Data Analytics in Biomedical Engineering and Healthcare

Written By Kun Chang Lee
Data Analytics in Biomedical Engineering and Healthcare
  • Publsiher : Academic Press
  • Release : 23 October 2020
  • ISBN : 0128193158
  • Pages : 292 pages
  • Rating : 4/5 from 21 reviews
GET THIS BOOKData Analytics in Biomedical Engineering and Healthcare


Read or download book entitled Data Analytics in Biomedical Engineering and Healthcare written by Kun Chang Lee which was release on 23 October 2020, this book published by Academic Press. Available in PDF, EPUB and Kindle Format. Book excerpt: Data Analytics in Biomedical Engineering and Healthcare explores key applications using data analytics, machine learning, and deep learning in health sciences and biomedical data. The book is useful for those working with big data analytics in biomedical research, medical industries, and medical research scientists. The book covers health analytics, data science, and machine and deep learning applications for biomedical data, covering areas such as predictive health analysis, electronic health records, medical image analysis, computational drug discovery, and genome structure prediction using predictive modeling. Case studies demonstrate big data applications in healthcare using the MapReduce and Hadoop frameworks. Examines the development and application of data analytics applications in biomedical data Presents innovative classification and regression models for predicting various diseases Discusses genome structure prediction using predictive modeling Shows readers how to develop clinical decision support systems Shows researchers and specialists how to use hybrid learning for better medical diagnosis, including case studies of healthcare applications using the MapReduce and Hadoop frameworks

Data Analytics in Biomedical Engineering and Healthcare

Data Analytics in Biomedical Engineering and Healthcare
  • Author : Kun Chang Lee,Sanjiban Sekhar Roy,Pijush Samui,Vijay Kumar
  • Publisher : Academic Press
  • Release Date : 2020-10-23
  • Total pages : 292
  • ISBN : 0128193158
GET BOOK

Summary : Data Analytics in Biomedical Engineering and Healthcare explores key applications using data analytics, machine learning, and deep learning in health sciences and biomedical data. The book is useful for those working with big data analytics in biomedical research, medical industries, and medical research scientists. The book covers health analytics, data ...

Big Data Analytics in Bioinformatics and Healthcare

Big Data Analytics in Bioinformatics and Healthcare
  • Author : Wang, Baoying
  • Publisher : IGI Global
  • Release Date : 2014-10-31
  • Total pages : 528
  • ISBN : 0128193158
GET BOOK

Summary : As technology evolves and electronic data becomes more complex, digital medical record management and analysis becomes a challenge. In order to discover patterns and make relevant predictions based on large data sets, researchers and medical professionals must find new methods to analyze and extract relevant health information. Big Data Analytics ...

Deep Learning for Data Analytics

Deep Learning for Data Analytics
  • Author : Himansu Das,Chittaranjan Pradhan,Nilanjan Dey
  • Publisher : Academic Press
  • Release Date : 2020-05-29
  • Total pages : 218
  • ISBN : 0128193158
GET BOOK

Summary : Deep learning, a branch of Artificial Intelligence and machine learning, has led to new approaches to solving problems in a variety of domains including data science, data analytics and biomedical engineering. Deep Learning for Data Analytics: Foundations, Biomedical Applications and Challenges provides readers with a focused approach for the design ...

Data Analytics in Medicine Concepts Methodologies Tools and Applications

Data Analytics in Medicine  Concepts  Methodologies  Tools  and Applications
  • Author : Management Association, Information Resources
  • Publisher : IGI Global
  • Release Date : 2019-12-06
  • Total pages : 2071
  • ISBN : 0128193158
GET BOOK

Summary : Advancements in data science have created opportunities to sort, manage, and analyze large amounts of data more effectively and efficiently. Applying these new technologies to the healthcare industry, which has vast quantities of patient and medical data and is increasingly becoming more data-reliant, is crucial for refining medical practices and ...

Handbook of Computational Intelligence in Biomedical Engineering and Healthcare

Handbook of Computational Intelligence in Biomedical Engineering and Healthcare
  • Author : Janmenjoy Nayak,Bighnaraj Naik,Danilo Pelusi,Asit Kumar Das
  • Publisher : Academic Press
  • Release Date : 2021-04-08
  • Total pages : 396
  • ISBN : 0128193158
GET BOOK

Summary : Handbook of Computational Intelligence in Biomedical Engineering and Healthcare helps readers analyze and conduct advanced research in specialty healthcare applications surrounding oncology, genomics and genetic data, ontologies construction, bio-memetic systems, biomedical electronics, protein structure prediction, and biomedical data analysis. The book provides the reader with a comprehensive guide to advanced ...

Internet of Things in Biomedical Engineering

Internet of Things in Biomedical Engineering
  • Author : Valentina E. Balas,Le Hoang Son,Sudan Jha,Manju Khari,Raghvendra Kumar
  • Publisher : Academic Press
  • Release Date : 2019-06-14
  • Total pages : 379
  • ISBN : 0128193158
GET BOOK

Summary : Internet of Things in Biomedical Engineering presents the most current research in Internet of Things (IoT) applications for clinical patient monitoring and treatment. The book takes a systems-level approach for both human-factors and the technical aspects of networking, databases and privacy. Sections delve into the latest advances and cutting-edge technologies, ...

