Artificial intelligence and machine learning for healthcare. Vol. 1, Image and data analytics / Chee-Peng Lim, Ashlesha Vaidya, Yen-Wei Chen, Tejasvi Jain, Lakhmi C. Jaim, editors.
2023
R859.7.A78
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Title
Artificial intelligence and machine learning for healthcare. Vol. 1, Image and data analytics / Chee-Peng Lim, Ashlesha Vaidya, Yen-Wei Chen, Tejasvi Jain, Lakhmi C. Jaim, editors.
ISBN
9783031111549 (electronic bk.)
3031111540 (electronic bk.)
9783031111532
3031111532
3031111540 (electronic bk.)
9783031111532
3031111532
Published
Cham : Springer, [2023]
Language
English
Description
1 online resource : illustrations (black and white, and color).
Item Number
10.1007/978-3-031-11154-9 doi
Call Number
R859.7.A78
Dewey Decimal Classification
610.28563
Summary
Artificial intelligence (AI) and machine learning (ML) have transformed many standard and conventional methods in undertaking health and well-being issues of humans. AL/ML-based systems and tools play a critical role in this digital and big data era to address a variety of medical and healthcare problems, improving treatments and quality of care for patients. This edition on AI and ML for healthcare consists of two volumes. The first presents selected AI and ML studies on medical imaging and healthcare data analytics, while the second unveils emerging methodologies and trends in AI and ML for delivering better medical treatments and healthcare services in the future. In this first volume, progresses in AI and ML technologies for medical image, video, and signal processing as well as health information and data analytics are presented. These selected studies offer readers theoretical and practical knowledge and ideas pertaining to recent advances in AI and ML for effective and efficient image and data analytics, leading to state-of-the-art AI and ML technologies for advancing the healthcare sector.
Bibliography, etc. Note
Includes bibliographical references.
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Source of Description
Description based on print version record.
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Series
Intelligent systems reference library ; v. 228.
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Table of Contents
An Introduction to Artificial Intelligence in Healthcare
Radiomics: Approach to Precision Medicine
Artificial Intelligence Based Strategies for Data-Driven Radial MRI. .
Radiomics: Approach to Precision Medicine
Artificial Intelligence Based Strategies for Data-Driven Radial MRI. .