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Anotace knihy

Although the problem of trustworthiness in AI is actively researched in different disciplines, the adoption and implementation of trustworthy AI principles in real-world scenarios is still at its infancy. This is particularly true in medical imaging where guidelines and standards for trustworthiness are critical for successful deployment in clinical practice. After setting out the technical and clinical challenges of AI trustworthiness, Trustworthy AI in Medical Imaging gives a concise overview of the basic concepts before presenting state-of-the-art methods for solving these challenges. It is organized into sections corresponding to each component of Trustworthy AI, starting with a chapter giving an introduction to the basic concepts and methodology, followed by specific chapters illustrating relevant translations of these concepts to the medical imaging domain.Trustworthy AI in Medical Imaging brings together scientific researchers, medical experts and industry partners working in the field of trustworthiness, bridging the gap between AI research and concrete medical applications, making it a learning resource for undergraduates, masters students, and researchers in AI for medical imaging applications. With this book the reader will be able to: Acquire the basic notions of AI trustworthiness and their concrete application to medical imagingIdentify pain points and solutions to enhance trustworthiness in medical imaging applicationsUnderstand current limitations and perspectives of trustworthy AI in medical imaging, and identify novel research directions Gives an introduction to the key concepts of trustworthiness in AIPresents state-of-the-art methodologies for trustworthy AI in medical imagingOutlines major initiatives focusing on real-world deployment of trustworthy principles in medical imaging applicationsPresents outstanding questions still to be solved and discusses future research directions

Parametry knihy

Zařazení knihy Knihy v angličtině Computing & information technology Computer science Artificial intelligence

• Plný název: Trustworthy AI in Medical imaging
• Autor: Marco Lorenzi, Maria A Zuluaga
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 455
• EAN: 9780443237614
• ISBN: 0443237611
• ID: 45112300
• Datum vydání: 01. October 2024

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