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Precision Health and Artificial Intelligence: With Privacy, Ethics, Bias, Health Equity, Best Practices, and Case Studies de Arjun Panesar

Precision Health and Artificial Intelligence: With Privacy, Ethics, Bias, Health Equity, Best Practices, and Case Studies

Autor Arjun Panesar
en Limba Engleză Paperback – 26 ian 2023
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

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Specificații

ISBN-13: 9781484291610
ISBN-10: 1484291611
Ilustrații: XIX, 172 p. 21 illus.
Dimensiuni: 155 x 235 mm
Greutate: 0.28 kg
Ediția:1st ed.
Editura: Apress
Colecția Apress
Locul publicării:Berkeley, CA, United States

Cuprins

Chapter 1:  Introduction to Precision Health and Artificial Intelligence.- Chapter 2:  Foundations of Precision Health.- Chapter 3: Data.- Chapter 4: Artificial Intelligence in Precision Health.- 
Chapter 5: Ethics and Regulatory.- Chapter 6: Case Studies: The Application of Artificial Intelligence in Precision Healthcare and Medicine.

Notă biografică

Arjun Panesar is the founder of DDM Health, a multi-award-winning provider of digital therapeutics to over 1.8 million people. He holds a first-class honors degree (MEng) in Computing and Artificial Intelligence (AI) from Imperial College, London, and has more than two decades of experience in big data and AI. Arjun leads the development of evidence-based digital innovations that harness the power of machine learning to provide precision health and medicine to patients, health services, and governments worldwide. His work has received recognition from the BBC, Forbes, New Scientist, and The Times, and has been awarded an array of innovation, business, and technology awards. Most recently, DDM Health’s apps were recognized as the highest-rated digital health apps in Europe.

Arjun is an advisor to the Information School, University of Sheffield, an Honorary Clinical Lecturer in precision healthcare and AI at Warwick Medical School, University of Warwick, an Alumni Fellow to the NHS Innovation Accelerator, and recognized by Imperial College as an Emerging Alumni Leader in 2020 for his contribution and impact to health.

Textul de pe ultima copertă

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 



Caracteristici

Covers governance of ethics, bias, and privacy Shows how delivery of patient-centered care improves patient outcomes at scale Includes the latest advances in AI to deliver precision healthcare