Artificial Intelligence Applications for Health Care
商品資訊
ISBN13：9781032148472
出版社：PBKTYFRL
作者：Mitul Kumar (Maulana Azad National Inst of Tech Ahirwal Bhopal India); Narendra D. (National Inst of Tech Londhe Raipur India); Anil (PDPM-IIITDM Jabalpur Kumar India)
出版日：2024/11/29
裝訂／頁數：平裝／312頁
規格：15.6cm*23.4cm (高/寬)
商品簡介
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 Features
- Covers computational Intelligence techniques like artificial neural networks, deep neural networks, and optimization algorithms for Healthcare systems
- Provides 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.
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