Explainable Artificial Intelligence (XAI) in Healthcare

Language: English

Published by CRC Press, 2024

1032543701 / 9781032543703

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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nach der Bestellung gedruckt Neuware - Printed after ordering - This book highlights the use of explainable artificial intelligence (XAI) for healthcare problems, in order to improve trustworthiness, performance and sustainability levels in the context of applications.Explainable Artificial Intelligence (XAI) in Healthcare adopts the understanding that AI solutions should not only have high accuracy performance, but also be transparent, understandable and reliable from the end user's perspective. The book discusses the techniques, frameworks, and tools to effectively implement XAI methodologies in critical problems of healthcare field. The authors offer different types of solutions, evaluation methods and metrics for XAI and reveal how the concept of explainability finds a response in target problem coverage. The authors examine the use of XAI in disease diagnosis, medical imaging, health tourism, precision medicine and even drug discovery. They also point out the importance of user perspectives and value of the data used in target problems. Finally, the authors also ensure a well-defined future perspective for advancing XAI in terms of healthcare.This book will offer great benefits to students at the undergraduate and graduate levels and researchers. The book will also be useful for industry professionals and clinicians who perform critical decision-making tasks.

Seller Inventory # 9781032543703

Title
Explainable Artificial Intelligence (XAI) in Healthcare
Author
Nilgun Sengoz
Publisher
CRC Press
Publication year
2024
Condition
Neu
Binding
Buch
Language
English
ISBN 10
1032543701
ISBN 13
9781032543703
Item weight
505 grams
Dimensions
240x161x17 mm

AHA-BUCH GmbH

Einbeck, Germany

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