Machine Learning and the Internet of Medical Things in Healthcare

Written By Krishna Kant Singh
Machine Learning and the Internet of Medical Things in Healthcare
  • Publsiher : Academic Press
  • Release : 26 April 2021
  • ISBN : 012823217X
  • Pages : 290 pages
  • Rating : /5 from reviews
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Download or read book entitled Machine Learning and the Internet of Medical Things in Healthcare by author: Krishna Kant Singh which was release on 26 April 2021 and published by Academic Press with total page 290 pages . This book available in PDF, EPUB and Kindle Format. 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 learning Explains the functions and applications of machine learning in various applications such as ultrasound imaging, biomedical signal processing, robotics, and biomechatronics Includes 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

Machine Learning and the Internet of Medical Things in Healthcare

Machine Learning and the Internet of Medical Things in Healthcare
  • Author : Krishna Kant Singh,Mohamed Elhoseny,Akansha Singh,Ahmed A. Elngar
  • Publisher : Academic Press
  • Release Date : 2021-04-26
  • Total pages : 290
  • ISBN : 012823217X
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Summary : 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 ...

Cognitive Internet of Medical Things for Smart Healthcare

Cognitive Internet of Medical Things for Smart Healthcare
  • Author : Aboul Ella Hassanien,Aditya Khamparia,Deepak Gupta,K. Shankar,Adam Slowik
  • Publisher : Springer
  • Release Date : 2020-10-20
  • Total pages : 227
  • ISBN : 012823217X
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Summary : This book aims to provide a detailed understanding of IoMT-supported applications while engaging premium smart computing methods and improved algorithms in the field of computer science. It contains thirteen chapters discussing various applications under the umbrella of the Internet of Medical Things. These applications geared towards IoMT cloud analysis, machine ...

Medical Big Data and Internet of Medical Things

Medical Big Data and Internet of Medical Things
  • Author : Aboul Ella Hassanien,Nilanjan Dey,Surekha Borra
  • Publisher : CRC Press
  • Release Date : 2018-10-25
  • Total pages : 340
  • ISBN : 012823217X
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Summary : Big data and the Internet of Things (IoT) play a vital role in prediction systems used in biological and medical applications, particularly for resolving issues related to disease biology at different scales. Modelling and integrating medical big data with the IoT helps in building effective prediction systems for automatic recommendations ...

Internet of Medical Things

Internet of Medical Things
  • Author : D. Jude Hemanth,J. Anitha,George A. Tsihrintzis
  • Publisher : Springer Nature
  • Release Date : 2021-04-13
  • Total pages : 265
  • ISBN : 012823217X
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Summary : This book looks at the growing segment of Internet of Things technology (IoT) known as Internet of Medical Things (IoMT), an automated system that aids in bridging the gap between isolated and rural communities and the critical healthcare services that are available in more populated and urban areas. Many technological ...

Cognitive Internet of Medical Things for Smart Healthcare

Cognitive Internet of Medical Things for Smart Healthcare
  • Author : Aboul Ella Hassanien
  • Publisher : Springer Nature
  • Release Date : 2021-07-26
  • Total pages : 212
  • ISBN : 012823217X
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Summary : Read online Cognitive Internet of Medical Things for Smart Healthcare written by Aboul Ella Hassanien, published by Springer Nature which was released on . Download full Cognitive Internet of Medical Things for Smart Healthcare Books now! Available in PDF, ePub and Kindle....

Artificial Intelligence for the Internet of Health Things

Artificial Intelligence for the Internet of Health Things
  • Author : K. Shankar,Eswaran Perumal,Deepak Gupta
  • Publisher : CRC Press
  • Release Date : 2021-05-10
  • Total pages : 216
  • ISBN : 012823217X
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Summary : This book discusses research in Artificial Intelligence for the Internet of Health Things. It investigates and explores the possible applications of machine learning, deep learning, soft computing, and evolutionary computing techniques in design, implementation, and optimization of challenging healthcare solutions. This book features a wide range of topics such as ...

Internet of Medical Things for Smart Healthcare

Internet of Medical Things for Smart Healthcare
  • Author : Chinmay Chakraborty,Amit Banerjee,Lalit Garg,Joel J. P. C. Rodrigues
  • Publisher : Springer Nature
  • Release Date : 2020-12-11
  • Total pages : 305
  • ISBN : 012823217X
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Summary : This book covers COVID-19 related research works and focuses on recent advances in the Internet of Things (IoT) in smart healthcare technologies. It includes reviews and original works on COVID-19 in terms of e-healthcare, medicine technology, life support systems, fast detection, diagnoses, developed technologies and innovative solutions, bioinformatics, datasets, apps ...

