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Published by Springer International Publishing AG, 2023
ISBN 10: 3031243668 ISBN 13: 9783031243660
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Published by Taylor and Francis Ltd, GB, 2024
ISBN 10: 1032148470 ISBN 13: 9781032148472
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Paperback. Condition: New. This book takes an interdisciplinary approach by covering topics on health care and artificial intelligence. Data sets related to biomedical signals (ECG, EEG, EMG) and images (X-rays, MRI, CT) are explored, analyzed, and processed through different computation intelligence methods. Applications of computational intelligence techniques like artificial and deep neural networks, swarm optimization, expert systems, decision support systems, clustering, and classification techniques on medial datasets are explained. Survey of medical signals, medial images, and computation intelligence methods are also provided in this book.Key FeaturesCovers computational Intelligence techniques like artificial neural networks, deep neural networks, and optimization algorithms for Healthcare systemsProvides easy understanding for concepts like signal and image filtering techniques Includes discussion over data preprocessing and classification problems Details studies with medical signal (ECG, EEG, EMG) and image (X-ray, FMRI, CT) datasets Describes evolution parameters such as accuracy, precision, and recall etc. This book is aimed at researchers and graduate students in medical signal and image processing, machine and deep learning, and healthcare technologies.
Language: English
Published by Taylor & Francis Ltd, 2024
ISBN 10: 1032148470 ISBN 13: 9781032148472
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Published by Springer International Publishing AG, Cham, 2023
ISBN 10: 3031243668 ISBN 13: 9783031243660
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First Edition
Paperback. Condition: new. Paperback. This two-volume set (CCIS 1762-1763) constitutes the refereed proceedings of the 4th International Conference on Machine Learning, Image Processing, Network Security and Data Sciences, MIND 2022, held in Bhopal, India, in December 2022. The 64 papers presented in this two-volume set were thoroughly reviewed and selected from 399 submissions. The papers are organized according to the following topical sections: machine learning and computational intelligence; data sciences; image processing and computer vision; network and cyber security. This two-volume set (CCIS 1762-1763) constitutes the refereed proceedings of the 4th International Conference on Machine Learning, Image Processing, Network Security and Data Sciences, MIND 2022, held in Bhopal, India, in December 2022. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.
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