Biomedical Engineering Tools for Management for Patients with COVID 19

Biomedical Engineering Tools for Management for Patients with COVID 19
  • Author : Valentina Emilia Balas,Oana Geman,Guojun Wang,Muhammad Arif,Octavian Adrian Postolache
  • Publisher : Academic Press
  • Release Date : 2021-06-25
  • Total pages : 216
  • ISBN : 0128193158
GET BOOK

Summary : Biomedical Engineering Tools for Management of Patients with COVID-19 presents biomedical engineering tools under research (and in development) that can be used for the management of COVID-19 patients, along with BME tools in the global environment that curtail and prevent the spread of the virus. BME tools covered in the ...

Smart Computational Intelligence in Biomedical and Health Informatics

Smart Computational Intelligence in Biomedical and Health Informatics
  • Author : Amit Kumar Manocha,Mandeep Singh,Shruti Jain,Vishal Jain
  • Publisher : CRC Press
  • Release Date : 2021-09-27
  • Total pages : 202
  • ISBN : 0128193158
GET BOOK

Summary : Smart Computational Intelligence in Biomedical and Health Informatics presents state-of-the-art innovations; research, design, and implementation of methodological and algorithmic solutions to data processing problems, including analysis of evolving trends in health informatics and computer-aided diagnosis. This book describes practical, applications-led research regarding the use of methods and devices in clinical ...

Handbook of Data Science Approaches for Biomedical Engineering

Handbook of Data Science Approaches for Biomedical Engineering
  • Author : Valentina E. Balas,Vijender Kumar Solanki,Raghvendra Kumar,Manju Khari
  • Publisher : Academic Press
  • Release Date : 2019-11-13
  • Total pages : 318
  • ISBN : 0128193158
GET BOOK

Summary : Handbook of Data Science Approaches for Biomedical Engineering covers the research issues and concepts of biomedical engineering progress and the ways they are aligning with the latest technologies in IoT and big data. In addition, the book includes various real-time/offline medical applications that directly or indirectly rely on medical ...

Biomedical Engineering

Biomedical Engineering
  • Author : Sang C. Suh,Varadraj Gurupur,Murat M. Tanik
  • Publisher : Springer Science & Business Media
  • Release Date : 2011-08-23
  • Total pages : 285
  • ISBN : 0128193158
GET BOOK

Summary : Biomedical Engineering: Health Care Systems, Technology and Techniques is an edited volume with contributions from world experts. It provides readers with unique contributions related to current research and future healthcare systems. Practitioners and researchers focused on computer science, bioinformatics, engineering and medicine will find this book a valuable reference....

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 : 0128193158
GET BOOK

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 ...

Health Informatics Meets EHealth

Health Informatics Meets EHealth
  • Author : G. Schreier,D. Hayn
  • Publisher : IOS Press
  • Release Date : 2018-05-18
  • Total pages : 360
  • ISBN : 0128193158
GET BOOK

Summary : Biomedical engineering and health informatics are closely related to each other, and it is often difficult to tell where one ends and the other begins, but ICT systems in healthcare and biomedical systems and devices are already becoming increasingly interconnected, and share the common entity of data. This is something ...

Internet of Things for Healthcare Technologies

Internet of Things for Healthcare Technologies
  • Author : Chinmay Chakraborty,Amit Banerjee,Maheshkumar H. Kolekar,Lalit Garg,Basabi Chakraborty
  • Publisher : Springer Nature
  • Release Date : 2020-06-08
  • Total pages : 324
  • ISBN : 0128193158
GET BOOK

Summary : This book focuses on recent advances in the Internet of Things (IoT) in biomedical and healthcare technologies, presenting theoretical, methodological, well-established, and validated empirical work in these fields. Artificial intelligence and IoT are set to revolutionize all industries, but perhaps none so much as health care. Both biomedicine and machine ...

Healthcare Analytics

Healthcare Analytics
  • Author : Hui Yang,Eva K. Lee
  • Publisher : John Wiley & Sons
  • Release Date : 2016-10-13
  • Total pages : 632
  • ISBN : 0128193158
GET BOOK

Summary : Features of statistical and operational research methods and tools being used to improve the healthcare industry With a focus on cutting-edge approaches to the quickly growing field of healthcare, Healthcare Analytics: From Data to Knowledge to Healthcare Improvement provides an integrated and comprehensive treatment on recent research advancements in data-driven ...

Big Data Analysis for Green Computing

Big Data Analysis for Green Computing
  • Author : Rohit Sharma,Dilip Kumar Sharma,Dhowmya Bhatt,Binh Thai Pham
  • Publisher : CRC Press
  • Release Date : 2021-11-26
  • Total pages : 186
  • ISBN : 0128193158
GET BOOK

Summary : This book focuses on big data in business intelligence, data management, machine learning, cloud computing, and smart cities. It also provides an interdisciplinary platform to present and discuss recent innovations, trends, and concerns in the fields of big data and analytics. Big Data Analysis for Green Computing: Concepts and Applications ...