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Explainable artificial intelligence for biomedical and healthcare applications / Deepak Gupta.

By: Contributor(s): Publisher: Boca Raton, FL : CRC Press, 2025Edition: First editionDescription: xiii, 282p. illContent type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9781032114897
Subject(s): Additional physical formats: Print version:: Explainable artificial intelligence for biomedical and healthcare applicationsDDC classification:
  • 610.285 23/eng/20240723
LOC classification:
  • R 859.7 .A78
Summary: "This reference text helps understand how the concepts of explainable artificial intelligence (XAI) are used in the medical and healthcare sectors. The text discusses medical robotic systems using XAI and physical devices having autonomous behaviours for medical operations. It explores the usage of XAI for analysing different types of unique data sets for medical image analysis, medical image registration, medical data synthesis, and information discovery. It covers important topics including XAI for biometric security, genomics, and medical disease diagnosis. This book: Provides an excellent foundation for the core concepts and principles of explainable AI in biomedical and healthcare applications. Covers explainable AI for robotics and autonomous systems. Discusses usage of Explainable AI in medical image analysis, medical image registration, and medical data synthesis. Examines biometrics security assisted applications and their integration using explainable AI. The text will be useful for graduate students, professionals, and academic researchers in diverse areas such as electrical engineering, electronics and communication engineering, biomedical engineering, and computer science"-- Provided by publisher.
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Holdings
Item type Current library Call number Status Date due Barcode Item holds
Books Books NILE UNIVERSITY OF NIGERIA - MAIN LIBRARY R 859.7 .A78 E97 2025 (Browse shelf(Opens below)) Available 0199220
Total holds: 0

Includes bibliographical references and index.

"This reference text helps understand how the concepts of explainable artificial intelligence (XAI) are used in the medical and healthcare sectors. The text discusses medical robotic systems using XAI and physical devices having autonomous behaviours for medical operations. It explores the usage of XAI for analysing different types of unique data sets for medical image analysis, medical image registration, medical data synthesis, and information discovery. It covers important topics including XAI for biometric security, genomics, and medical disease diagnosis. This book: Provides an excellent foundation for the core concepts and principles of explainable AI in biomedical and healthcare applications. Covers explainable AI for robotics and autonomous systems. Discusses usage of Explainable AI in medical image analysis, medical image registration, and medical data synthesis. Examines biometrics security assisted applications and their integration using explainable AI. The text will be useful for graduate students, professionals, and academic researchers in diverse areas such as electrical engineering, electronics and communication engineering, biomedical engineering, and computer science"-- Provided by publisher.

Description based on print version record and CIP data provided by publisher.

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