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A Science Friday pick for book of the year, 2019 One of America's top doctors reveals how AI will empower physicians and revolutionize patient care Medicine has become inhuman, to disastrous effect. The doctor-patient relationship--the heart of medicine--is broken: doctors are too distracted and overwhelmed to truly connect with their patients, and medical errors and misdiagnoses abound. In Deep Medicine, leading physician Eric Topol reveals how artificial intelligence can help. AI has the potential to transform everything doctors do, from notetaking and medical scans to diagnosis and treatment, greatly cutting down the cost of medicine and reducing human mortality. By freeing physicians from the tasks that interfere with human connection, AI will create space for the real healing that takes place between a doctor who can listen and a patient who needs to be heard. Innovative, provocative, and hopeful, Deep Medicine shows us how the awesome power of AI can make medicine better, for all the humans involved.
A professor of medicine reveals how technology like wireless internet, individual data, and personal genomics can be used to save lives.
Raj Patel, the New York Times bestselling author of The Value of Nothing, teams up with physician, activist, and co-founder of the Do No Harm Coalition Rupa Marya to reveal the links between health and structural injustices--and to offer a new deep medicine that can heal our bodies and our world. The Covid pandemic and the shocking racial disparities in its impact. The surge in inflammatory illnesses such as gastrointestinal disorders and asthma. Mass uprisings around the world in response to systemic racism and violence. Rising numbers of climate refugees. Our bodies, societies, and planet are inflamed. Boldly original, Inflamed takes us on a medical tour through the human body—our digestive, endocrine, circulatory, respiratory, reproductive, immune, and nervous systems. Unlike a traditional anatomy book, this groundbreaking work illuminates the hidden relationships between our biological systems and the profound injustices of our political and economic systems. Inflammation is connected to the food we eat, the air we breathe, and the diversity of the microbes living inside us, which regulate everything from our brain’s development to our immune system’s functioning. It’s connected to the number of traumatic events we experienced as children and to the traumas endured by our ancestors. It’s connected not only to access to health care but to the very models of health that physicians practice. Raj Patel, the renowned political economist and New York Times bestselling author of The Value of Nothing, teams up with the physician Rupa Marya to offer a radical new cure: the deep medicine of decolonization. Decolonizing heals what has been divided, reestablishing our relationships with the Earth and one another. Combining the latest scientific research and scholarship on globalization with the stories of Marya’s work with patients in marginalized communities, activist passion, and the wisdom of Indigenous groups, Inflamed points the way toward a deep medicine that has the potential to heal not only our bodies, but the world.
This book highlights the latest advances in the application of artificial intelligence and data science in health care and medicine. Featuring selected papers from the 2020 Health Intelligence Workshop, held as part of the Association for the Advancement of Artificial Intelligence (AAAI) Annual Conference, it offers an overview of the issues, challenges, and opportunities in the field, along with the latest research findings. Discussing a wide range of practical applications, it makes the emerging topics of digital health and explainable AI in health care and medicine accessible to a broad readership. The availability of explainable and interpretable models is a first step toward building a culture of transparency and accountability in health care. As such, this book provides information for scientists, researchers, students, industry professionals, public health agencies, and NGOs interested in the theory and practice of computational models of public and personalized health intelligence.
The recent advancements in the machine learning paradigm have various applications, specifically in the field of medical data analysis. Research has proven the high accuracy of deep learning algorithms, and they have become a standard choice for analyzing medical data, especially medical images, video, and electronic health records. Deep learning methods applied to electronic health records are contributing to understanding the evolution of chronic diseases and predicting the risk of developing those diseases. Approaches and Applications of Deep Learning in Virtual Medical Care considers the applications of deep learning in virtual medical care and delves into complex deep learning algorithms, calibrates models, and improves the predictions of the trained model on medical imaging. Covering topics such as big data and medical sensors, this critical reference source is ideal for researchers, academicians, practitioners, industry professionals, hospital workers, scholars, instructors, and students.
Deep Healing brings new hope to every reader. It awakens even the most skeptical among us to the miraculous inborn, self-healing capacities of our mind-body. Emmett Miller, M.D., practicing as a traditional family doctor for 20 years, discovered that when a part of your body is sick, the whole body system is out of balance. He saw that how his patients thought about and saw life, affected and seemed to create whatever their current state of health was. He has stated that it is not enough to heal the particular illness without understanding the emotional and psychological basis for the ailment or problem. We must heal the entire person...not just a specific part. Dr. Miller has had great success with guided imagery to promote physical health and emotional well-being. He has even been successful using guided imagery to do minor surgery without any anesthetic, again proving the mind/body connection, and the control of our bodies by our thoughts. Through the presentation of stories, reflections, and case studies, Dr. Miller presents his wonderful, deep healing theories that will instill a new sense of hope and optimism into all who read this book.
