Explainable AI in Health Informatics Explainable AI in Health Informatics
Computational Intelligence Methods and Applications

Explainable AI in Health Informatics

Rajanikanth Aluvalu والمزيد
    • ‏149٫99 US$
    • ‏149٫99 US$

وصف الناشر

This book provides a comprehensive review of the latest research in the area of explainable artificial intelligence (XAI) in health informatics. It focuses on how explainable AI models can work together with humans to assist them in decision-making, leading to improved diagnosis and prognosis in healthcare. This book includes a collection of techniques and systems of XAI in health informatics and gives a wider perspective about the impact created by them. The book covers the different aspects, such as robotics, informatics, drugs, patients, etc., related to XAI in healthcare.

The book is suitable for both beginners and advanced AI practitioners, including students, academicians, researchers, and industry professionals. It serves as an excellent reference for undergraduate and graduate-level courses on AI for medicine/healthcare or XAI for medicine/healthcare. Medical institutions can also utilize this book as reference material and provide tutorials to medical professionals on how the XAI techniques can contribute to trustworthy diagnosis and prediction of the diseases.

النوع
كمبيوتر وإنترنت
تاريخ النشر
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٧ يوليو
اللغة
EN
الإنجليزية
عدد الصفحات
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الناشر
Springer Nature Singapore
البائع
Springer Nature B.V.
الحجم
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‫م.ب.‬
Cyber-Physical Systems Cyber-Physical Systems
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Advances in Intelligent Systems Advances in Intelligent Systems
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Sustainable Development Using Private AI Sustainable Development Using Private AI
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Pervasive Knowledge and Collective Intelligence on Web and Social Media Pervasive Knowledge and Collective Intelligence on Web and Social Media
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Evolution and Applications of Quantum Computing Evolution and Applications of Quantum Computing
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The Fusion of Internet of Things, Artificial Intelligence, and Cloud Computing in Health Care The Fusion of Internet of Things, Artificial Intelligence, and Cloud Computing in Health Care
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Advanced Spiking Neural P Systems Advanced Spiking Neural P Systems
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Construct, Merge, Solve & Adapt Construct, Merge, Solve & Adapt
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Intelligent Computing in Carcinogenic Disease Detection Intelligent Computing in Carcinogenic Disease Detection
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Advanced Machine Learning with Evolutionary and Metaheuristic Techniques Advanced Machine Learning with Evolutionary and Metaheuristic Techniques
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Neural Networks with Model Compression Neural Networks with Model Compression
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Metaheuristics for Machine Learning Metaheuristics for Machine Learning
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