Insights In General Cardiovascular Medicine 2021

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

A seasoned cardiologist shares his experiences, opinions, and recommendations about heart disease and other cardiac problems A Strong and Steady Pulse: Stories from a Cardiologist provides an insider’s perspective on the field of cardiovascular medicine told through vignettes and insights drawn from Gregory D. Chapman’s three decades as a cardiologist and professor of medicine. In twenty-six bite-sized chapters based on real-life patients and experiences, Chapman provides an overview of contemporary cardiovascular diseases and treatments, illuminating the art and science of medical practice for lay audiences and professionals alike. With A Strong and Steady Pulse, Chapman provides medical students and general readers with a better understanding of cardiac disease and its contributing factors in modern life, and he also provides insights on the diagnostic process, medical decision making, and patient care. Each chapter presents a patient and their initial appearance, described in clear detail as Chapman gently walks us through his evaluation and the steps he and his associates take to determine the underlying problem. Chapman’s stories are about real people dealing with life and death situations—including the physicians, nurses, medical students, and other team members who try to save lives in emergent, confusing conditions. The sometimes hard-won solutions to these medical challenges combine new technology and cutting-edge research together with insights drawn from Chapman’s past experiences as an intern and resident in Manhattan during the AIDS epidemic, as a postdoctoral fellow at Duke University in the 1990s, and in practice in Nashville, Tennessee, and Birmingham, Alabama. Conditions addressed include the recognition and management of heart attack, heart failure, arrhythmia, valvular heart disease, cardiac transplantation, broken heart syndrome, hypertension, and the depression some people experience after a heart attack, as well as related topics like statin drugs, the Apple Watch ECG feature, and oral anticoagulants. Finally, the emergence of the COVID-19 virus and its disruption of normal hospital routines as the pandemic unfolded is addressed in an epilogue.