Deep Medicine

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.

What if your cell phone could detect cancer cells circulating in your blood or warn you of an imminent heart attack? Mobile wireless digital devices, including smartphones and tablets with seemingly limitless functionality, have brought about radical changes in our lives, providing hyper-connectivity to social networks and cloud computing. But the digital world has hardly pierced the medical cocoon. Until now. Beyond reading email and surfing the Web, we will soon be checking our vital signs on our phone. We can already continuously monitor our heart rhythm, blood glucose levels, and brain waves while we sleep. Miniature ultrasound imaging devices are replacing the icon of medicine--the stethoscope. DNA sequencing, Facebook, and the Watson supercomputer have already saved lives. For the first time we can capture all the relevant data from each individual to enable precision therapy, prevent major side effects of medications, and ultimately to prevent many diseases from ever occurring. And yet many of these digital medical innovations lie unused because of the medical community's profound resistance to change. In The Creative Destruction of Medicine, Eric Topol--one of the nation's top physicians and a leading voice on the digital revolution in medicine--argues that radical innovation and a true democratization of medical care are within reach, but only if we consumers demand it. We can force medicine to undergo its biggest shakeup in history. This book shows us the stakes--and how to win them.

The essential guide by one of America's leading doctors to how digital technology enables all of us to take charge of our health A trip to the doctor is almost a guarantee of misery. You'll make an appointment months in advance. You'll probably wait for several hours until you hear "the doctor will see you now"-but only for fifteen minutes! Then you'll wait even longer for lab tests, the results of which you'll likely never see, unless they indicate further (and more invasive) tests, most of which will probably prove unnecessary (much like physicals themselves). And your bill will be astronomical. In The Patient Will See You Now, Eric Topol, one of the nation's top physicians, shows why medicine does not have to be that way. Instead, you could use your smartphone to get rapid test results from one drop of blood, monitor your vital signs both day and night, and use an artificially intelligent algorithm to receive a diagnosis without having to see a doctor, all at a small fraction of the cost imposed by our modern healthcare system. The change is powered by what Topol calls medicine's "Gutenberg moment." Much as the printing press took learning out of the hands of a priestly class, the mobile internet is doing the same for medicine, giving us unprecedented control over our healthcare. With smartphones in hand, we are no longer beholden to an impersonal and paternalistic system in which "doctor knows best." Medicine has been digitized, Topol argues; now it will be democratized. Computers will replace physicians for many diagnostic tasks, citizen science will give rise to citizen medicine, and enormous data sets will give us new means to attack conditions that have long been incurable. Massive, open, online medicine, where diagnostics are done by Facebook-like comparisons of medical profiles, will enable real-time, real-world research on massive populations. There's no doubt the path forward will be complicated: the medical establishment will resist these changes, and digitized medicine inevitably raises serious issues surrounding privacy. Nevertheless, the result-better, cheaper, and more human health care-will be worth it. Provocative and engrossing, The Patient Will See You Now is essential reading for anyone who thinks they deserve better health care. That is, for all of us.

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.

Anesthesiologist, intensive care expert, and NASA adviser Kevin Fong explores how physical extremes push human limits and spawn incredible medical breakthroughs 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.

“During a time of tremendous change and uncertainty, Healthcare Disrupted gives executives a framework and language to determine how they will evolve their products, services, and strategies to flourish in a increasingly value-based healthcare system. Using a powerful mix of real world examples and unanswered questions, Elton and O’Riordan lead you to see that ‘no action’ is not an option—and push you to answer the most important question: ‘What is your role in this digitally driven change and how can your firm can gain competitive advantage and lead?’”—David Epstein, Division Head, Novartis Pharmaceuticals “Healthcare Disrupted is an inspirational call-to-action for everyone associated with healthcare, especially the innovators who will develop the next generation of therapeutics, diagnostics, and devices.”—Bob Horvitz, Ph.D., David H. Koch Professor of Biology, MIT; Nobel Prize in Physiology or Medicine “In a time of dizzying change across all fronts: from biology, to delivery, to the use of big data, Health Disrupted captures the impact of these forces and thoughtfully develops new approaches to value creation in the healthcare industry. A must-read for those who strive to capitalize on change and reinvent the industry.”—Deborah Dunsire, M.D., president and CEO, FORUM Pharmaceuticals Healthcare at a Crossroad: Seismic Shifts, New Business Models for Success Healthcare Disrupted is an in-depth look at the disruptive forces driving change in the the healthcare industry and provides guide for defining new operating and business models in response to these profound changes. Based on original research conducted by Accenture and years of experience working with the most successful companies in the industry, healthcare experts Jeff Elton and Anne O’Riordan provide an informed, insightful view of the state of the industry, what's to come, and new emerging business models for life sciences companies play a different role from the past in to driving superior outcomes for patients and playing a bigger role in creating greater value for healthcare overall. Their book explains how critical global healthcare trends are challenging legacy strategies and business models, and examines why historical leaders in the industy must evolve, to stay relevant and compete with new entrants. Healthcare Disrupted captures this pivotal point in time to give executives and senior managers across pharmaceutical, biopharmaceutical, medical device, medical diagnostics, digital technology, and health services companies an opportunity to step back and consider the changing landscape. This book gives companies options for how to adapt and stay relevant and outlines four new business models that can drive sustainable growth and performance. It demonstrates how real-world data (from Electronic Medical Records, health wearables, Internet of Things, digital media, social media, and other sources) is combining with scalable technologies and advanced analytics to fundamentally change how and where healthcare is delivered, bridging to the health of populations, and broadening the resposibility for both. It reveals how this shift in healthcare delivery will significantly improve patient outcomes and the value health systems realize.

Intelligence-Based Medicine: Data Science, Artificial Intelligence, and Human Cognition in Clinical Medicine and Healthcare provides a multidisciplinary and comprehensive survey of artificial intelligence concepts and methodologies with real life applications in healthcare and medicine. Authored by a senior physician-data scientist, the book presents an intellectual and academic interface between the medical and the data science domains that is symmetric and balanced. The content consists of basic concepts of artificial intelligence and its real-life applications in a myriad of medical areas as well as medical and surgical subspecialties. It brings section summaries to emphasize key concepts delineated in each section; mini-topics authored by world-renowned experts in the respective key areas for their personal perspective; and a compendium of practical resources, such as glossary, references, best articles, and top companies. The goal of the book is to inspire clinicians to embrace the artificial intelligence methodologies as well as to educate data scientists about the medical ecosystem, in order to create a transformational paradigm for healthcare and medicine by using this emerging new technology. Covers a wide range of relevant topics from cloud computing, intelligent agents, to deep reinforcement learning and internet of everything Presents the concepts of artificial intelligence and its applications in an easy-to-understand format accessible to clinicians and data scientists Discusses how artificial intelligence can be utilized in a myriad of subspecialties and imagined of the future Delineates the necessary elements for successful implementation of artificial intelligence in medicine and healthcare