Personalized Health Systems For Cardiovascular Disease
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Author |
: Anna Maria Bianchi |
Publisher |
: Academic Press |
Total Pages |
: 310 |
Release |
: 2022-01-21 |
ISBN-10 |
: 9780128190661 |
ISBN-13 |
: 0128190663 |
Rating |
: 4/5 (61 Downloads) |
Synopsis Personalized Health Systems for Cardiovascular Disease by : Anna Maria Bianchi
Personalized Health Systems for Cardiovascular Disease is intended for researchers, developers, and designers in the field of p-health, with a specific focus on management of cardiovascular diseases. Biomedical engineers will benefit from coverage of sensors, data transmission, signal processing, data analysis, home and mobile applications, standards, and all other subject matters developed in this book in order to provide an integrated view of the different and multidisciplinary problems related to p-health systems. However, many chapters will also be interesting to physicians and other professionals who operate in the health domain. Students, MS and PhD level, mainly in technical universities, but also in medical schools, will find in this book a complete view of the manifold aspects of p-health, including technical problems related to sensors and software, to automatic evaluation and correct interpretation of the data, and also some legal and regulatory aspects. This book mainly focuses on the development of technology used by people and patients in the management of their own health. New wearable and implantable devices allow a continuous monitoring of chronic patients, with a direct involvement of clinical centers and physicians. Also, healthy people are more and more interested in keeping their own wellness under control, by adopting healthy lifestyles and identifying any early sign of risk. This is leading to personalized solutions via systems which are tailored to a specific patient/person and her/ his needs. However, many problems are still open when it comes to p-health systems. Which sensors and parameters should be used? Which software and analysis? When and how? How do you design an effective management plan for chronic pathologies such as cardiovascular diseases? What is useful feedback for the patient or for the clinician? And finally, what are the limits of this approach? What is the view of physicians? The purpose of this book is to provide, from a technical point of view, a complete description of most of the elements which are part of such systems, including the sensors and the hardware, the signal processing and data management procedures, the classification and stratification models, the standards and the regulations, focusing on the state of the art and identifying the new directions for innovative solutions. In this book, readers will find the fundamental elements that must be taken into account when developing devices and systems in the field of p-health. - Provides an integrated approach to design and development of p-health systems which involves sensors, analysis software, user interfaces, data modeling, and interpretation. - Covers standards and regulations on data privacy and security, plus safe design of devices. - Supported by case studies discussing development of actual solutions in the biomedical engineering field.
Author |
: Mark Houston |
Publisher |
: Lippincott Williams & Wilkins |
Total Pages |
: 1201 |
Release |
: 2019-10-08 |
ISBN-10 |
: 9781975115296 |
ISBN-13 |
: 1975115295 |
Rating |
: 4/5 (96 Downloads) |
Synopsis Personalized and Precision Integrative Cardiovascular Medicine by : Mark Houston
Encompassing functional cardiology, integrative medicine, and metabolic medicine/cardiology, this unique reference offers an up-to-date, expert approach to heart health wellness and treating the diseased heart and blood vessels. It provides today’s practitioners with insight into various treatment options and alternatives to pharmaceutical care and surgery, incorporating new scientific information on metabolic and integrative cardiovascular medicine from peer-reviewed articles, evidence-based medicine, and human clinical research as a foundation for practical clinical information.
Author |
: Ami B. Bhatt |
Publisher |
: Springer Nature |
Total Pages |
: 150 |
Release |
: 2021-10-04 |
ISBN-10 |
: 9783030810306 |
ISBN-13 |
: 3030810305 |
Rating |
: 4/5 (06 Downloads) |
Synopsis Healthcare Information Technology for Cardiovascular Medicine by : Ami B. Bhatt
This unique book comprehensively reviews how information technology is changing cardiovascular medical practice. Chapters include a wide range of topics from specific technologies and virtual care education to large system implementation. Extensive illustrative material and specific case studies are included throughout to reinforce key concepts and enable the reader to develop an understanding of how information technology is impacting medical practice. Health equity, medicolegal ethics, and regulatory considerations are also covered. Healthcare Information Technology for Cardiovascular Medicine: Telemedicine & Digital Health provides a foundation for better understanding how these technologies impact cardiovascular care delivery. Its comprehensive analysis enables healthcare providers and other stakeholders to enhance clinical practice through digital health implementation.
