Name: Machine Learning and the Internet of Medical Things in Healthcare (en Inglés)
Price: 259.18 USD
Availability: InStock
ISBN: 9780128212295

portada Machine Learning and the Internet of Medical Things in Healthcare (en Inglés)

Formato

Libro Físico

Editorial

Academic Press

Año

2021

Idioma

Inglés

N° páginas

290

Encuadernación

Tapa Blanda

ISBN13

9780128212295

N° edición

Categorías

Biotecnología

Machine Learning and the Internet of Medical Things in Healthcare (en Inglés)

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Origen: Estados Unidos (Costos de importación incluídos en el precio)

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Reseña del libro "Machine Learning and the Internet of Medical Things in Healthcare (en Inglés)"

Machine Learning and the Internet of Medical Things in Healthcare discusses the applications and challenges of machine learning for healthcare applications. The book provides a platform for presenting machine learning-enabled healthcare techniques and offers a mathematical and conceptual background of the latest technology. It describes machine learning techniques along with the emerging platform of the Internet of Medical Things used by practitioners and researchers worldwide. The book includes deep feed forward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology. It also presents the concepts of the Internet of Things, the set of technologies that develops traditional devices into smart devices. Finally, the book offers research perspectives, covering the convergence of machine learning and IoT. It also presents the application of these technologies in the development of healthcare frameworks.Provides an introduction to the Internet of Medical Things through the principles and applications of machine learningExplains the functions and applications of machine learning in various applications such as ultrasound imaging, biomedical signal processing, robotics, and biomechatronicsIncludes coverage of the evolution of healthcare applications with machine learning, including Clinical Decision Support Systems, artificial intelligence in biomedical engineering, and AI-enabled connected health informatics, supported by real-world case studies