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 : 2022-04-04
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 2022-04-04 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.
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.
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.
Fundamentals And Methods Of Machine And Deep Learning
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Author : Pradeep Singh
language : en
Publisher: John Wiley & Sons
Release Date : 2022-02-01
Fundamentals And Methods Of Machine And Deep Learning written by Pradeep Singh 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 2022-02-01 with Computers categories.
FUNDAMENTALS AND METHODS OF MACHINE AND DEEP LEARNING The book provides a practical approach by explaining the concepts of machine learning and deep learning algorithms, evaluation of methodology advances, and algorithm demonstrations with applications. Over the past two decades, the field of machine learning and its subfield deep learning have played a main role in software applications development. Also, in recent research studies, they are regarded as one of the disruptive technologies that will transform our future life, business, and the global economy. The recent explosion of digital data in a wide variety of domains, including science, engineering, Internet of Things, biomedical, healthcare, and many business sectors, has declared the era of big data, which cannot be analysed by classical statistics but by the more modern, robust machine learning and deep learning techniques. Since machine learning learns from data rather than by programming hard-coded decision rules, an attempt is being made to use machine learning to make computers that are able to solve problems like human experts in the field. The goal of this book is to present a??practical approach by explaining the concepts of machine learning and deep learning algorithms with applications. Supervised machine learning algorithms, ensemble machine learning algorithms, feature selection, deep learning techniques, and their applications are discussed. Also included in the eighteen chapters is unique information which provides a clear understanding of concepts by using algorithms and case studies illustrated with applications of machine learning and deep learning in different domains, including disease prediction, software defect prediction, online television analysis, medical image processing, etc. Each of the chapters briefly described below provides both a chosen approach and its implementation. Audience Researchers and engineers in artificial intelligence, computer scientists as well as software developers.
Oxford Textbook Of Heart Failure
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Author : Andrew Clark
language : en
Publisher: Oxford University Press
Release Date : 2022-04-30
Oxford Textbook Of Heart Failure written by Andrew Clark 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 2022-04-30 with Medical categories.
Taking the reader from an understanding of the basic mechanisms of heart failure through to an appreciation of the complexities of heart failure management and the remarkable improvements possible with good treatment, the Oxford Textbook of Heart Failure 2e covers all aspects necessary to manage a patient with heart failure. In full colour throughout, containing over 300 illustrations, and supported by detailed referencing from the huge evidence base that has developed over the last two decades, the textbook also includes extensive chapters on common co-morbidities. The new edition has been completely updated in line with new British and European Guidelines and contains new chapters on; Natriuretic Peptides and Novel Biomarkers in Heart Failure, The Future of Heart Failure, and Regenerative Therapies. Essential reading for consultant cardiologists and those in training, general physicians and those caring of the elderly, cardiothoracic surgeons, primary care doctors, pharmacists, and specialist nurses.
Data Mining And Knowledge Discovery Handbook
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Author : Oded Maimon
language : en
Publisher: Springer Science & Business Media
Release Date : 2006-05-28
Data Mining And Knowledge Discovery Handbook written by Oded Maimon and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-05-28 with Computers categories.
Data Mining and Knowledge Discovery Handbook organizes all major concepts, theories, methodologies, trends, challenges and applications of data mining (DM) and knowledge discovery in databases (KDD) into a coherent and unified repository. This book first surveys, then provides comprehensive yet concise algorithmic descriptions of methods, including classic methods plus the extensions and novel methods developed recently. This volume concludes with in-depth descriptions of data mining applications in various interdisciplinary industries including finance, marketing, medicine, biology, engineering, telecommunications, software, and security. Data Mining and Knowledge Discovery Handbook is designed for research scientists and graduate-level students in computer science and engineering. This book is also suitable for professionals in fields such as computing applications, information systems management, and strategic research management.
Cardiac Resynchronization Therapy In Heart Failure
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Author : William T. Abraham
language : en
Publisher: Lippincott Williams & Wilkins
Release Date : 2011-11-30
Cardiac Resynchronization Therapy In Heart Failure written by William T. Abraham and has been published by Lippincott Williams & Wilkins this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-11-30 with Medical categories.
Written by noted experts with day-to-day experience in cardiac resynchronization therapy (CRT), this comprehensive, practical reference gives physicians a thorough knowledge of the indications, techniques for implantation, complications, programming, and follow-up of CRT devices in patients with heart failure and intra- and interventricular conduction delays. Each chapter has how-to and troubleshooting sections to help readers avoid or navigate the pitfalls encountered in day-to-day clinical practice. Each chapter also has a summary box capturing the key clinical pearls. This book will be a valuable aid in preparing for the Heart Rhythm Exam/International Board of Heart Rhythm Examiners (IBHRE) exam.
Process Improvement In Heart Failure An Issue Of Heart Failure Clinics Ebk
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Author : Clyde Yancy
language : en
Publisher: Elsevier Health Sciences
Release Date : 2020-09-25
Process Improvement In Heart Failure An Issue Of Heart Failure Clinics Ebk written by Clyde Yancy 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 2020-09-25 with Medical categories.