Author |
: National Research Council |
Publisher |
: National Academies Press |
Total Pages |
: 142 |
Release |
: 2012-01-16 |
ISBN-10 |
: 9780309222228 |
ISBN-13 |
: 0309222222 |
Rating |
: 4/5 (28 Downloads) |
Synopsis Toward Precision Medicine by : National Research Council
Motivated by the explosion of molecular data on humans-particularly data associated with individual patients-and the sense that there are large, as-yet-untapped opportunities to use this data to improve health outcomes, Toward Precision Medicine explores the feasibility and need for "a new taxonomy of human disease based on molecular biology" and develops a potential framework for creating one. The book says that a new data network that integrates emerging research on the molecular makeup of diseases with clinical data on individual patients could drive the development of a more accurate classification of diseases and ultimately enhance diagnosis and treatment. The "new taxonomy" that emerges would define diseases by their underlying molecular causes and other factors in addition to their traditional physical signs and symptoms. The book adds that the new data network could also improve biomedical research by enabling scientists to access patients' information during treatment while still protecting their rights. This would allow the marriage of molecular research and clinical data at the point of care, as opposed to research information continuing to reside primarily in academia. Toward Precision Medicine notes that moving toward individualized medicine requires that researchers and health care providers have access to very large sets of health- and disease-related data linked to individual patients. These data are also critical for developing the information commons, the knowledge network of disease, and ultimately the new taxonomy.
Author |
: Seth S. Martin |
Publisher |
: Springer Nature |
Total Pages |
: 194 |
Release |
: 2021-07-07 |
ISBN-10 |
: 9783030750558 |
ISBN-13 |
: 3030750558 |
Rating |
: 4/5 (58 Downloads) |
Synopsis Precision Medicine in Cardiovascular Disease Prevention by : Seth S. Martin
This book contains the current knowledge and potential future developments of precision medicine techniques including artificial intelligence, big data, mobile health, digital health and genetic medicine in the prevention of cardiovascular disease. It reviews the presently used advanced precision medicine techniques and fundamental principles that continue to act as guiding forces for many medical professionals in applying precision and preventative medical techniques in their day-to-day practices. Precision Medicine in Cardiovascular Disease Prevention describes current knowledge and potential future developments in this rapidly expanding field. It therefore provides a valuable resource for all practicing and trainee cardiologists looking to develop their knowledge and integrate precision medicine techniques into their practices.
Author |
: Roy C.P. Kerckhoffs |
Publisher |
: Springer Science & Business Media |
Total Pages |
: 253 |
Release |
: 2010-09-03 |
ISBN-10 |
: 9781441966919 |
ISBN-13 |
: 1441966919 |
Rating |
: 4/5 (19 Downloads) |
Synopsis Patient-Specific Modeling of the Cardiovascular System by : Roy C.P. Kerckhoffs
Peter Hunter Computational physiology for the cardiovascular system is entering a new and exciting phase of clinical application. Biophysically based models of the human heart and circulation, based on patient-specific anatomy but also informed by po- lation atlases and incorporating a great deal of mechanistic understanding at the cell, tissue, and organ levels, offer the prospect of evidence-based diagnosis and treatment of cardiovascular disease. The clinical value of patient-specific modeling is well illustrated in application areas where model-based interpretation of clinical images allows a more precise analysis of disease processes than can otherwise be achieved. For example, Chap. 6 in this volume, by Speelman et al. , deals with the very difficult problem of trying to predict whether and when an abdominal aortic aneurysm might burst. This requires automated segmentation of the vascular geometry from magnetic re- nance images and finite element analysis of wall stress using large deformation elasticity theory applied to the geometric model created from the segmentation. The time-varying normal and shear stress acting on the arterial wall is estimated from the arterial pressure and flow distributions. Thrombus formation is identified as a potentially important contributor to changed material properties of the arterial wall. Understanding how the wall adapts and remodels its material properties in the face of changes in both the stress loading and blood constituents associated with infl- matory processes (IL6, CRP, MMPs, etc.
Author |
: Subhi J. Al'Aref, M.D. |
Publisher |
: Academic Press |
Total Pages |
: 454 |
Release |
: 2020-12-11 |
ISBN-10 |
: 9780128202739 |
ISBN-13 |
: 0128202734 |
Rating |
: 4/5 (39 Downloads) |
Synopsis Machine Learning in Cardiovascular Medicine by : Subhi J. Al'Aref, M.D.