Internet of Things IoT Technologies for HealthCare

Internet of Things  IoT  Technologies for HealthCare
  • Author : Mobyen Uddin Ahmed,Shahina Begum,Jean-Baptiste Fasquel
  • Publisher : Springer
  • Release Date : 2018-02-16
  • Total pages : 121
  • ISBN : 012823217X
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Summary : This book constitutes the proceedings of the Fourth International Conference on Internet of Things (IoT) Technologies for HealthCare, HealthyIoT 2017, held in Angers, France, in October 2017. The IoT as a set of existing and emerging technologies, notions and services can provide many solutions to delivery of electronic healthcare, patient care, and ...

Machine Learning for Critical Internet of Medical Things

Machine Learning for Critical Internet of Medical Things
  • Author : Fadi Al-Turjman,Anand Nayyar
  • Publisher : Springer
  • Release Date : 2021-11-11
  • Total pages : 212
  • ISBN : 012823217X
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Summary : This book discusses the applications, challenges, and future trends of machine learning in medical domain, including both basic and advanced topics. The book presents how machine learning is helpful in smooth conduction of administrative processes in hospitals, in treating infectious diseases, and in personalized medical treatments. The authors show how ...

Artificial Intelligence for the Internet of Health Things

Artificial Intelligence for the Internet of Health Things
  • Author : K. Shankar,Eswaran Perumal,Deepak Gupta
  • Publisher : CRC Press
  • Release Date : 2021-05-10
  • Total pages : 216
  • ISBN : 012823217X
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Summary : This book discusses research in Artificial Intelligence for the Internet of Health Things. It investigates and explores the possible applications of machine learning, deep learning, soft computing, and evolutionary computing techniques in design, implementation, and optimization of challenging healthcare solutions. This book features a wide range of topics such as ...

Incorporating the Internet of Things in Healthcare Applications and Wearable Devices

Incorporating the Internet of Things in Healthcare Applications and Wearable Devices
  • Author : Pankajavalli, P. B.,Karthick, G. S.
  • Publisher : IGI Global
  • Release Date : 2019-10-11
  • Total pages : 288
  • ISBN : 012823217X
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Summary : The internet of things (IoT) has had a major impact on academic and industrial fields. Applying these technologies to healthcare systems reduces medical costs while enriching the patient-centric approach to medicine, allowing for better overall healthcare proficiency. However, usage of IoT in healthcare is still suffering from significant challenges with ...

Machine Learning and AI for Healthcare

Machine Learning and AI for Healthcare
  • Author : Arjun Panesar
  • Publisher : Apress
  • Release Date : 2019-02-04
  • Total pages : 368
  • ISBN : 012823217X
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Summary : Explore the theory and practical applications of artificial intelligence (AI) and machine learning in healthcare. This book offers a guided tour of machine learning algorithms, architecture design, and applications of learning in healthcare and big data challenges. You’ll discover the ethical implications of healthcare data analytics and the future ...

Evolving Role of AI and IoMT in the Healthcare Market

Evolving Role of AI and IoMT in the Healthcare Market
  • Author : Fadi Al-Turjman,Manoj Kumar,Thompson Stephan,Akashdeep Bhardwaj
  • Publisher : Springer
  • Release Date : 2021-10-09
  • Total pages : 212
  • ISBN : 012823217X
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Summary : This book is a proficient guide to understanding artificial intelligence (IoT) and the Internet of Medical Things (IOMT) in healthcare. The book provides a comprehensive study on the applications of AI and IOT in various medical domains. The book shows how the implementation of innovative solutions in healthcare is always ...

Public Health and Informatics

Public Health and Informatics
  • Author : J. Mantas,L. Stoicu-Tivadar,C. Chronaki
  • Publisher : IOS Press
  • Release Date : 2021-07
  • Total pages : 1182
  • ISBN : 012823217X
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Summary : For several years now, both eHealth applications and digitalization have been seen as fundamental to the new era of health informatics and public health. The current pandemic situation has also highlighted the importance of medical informatics for the scientific process of evidence-based reasoning and decision making at all levels of ...

Green Computing and Predictive Analytics for Healthcare

Green Computing and Predictive Analytics for Healthcare
  • Author : Sourav Banerjee,Chinmay Chakraborty,Kousik Dasgupta
  • Publisher : CRC Press
  • Release Date : 2020-12-10
  • Total pages : 190
  • ISBN : 012823217X
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Summary : Green Computing and Predictive Analytics for Healthcare excavates the rudimentary concepts of Green Computing, Big Data and the Internet of Things along with the latest research development in the domain of healthcare. It also covers various applications and case studies in the field of computer science with state-of-the-art tools and ...