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Book Cover
E-book
Author Williams, Natasha H. author

Title Artificial intelligence and healthcare : the impact of algorithmic bias on health disparities / Natasha H. Williams
Published Cham : Springer, 2023

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Description 1 online resource (x, 114 pages) : illustrations (some color)
Series The International Library of Bioethics, 2662-9194 ; volume 107
International library of bioethics ; 107. 2662-9194
Contents Chapter 1. Artificial Intelligence and Algorithmic Bias -- Chapter 2. What are Health Disparities -- Chapter 3. The Inclusion of Racial and Ethnic Minority Groups Participation in Clinical Trials -- Chapter 4. The Impact of Implicit Bias on Data Diversity -- Chapter 5. Will Artificial Intelligence Improve Health Disparities? -- Chapter 6. Artificial Intelligence and Health Disparities: Policy, Regulation, and Implications
Summary This book explores the ethical problems of algorithmic bias and its potential impact on populations that experience health disparities by examining the historical underpinnings of explicit and implicit bias, the influence of the social determinants of health, and the inclusion of racial and ethnic minorities in data. Over the last twenty-five years, the diagnosis and treatment of disease have advanced at breakneck speeds. Currently, we have technologies that have revolutionized the practice of medicine, such as telemedicine, precision medicine, big data, and AI. These technologies, especially AI, promise to improve the quality of patient care, lower health care costs, improve patient treatment outcomes, and decrease patient mortality. AI may also be a tool that reduces health disparities; however, algorithmic bias may impede its success. This book explores the risks of using AI in the context of health disparities. It is of interest to health services researchers, ethicists, policy analysts, social scientists, health disparities researchers, and AI policy makers
Bibliography Includes bibliographical references and index
Notes Online resource; title from PDF title page (SpringerLink, viewed January 10, 2024)
Subject Artificial intelligence -- Medical applications.
Discrimination.
Form Electronic book
ISBN 9783031482625
303148262X