Machine Learning in Cardiovascular Medicine addresses the ever-expanding applications of artificial intelligence (AI), specifically machine learning (ML), in healthcare and within cardiovascular medicine. The book focuses on emphasizing ML for biomedical applications and provides a comprehensive summary of the past and present of AI, basics of ML, and clinical applications of ML within cardiovascular medicine for predictive analytics and precision medicine. It helps readers understand how ML works along with its limitations and strengths, such that they can could harness its computational power to streamline workflow and improve patient care. It is suitable for both clinicians and engineers; providing a template for clinicians to understand areas of application of machine learning within cardiovascular research; and assist computer scientists and engineers in evaluating current and future impact of machine learning on cardiovascular medicine. Provides an overview of machine learning, both for a clinical and engineering audience Summarize recent advances in both cardiovascular medicine and artificial intelligence Discusses the advantages of using machine learning for outcomes research and image processing Addresses the ever-expanding application of this novel technology and discusses some of the unique challenges associated with such an approach
Author |
: Roy C.P. Kerckhoffs |
Publisher |
: Springer |
Total Pages |
: 240 |
Release |
: 2010-09-09 |
ISBN-10 |
: 1441966900 |
ISBN-13 |
: 9781441966902 |
Rating |
: 4/5 (00 Downloads) |
Synopsis Patient-Specific Modeling of the Cardiovascular System by : Roy C.P. Kerckhoffs
Peter Hunter Computational physiology for the cardiovascular system is entering a new and exciting phase of clinical application. Biophysically based models of the human heart and circulation, based on patient-specific anatomy but also informed by po- lation atlases and incorporating a great deal of mechanistic understanding at the cell, tissue, and organ levels, offer the prospect of evidence-based diagnosis and treatment of cardiovascular disease. The clinical value of patient-specific modeling is well illustrated in application areas where model-based interpretation of clinical images allows a more precise analysis of disease processes than can otherwise be achieved. For example, Chap. 6 in this volume, by Speelman et al. , deals with the very difficult problem of trying to predict whether and when an abdominal aortic aneurysm might burst. This requires automated segmentation of the vascular geometry from magnetic re- nance images and finite element analysis of wall stress using large deformation elasticity theory applied to the geometric model created from the segmentation. The time-varying normal and shear stress acting on the arterial wall is estimated from the arterial pressure and flow distributions. Thrombus formation is identified as a potentially important contributor to changed material properties of the arterial wall. Understanding how the wall adapts and remodels its material properties in the face of changes in both the stress loading and blood constituents associated with infl- matory processes (IL6, CRP, MMPs, etc.
Author |
: Peter L. M. Kerkhof |
Publisher |
: Springer |
Total Pages |
: 734 |
Release |
: 2018-07-26 |
ISBN-10 |
: 9783319779324 |
ISBN-13 |
: 331977932X |
Rating |
: 4/5 (24 Downloads) |
Synopsis Sex-Specific Analysis of Cardiovascular Function by : Peter L. M. Kerkhof
This book gathers together contributions from internationally renowned authors in the field of cardiovascular systems and provides crucial insight into the importance of sex- and gender-concepts during the analysis of patient data. This innovative title is the first to offer the elements necessary to consider sex-related properties in both clinical and basic studies regarding the heart and circulation on multiscale levels (i.e. molecular, cellular, electrophysiologically, neuroendocrine, immunoregulatory, organ, allometric, and modeling). Observed differences at (ultra)cellular and organ level are quantified, with focus on clinical relevance and implications for diagnosis and patient management. Since the cardiovascular system is of vital importance for all tissues, Sex-Specific Analysis of Cardiovascular Function is an essential source of information for clinicians, biologists, and biomedical investigators. The wide spectrum of differences described in this book will also act as an eye-opener and serve as a handbook for students, teachers, scientists and practitioners.
Author |
: Michael Mahler |
Publisher |
: Elsevier |
Total Pages |
: 300 |
Release |
: 2021-03-17 |
ISBN-10 |
: 9780128202395 |
ISBN-13 |
: 0128202394 |
Rating |
: 4/5 (95 Downloads) |
Synopsis Precision Medicine and Artificial Intelligence by : Michael Mahler
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