This issue of Heart Failure Clinics, guest edited by Drs. Clyde W. Yancy and R. Kannan Mutharasan, will cover Process Improvement in Heart Failure. This issue is one of four issues selected each year by our series consulting editor, Dr. Eduardo Bossone. Topics discussed in this issue will include: Approaching Process Improvement, Identifying Heart Failure Patients, Predicting High-risk Patients and High-Risk Outcomes in Heart Failure, Selecting the Correct Target for Improvement in Heart Failure Care and Improving Adherence, Empowering Patients Living with Heart Failure with Social Media and Technology, Transitioning Heart Failure Patients to Outpatient Care, Innovating Outpatient Processes of Care and Anticipating Complex Care Algorithms, Addressing Co-morbidities in Heart Failure, Systematizing Heart Failure Population Health, Defragmenting Heart Failure Care, and Adapting to the Payment Landscape.
Heart Failure
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Author : Peter Rahko
language : en
Publisher: Demos Medical Publishing
Release Date : 2013-11-30
Heart Failure written by Peter Rahko and has been published by Demos Medical Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-11-30 with Medical categories.
This is a highly visual, case-based approach that covers the spectrum of the clinical presentation of heart failure. Each chapter revolves around one or more cases that best represent the diagnosis and treatment of a specific type of heart failure. The book encompasses newly diagnosed cases of heart failure, optimizing therapy for patients with known heart failure, heart failure associated with a variety of cardiac diseases, and heart failure in patients with systemic diseases. Authors also address the rapidly expanding field of familial-based cardiomyopathies and the difficult task of determining prognosis. The newly diagnosed cases of heart failure include non-ischemic dilated cardiomyopathy, post-myocardial infarction heart failure, tako-tsubo cardiomyopathy, atrial fibrillation as a cause of heart failure, and manifestations of diastolic dysfunction causing heart failure. The section on optimizing therapy for patients with chronic heart failure encompasses treatment for an initially stabilized patient who begins to decline and presents with an acute exacerbation; treating patients with devices such as defibrillators, resynchronization pacemaker systems, or both; and actions that can be taken when, despite the full gamut of treatment, a patient is still symptomatic or gradually declining. Included is a discussion of hemodynamic optimization and advanced therapy for end-stage failure. Additionally, the book covers in depth procedures for determining prognosis and evaluating familial disease; and includes descriptions of medications commonly used for heart failure. Chapters are consistently formatted to include an overview of underlying pathophysiology, presentation of the representative ìteachingî case, and a discussion of optimal management including assessment of current evidence and guidelines. The book also features video loops of select procedures, available online. KEY FEATURES: Over thirty expert authors offer a practical, visual approach to common but complex management problems in heart failure Demonstrates real-world clinical management decisions and applications of current guidelines and evidence through case presentations Discusses assessment and treatment of newly diagnosed and chronic cases of heart failure Addresses heart failure associated with the gamut of cardiac diseases and in patients with systemic diseases Provides links to video loops of select procedures
Advances In Computerized Analysis In Clinical And Medical Imaging
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Author : J Dinesh Peter
language : en
Publisher: CRC Press
Release Date : 2019-10-28
Advances In Computerized Analysis In Clinical And Medical Imaging written by J Dinesh Peter and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-10-28 with Computers categories.
Advances in Computerized Analysis in Clinical and Medical Imaging book is devoted for spreading of knowledge through the publication of scholarly research, primarily in the fields of clinical & medical imaging. The types of chapters consented include those that cover the development and implementation of algorithms and strategies based on the use of geometrical, statistical, physical, functional to solve the following types of problems, using medical image datasets: visualization, feature extraction, segmentation, image-guided surgery, representation of pictorial data, statistical shape analysis, computational physiology and telemedicine with medical images. This book highlights annotations for all the medical and clinical imaging researchers’ a fundamental advances of clinical and medical image analysis techniques. This book will be a good source for all the medical imaging and clinical research professionals, outstanding scientists, and educators from all around the world for network of knowledge sharing. This book will comprise high quality disseminations of new ideas, technology focus, research results and discussions on the evolution of Clinical and Medical image analysis techniques for the benefit of both scientific and industrial developments. Features: Research aspects in clinical and medical image processing Human Computer Interaction and interface in imaging diagnostics Intelligent Imaging Systems for effective analysis using machine learning algorithms Clinical and Scientific Evaluation of Imaging Studies Computer-aided disease detection and diagnosis Clinical evaluations of new technologies Mobility and assistive devices for challenged and elderly people This book serves as a reference book for researchers and doctoral students in the clinical and medical imaging domain including radiologists. Industries that manufacture imaging modality systems and develop optical systems would be especially interested in the challenges and solutions provided in the book. Professionals and practitioners in the medical and clinical imaging may be benefited directly from authors’ experiences.