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Precision Health and Artificial Intelligence - With Privacy, Ethics, Bias, Health Equity, Best Practices, and Case Studies (Paperback, 1st ed.)
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Precision Health and Artificial Intelligence - With Privacy, Ethics, Bias, Health Equity, Best Practices, and Case Studies (Paperback, 1st ed.)
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This book provides a comprehensive explanation of precision (i.e.,
personalized) healthcare and explores how it can be advanced
through artificial intelligence (AI) and other data-driven
technologies. From improving the diagnosis, treatment, and
monitoring of many medical conditions to the effective
implementation of precise patient care, this book will help you
understand datasets produced from digital health technologies and
IoT and teach you how to employ analytical methods such as
convolutional neural networks and deep learning to analyze that
data. You'll also see how this data-driven approach can enhance and
democratize value-based healthcare delivery. Additionally, you'll
learn how the convergence of AI and precision health is
revolutionizing healthcare, including some of the most difficult
challenges facing precision medicine, such as ethics, bias,
privacy, and health equity. Precision Health and Artificial
Intelligence provides the groundwork for clinicians, engineers,
bioinformaticians, and healthcare enthusiasts to apply AI to
healthcare. What You Will Learn Understand the components required
to facilitate precision health and personalized care Apply and
implement precision health systems Overcome the challenges of
delivering precision healthcare at scale Reconcile ethical and
moral implications of delivering precision healthcare Gain insight
into the hurdles providers face while implementing precision
healthcare Who This Book Is For Healthcare professionals,
clinicians, engineers, bioinformaticians, chief information
officers (CIOs), and students
General
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