Machine Learning and the Internet of Medical Things in Healthcare

Book Machine Learning and the Internet of Medical Things in Healthcare Cover

Read or download book entitled Machine Learning and the Internet of Medical Things in Healthcare written by Krishna Kant Singh and published by Academic Press in PDF, EPUB and Kindle Format. Click Get This Book button to download or read online books. Join over 650.000 happy Readers and READ as many books as you like. We cannot guarantee that Machine Learning and the Internet of Medical Things in Healthcare book is available in the library.

  • Publisher : Academic Press
  • Release : 26 April 2021
  • ISBN : 9780128232170
  • Page : 290 pages
  • Rating : 4.5/5 from 103 voters

Download Machine Learning and the Internet of Medical Things in Healthcare in PDF, Epub and Kindle

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

GET THIS BOOK

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
  • ISBN : 9780128232170
GET THIS BOOKMachine Learning and the Internet of Medical Things in Healthcare

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

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
  • ISBN : 9781000374292
GET THIS BOOKArtificial Intelligence for the Internet of Health Things

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 AI techniques, IoT, cloud, wearables, and secured data transmission. Written for a broad audience, this book will be useful for clinicians, health professionals, engineers, technology developers, IT consultants, researchers, and

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
  • ISBN : 9789811580970
GET THIS BOOKInternet of Medical Things for Smart Healthcare

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 for diagnosis, solutions for monitoring and control of the spread of COVID-19, among other topics. The book covers comprehensive studies from bioelectronics and biomedical engineering, artificial intelligence, and big data

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 : 2022-02-04
  • ISBN : 3030809277
GET THIS BOOKMachine Learning for Critical Internet of Medical Things

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 machine learning can also help make fast and more accurate disease diagnoses, easily identify patients, help in new types of therapies or treatments, model small-molecule drugs in pharmaceutical sector, and

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 Nature
  • Release Date : 2020-10-19
  • ISBN : 9783030558338
GET THIS BOOKCognitive Internet of Medical Things for Smart Healthcare

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 learning, computer vision and deep learning have enabled the evaluation of the proposed solutions.

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
  • ISBN : 9783030639372
GET THIS BOOKInternet of Medical Things

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 aspects of IoMT are still being researched and developed, with the objective of minimizing the cost and improving the performance of the overall healthcare system. This book focuses on innovative

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
  • ISBN : 9781351030366
GET THIS BOOKMedical Big Data and Internet of Medical Things

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 of diagnosis and treatment. The ability to mine, process, analyse, characterize, classify and cluster a variety and wide volume of medical data is a challenging task. There is a great

Healthcare Systems and Health Informatics

Healthcare Systems and Health Informatics
  • Author : Pawan Singh Mehra,Lalit Mohan Goyal,Arvind Dagur,Anshu Kumar Dwivedi
  • Publisher : CRC Press
  • Release Date : 2022-02-21
  • ISBN : 9781000541472
GET THIS BOOKHealthcare Systems and Health Informatics

This book covers the fundamentals of IoT and healthcare systems for carrying out system architectures, protocols, wearable devices, and interoperability. It explores major challenges in artificial intelligence (AI) and smart computing in resource-constrained IoT-based applications along with cost, energy efficiency, and the availability of quality service. Healthcare Systems and Health Informatics: Using Internet of Things explores the role of AI and smart computing in health informatics and healthcare with an emphasis on clinical data management and analysis for precise prediction

Integrating Artificial Intelligence and IoT for Advanced Health Informatics

Integrating Artificial Intelligence and IoT for Advanced Health Informatics
  • Author : Carmela Comito
  • Publisher : Springer Nature
  • Release Date : 2022
  • ISBN : 9783030911812
GET THIS BOOKIntegrating Artificial Intelligence and IoT for Advanced Health Informatics

The book covers the integration of Internet of Things (IoT) and Artificial Intelligence (AI) to tackle applications in smart healthcare. The authors discuss efficient means to collect, monitor, control, optimize, model, and predict healthcare data using AI and IoT. The book presents the many advantages and improvements in the smart healthcare field, in which ubiquitous computing and traditional computational methods alone are often inadequate. AI techniques are presented that play a crucial role in dealing with large amounts of heterogeneous,

