Overview
Presents a vision of the future of medicine enabled by AI
Demonstrates the revolution in health care practices now becoming possible thanks to AI
Edited by well-known experts including the fields medalist Cedric Villani, who is the current first vice-president of the Scientific Parliamentary Office
Explores a number of challenges: technical and technological challenge due to the size of the data involved; ethical and legal challenges like protecting personal data; and challenge of confidence, to convince the actors to overcome their reluctance and share data
Includes contributions by leading mathematicians, computer scientists, statisticians, oncologists, surgeons, onco-geneticists, sociologists, hospital administrators, and lawyers to provide the reader with clear, objective, and reasonable information, while avoiding fantasies
Highlights various areas of innovation, such as renewing and improving the interpretation of images, modeling tumor growth, predicting response to administered treatments, increasing performance in radiology, pathology and dermatology, taking advantage of genetic data to understand diseases, developing precision medicine, and structuring large databases with vast amounts of data
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Table of contents (34 chapters)
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Front Matter
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Databases
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Front Matter
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Diagnosis and Treatment Assistance
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Front Matter
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Keywords
About this book
This book provides an overview of the role of AI in medicine and, more generally, of issues at the intersection of mathematics, informatics, and medicine. It is intended for AI experts, offering them a valuable retrospective and a global vision for the future, as well as for non-experts who are curious about this timely and important subject. Its goal is to provide clear, objective, and reasonable information on the issues covered, avoiding any fantasies that the topic “AI” might evoke. In addition, the book seeks to provide a broad kaleidoscopic perspective, rather than deep technical details.
Editors and Affiliations
About the editors
Bernard Nordlinger is a Professor of Surgical Oncology—Université de Versailles, APHP, and co-organizer of the IA and Health Working Group of the Académie nationale de Médecine and Académie des sciences.
Cédric Villani is a mathematician, Fields Medal winner, Professor at the Claude Bernard Lyon 1 University, member of the Academy of Sciences, member of French Parliament, and first vice-president of the Office parlementaire d'évaluation des choix scientifiques et technologiques (OPECST).
Daniela Rus is Director of the Computer Science and Artificial Intelligence Laboratory (CSAIL) and Andrew and Erna Viterbi Professor at the Department of Electrical Engineering and Computer Science (EECS), Massachusetts Institute of Technology.
Bibliographic Information
Book Title: Healthcare and Artificial Intelligence
Editors: Bernard Nordlinger, Cédric Villani, Daniela Rus
DOI: https://doi.org/10.1007/978-3-030-32161-1
Publisher: Springer Cham
eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)
Copyright Information: Springer Nature Switzerland AG 2020
Hardcover ISBN: 978-3-030-32160-4Published: 18 March 2020
Softcover ISBN: 978-3-030-32163-5Published: 21 August 2021
eBook ISBN: 978-3-030-32161-1Published: 17 March 2020
Edition Number: 1
Number of Pages: XVIII, 279
Number of Illustrations: 22 b/w illustrations, 26 illustrations in colour
Topics: Computational Intelligence, Artificial Intelligence, Biomedical Engineering and Bioengineering, Health Informatics