Predicting Heart Failure
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Predicting Heart Failure
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Author : Kishor Kumar Sadasivuni
language : en
Publisher: John Wiley & Sons
Release Date : 2022-04-05
Predicting Heart Failure written by Kishor Kumar Sadasivuni and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-04-05 with Medical categories.
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.
Improving Early Detection And Risk Prediction In Heart Failure
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Author : Vinicius Tragante
language : en
Publisher: Frontiers Media SA
Release Date : 2022-06-03
Improving Early Detection And Risk Prediction In Heart Failure written by Vinicius Tragante and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-06-03 with Medical categories.
Novel Risk Predicting System For Heart Failure
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Author : Chen Liu
language : en
Publisher: Frontiers Media SA
Release Date : 2022-07-05
Novel Risk Predicting System For Heart Failure written by Chen Liu and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-07-05 with Medical categories.
A Reliable And Accurate Heart Disease Prediction System
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Author : G. Purusothaman
language : en
Publisher: Ary Publisher
Release Date : 2023-03-25
A Reliable And Accurate Heart Disease Prediction System written by G. Purusothaman and has been published by Ary Publisher this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-03-25 with categories.
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.
An Empirical Study And Analysis Of Heart Disease Prediction
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Author : R. Subhashini
language : en
Publisher: Ary Publisher
Release Date : 2023-03-25
An Empirical Study And Analysis Of Heart Disease Prediction written by R. Subhashini and has been published by Ary Publisher this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-03-25 with categories.
An empirical study and analysis of heart disease prediction involves using data analysis techniques to identify patterns and risk factors associated with cardiovascular disease. This approach utilizes machine learning algorithms to classify patients based on their likelihood of developing heart disease. The study involves collecting data on risk factors such as age, gender, family history, blood pressure, cholesterol levels, smoking, and diabetes. Feature selection techniques are used to identify the most important risk factors, and a classification model is trained using these factors. The accuracy of the model is evaluated using metrics such as sensitivity, specificity, and AUC. This empirical study and analysis has several advantages, including the ability to identify new risk factors associated with heart disease, improved accuracy in predicting cardiovascular risk, and the potential to develop more personalized prevention and treatment strategies. This approach has the potential to improve medical decision-making and reduce the burden of heart disease on individuals and society.
A Novel Cluster And Rank Based Method For Prediction Of Heart Diseases
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Author : K. Aravinthan
language : en
Publisher: Ary Publisher
Release Date : 2023-03-25
A Novel Cluster And Rank Based Method For Prediction Of Heart Diseases written by K. Aravinthan and has been published by Ary Publisher this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-03-25 with categories.
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.
Tracking Medicine
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Author : John E. Wennberg
language : en
Publisher: Oxford University Press
Release Date : 2010-08-26
Tracking Medicine written by John E. Wennberg and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-08-26 with Medical categories.
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.
Proceedings Of Second International Conference On Advances In Computer Engineering And Communication Systems
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Author : A. Brahmananda Reddy
language : en
Publisher: Springer Nature
Release Date : 2022-02-22
Proceedings Of Second International Conference On Advances In Computer Engineering And Communication Systems written by A. Brahmananda Reddy and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-02-22 with Technology & Engineering categories.
This book includes original, peer-reviewed research articles from International Conference on Advances in Computer Engineering and Communication Systems (ICACECS 2021), held in VNR Vignana Jyoythi Institute of Engineering and Technology (VNR VJIET), Hyderabad, Telangana, India, during 13–14 August 2021. The book focuses on “Smart Innovations in Mezzanine Technologies, Data Analytics, Networks and Communication Systems” enlargements and reviews on the advanced topics in artificial intelligence, machine learning, data mining and big data computing, knowledge engineering, semantic Web, cloud computing, Internet on Things, cybersecurity, communication systems, and distributed computing and smart systems.
Cardiovascular Magnetic Resonance
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Author : Warren J. Manning
language : en
Publisher: Elsevier Health Sciences
Release Date : 2018-04-26
Cardiovascular Magnetic Resonance written by Warren J. Manning and has been published by Elsevier Health Sciences this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-04-26 with Medical categories.
Provides state-of-the-art coverage of CMR technologies and guidelines, including basic principles, imaging techniques, ischemic heart disease, right ventricular and congenital heart disease, vascular and pericardium conditions, and functional cardiovascular disease. Includes new chapters on non-cardiac pathology, pacemaker safety, economics of CMR, and guidelines as well as new coverage of myocarditis and its diagnosis and assessment of prognosis by cardiovascular magnetic resonance, and the use of PET/CMR imaging of the heart, especially in sarcoidosis. Features more than 1,100 high-quality images representing today’s CMR imaging. Covers T1, T2 and ECV mapping, as well as T2* imaging in iron overload, which has been shown to save lives in patients with thalassaemia major Discusses the cost-effectiveness of CMR.
Oxford Textbook Of Heart Failure
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Author : Roy S. Gardner
language : en
Publisher: Oxford University Press
Release Date : 2011-07-14
Oxford Textbook Of Heart Failure written by Roy S. Gardner and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-07-14 with Medical categories.
Written by internationally renowned leaders in their field and relevant to all practicing clinicians, this textbook comprehensively covers all aspects of heart failure, and suggests the optimal evidence-based management for heart failure patients.