Artificial Intelligence and Internet of Things

Artificial Intelligence and Internet of Things
  • Author : Lalit Mohan Goyal,Tanzila Saba,Amjad Rehman,Souad Larabi-Marie-Sainte
  • Publisher : CRC Press
  • Release Date : 2021-08-25
  • ISBN : 9781000386257
GET THIS BOOKArtificial Intelligence and Internet of Things

This book reveals the applications of AI and IoT in smart healthcare and medical systems. It provides core principles, algorithms, protocols, emerging trends, security problems, and the latest e-healthcare services findings. The book also provides case studies and discusses how AI and IoT applications such as wireless devices, sensors, and deep learning could play a major role in assisting patients, doctors, and pharmaceutical staff. It focuses on how to use AI and IoT to keep patients safe and healthy and,

Efficient Data Handling for Massive Internet of Medical Things

Efficient Data Handling for Massive Internet of Medical Things
  • Author : Chinmay Chakraborty,Uttam Ghosh,Vinayakumar Ravi,Yogesh Shelke
  • Publisher : Springer Nature
  • Release Date : 2021-09-01
  • ISBN : 9783030666330
GET THIS BOOKEfficient Data Handling for Massive Internet of Medical Things

This book focuses on recent advances and different research areas in multi-modal data fusion under healthcare informatics and seeks out theoretical, methodological, well-established and validated empirical work dealing with these different topics. This book brings together the latest industrial and academic progress, research, and development efforts within the rapidly maturing health informatics ecosystem. Contributions highlight emerging data fusion topics that support prospective healthcare applications. The book also presents various technologies and concerns regarding energy aware and secure sensors and how

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
  • ISBN : 9781799810919
GET THIS BOOKIncorporating the Internet of Things in Healthcare Applications and Wearable Devices

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 respect to the cost and accuracy of medical sensors, non-standard IoT system architectures, assorted wearable devices, the huge volume of generated data, and interoperability issues. Incorporating the Internet of Things

Digital Health Transformation with Blockchain and Artificial Intelligence

Digital Health Transformation with Blockchain and Artificial Intelligence
  • Author : Chinmay Chakraborty
  • Publisher : CRC Press
  • Release Date : 2022-05-11
  • ISBN : 9781000580945
GET THIS BOOKDigital Health Transformation with Blockchain and Artificial Intelligence

The book Digital Health Transformation with Blockchain and Artificial Intelligence covers the global digital revolution in the field of healthcare sector. The population has been overcoming the COVID-19 period; therefore, we need to establish intelligent digital healthcare systems using various emerging technologies like Blockchain and Artificial Intelligence. Internet of Medical Things is the technological revolution that has included the element of "smartness" in the healthcare industry and also identifying, monitoring, and informing service providers about the patient’s clinical information

Artificial Intelligence in Healthcare

Artificial Intelligence in Healthcare
  • Author : Adam Bohr,Kaveh Memarzadeh
  • Publisher : Academic Press
  • Release Date : 2020-06-21
  • ISBN : 9780128184394
GET THIS BOOKArtificial Intelligence in Healthcare

Artificial Intelligence (AI) in Healthcare is more than a comprehensive introduction to artificial intelligence as a tool in the generation and analysis of healthcare data. The book is split into two sections where the first section describes the current healthcare challenges and the rise of AI in this arena. The ten following chapters are written by specialists in each area, covering the whole healthcare ecosystem. First, the AI applications in drug design and drug development are presented followed by its

The Internet of Medical Things

The Internet of Medical Things
  • Author : Subhendu Kumar Pani,Priyadarsan Patra,Gianluigi Ferrari,Radoslava Kraleva,Xinheng Wang
  • Publisher : IET
  • Release Date : 2021-12-22
  • ISBN : 9781839532733
GET THIS BOOKThe Internet of Medical Things

Written by a range of researchers and practitioners in the field of IoT, data mining, and machine learning, this edited book provides a systemic review of trends, challenges and future directions of IoMT enabling technologies, such as machine learning, wireless communications, and network security.