"A deeply though-provoking book about the dramatic changes we must make to save the planet from financial madness."--Naomi Klein, author of The Shock Doctrine Opening with Oscar Wilde's observation that "nowadays people know the price of everything and the value of nothing," Patel shows how our faith in prices as a way of valuing the world is misplaced. He reveals the hidden ecological and social costs of a hamburger (as much as $200), and asks how we came to have markets in the first place. Both the corporate capture of government and our current financial crisis, Patel argues, are a result of our democratically bankrupt political system. If part one asks how we can rebalance society and limit markets, part two answers by showing how social organizations, in America and around the globe, are finding new ways to describe the world's worth. If we don't want the market to price every aspect of our lives, we need to learn how such organizations have discovered democratic ways in which people, and not simply governments, can play a crucial role in deciding how we might share our world and its resources in common. This short, timely and inspiring book reveals that our current crisis is not simply the result of too much of the wrong kind of economics. While we need to rethink our economic model, Patel argues that the larger failure beneath the food, climate and economic crises is a political one. If economics is about choices, Patel writes, it isn't often said who gets to make them. The Value of Nothing offers a fresh and accessible way to think about economics and the choices we will all need to make in order to create a sustainable economy and society.
Little more than one hundred years ago, maps of the world still boasted white space: places where no human had ever trod. Within a few short decades the most hostile of the world’s environments had all been conquered. Likewise, in the twentieth century, medicine transformed human life. Doctors took what was routinely fatal and made it survivable. As modernity brought us ever more into different kinds of extremis, doctors pushed the bounds of medical advances and human endurance. Extreme exploration challenged the body in ways that only the vanguard of science could answer. Doctors, scientists, and explorers all share a defining trait: they push on in the face of grim odds. Because of their extreme exploration we not only understand our physiology better; we have also made enormous strides in the science of healing. Drawing on his own experience as an anesthesiologist, intensive care expert, and NASA adviser, Dr. Kevin Fong examines how cuttingedge medicine pushes the envelope of human survival by studying the human body’s response when tested by physical extremes. Extreme Medicine explores different limits of endurance and the lens each offers on one of the systems of the body. The challenges of Arctic exploration created opportunities for breakthroughs in open heart surgery; battlefield doctors pioneered techniques for skin grafts, heart surgery, and trauma care; underwater and outer space exploration have revolutionized our understanding of breathing, gravity, and much more. Avant-garde medicine is fundamentally changing our ideas about the nature of life and death. Through astonishing accounts of extraordinary events and pioneering medicine, Fong illustrates the sheer audacity of medical practice at extreme limits, where human life is balanced on a knife’s edge. Extreme Medicine is a gripping debut about the science of healing, but also about exploration in its broadest sense—and about how, by probing the very limits of our biology, we may ultimately return with a better appreciation of how our bodies work, of what life is, and what it means to be human.
This book constitutes the refereed proceedings of the 17th Conference on Artificial Intelligence in Medicine, AIME 2019, held in Poznan, Poland, in June 2019. The 22 revised full and 31 short papers presented were carefully reviewed and selected from 134 submissions. The papers are organized in the following topical sections: deep learning; simulation; knowledge representation; probabilistic models; behavior monitoring; clustering, natural language processing, and decision support; feature selection; image processing; general machine learning; and unsupervised learning.
Before the modern age of medicine, the chance of surviving a terminal disease such as cancer was minimal at best. After embracing the age of computer-aided medical analysis technologies, however, detecting and preventing individuals from contracting a variety of life-threatening diseases has led to a greater survival percentage and increased the development of algorithmic technologies in healthcare. Deep Learning Applications in Medical Imaging is a pivotal reference source that provides vital research on the application of generating pictorial depictions of the interior of a body for medical intervention and clinical analysis. While highlighting topics such as artificial neural networks, disease prediction, and healthcare analysis, this publication explores image acquisition and pattern recognition as well as the methods of treatment and care. This book is ideally designed for diagnosticians, medical imaging specialists, healthcare professionals, physicians, medical researchers, academicians, and students.