub and Kindle
Author | : Jeffrey Shi Kai Chan |
Publisher | : Frontiers Media SA |
Total Pages | : 155 |
Release | : 2023-02-07 |
Genre | : Medical |
ISBN | : 283251376X |
Download Novel phenotyping and risk stratification strategies for heart failure Book in PDF, ePub and Kindle
Author | : Vinicius Tragante |
Publisher | : Frontiers Media SA |
Total Pages | : 139 |
Release | : 2022-06-03 |
Genre | : Medical |
ISBN | : 2889763226 |
Download Improving Early Detection and Risk Prediction in Heart Failure Book in PDF, ePub and Kindle
Author | : G. Purusothaman |
Publisher | : Ary Publisher |
Total Pages | : 0 |
Release | : 2023-03-25 |
Genre | : |
ISBN | : 9782822194372 |
Download A Reliable and Accurate Heart Disease Prediction System Book in PDF, ePub and Kindle
A reliable and accurate heart disease prediction system uses machine learning algorithms to predict the likelihood of heart disease based on a set of risk factors. This system utilizes decision tree, Naive Bayes, random forest, and support vector machine algorithms to analyze patient data and identify patterns that are indicative of cardiovascular disease. Feature selection techniques are used to identify the most important risk factors, which may include age, gender, family history, blood pressure, cholesterol levels, smoking, and diabetes. The accuracy of the model is evaluated using metrics such as sensitivity, specificity, and AUC. This system has several advantages, including improved accuracy in predicting heart disease risk, the ability to identify patients at high risk for cardiovascular disease, and the potential to integrate data from electronic health records and other sources. This approach has the potential to improve medical decision-making, provide more personalized care for patients, and reduce the burden of heart disease on individuals and society.