Trustworthy AI in Cancer Imaging Research

By: Ioanna Chouvarda and Guang Yang and Sara Colantonio and Gianna Tsakou

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Synopsis: The book covers multiple aspects and challenges, from legal to technical and validation, in the emerging topic of AI in cancer imaging, bringing together the experience of top researchers and flagship projects. The aim of this book is to address the important questions: &“How to design AI that is trustworthy&”, and &“How to validate AI trustworthiness&” in the scope of AI for cancer imaging research. The book discusses overall considerations and the generation of a framework; preparing for trustworthy AI, including the data and metadata for quality, transparency and traceability; implementing trustworthy AI with algorithms and Decision Support Systems; and validating trustworthy AI. This is an ideal resource for researchers from technical and clinical research sites, postgraduate students, and healthcare professionals in cancer imaging and beyond.

Book Quality:: Publisher Quality
ISBN-13:: 9783031899638
Related ISBNs:: 9783031899621
Publisher:: Springer Nature Switzerland
Date of Addition:: 07/09/25
Copyrighted By:: The Editor
Adult content:: No
Language:: English
Has Image Descriptions:: No
Categories:: Nonfiction, Science, Computers and Internet, Technology, Mathematics and Statistics, Medicine
Submitted By:: Bookshare Staff
Usage Restrictions:: This is a copyrighted book.
Edited by:: Ioanna Chouvarda
Edited by:: Sara Colantonio
Edited by:: Gianna Tsakou
Edited by:: Guang Yang