Compressive Sensing in Healthcare

Compressive Sensing in Healthcare
Author: Mahdi Khosravy,Nilanjan Dey,Carlos A. Duque
Publsiher: Academic Press
Total Pages: 306
Release: 2020-05-18
ISBN 10: 0128212489
ISBN 13: 9780128212486
Language: EN, FR, DE, ES & NL

Compressive Sensing in Healthcare Book Review:

Compressive Sensing in Healthcare, part of the Advances in Ubiquitous Sensing Applications for Healthcare series gives a review on compressive sensing techniques in a practical way, also presenting deterministic compressive sensing techniques that can be used in the field. The focus of the book is on healthcare applications for this technology. It is intended for both the creators of this technology and the end users of these products. The content includes the use of EEG and ECG, plus hardware and software requirements for building projects. Body area networks and body sensor networks are explored. Provides a toolbox for compressive sensing in health, presenting both mathematical and coding information Presents an intuitive introduction to compressive sensing, including MATLAB tutorials Covers applications of compressive sensing in health care

Compressed Sensing Magnetic Resonance Image Reconstruction Algorithms

Compressed Sensing Magnetic Resonance Image Reconstruction Algorithms
Author: Bhabesh Deka,Sumit Datta
Publsiher: Springer
Total Pages: 122
Release: 2018-12-29
ISBN 10: 9811335974
ISBN 13: 9789811335976
Language: EN, FR, DE, ES & NL

Compressed Sensing Magnetic Resonance Image Reconstruction Algorithms Book Review:

This book presents a comprehensive review of the recent developments in fast L1-norm regularization-based compressed sensing (CS) magnetic resonance image reconstruction algorithms. Compressed sensing magnetic resonance imaging (CS-MRI) is able to reduce the scan time of MRI considerably as it is possible to reconstruct MR images from only a few measurements in the k-space; far below the requirements of the Nyquist sampling rate. L1-norm-based regularization problems can be solved efficiently using the state-of-the-art convex optimization techniques, which in general outperform the greedy techniques in terms of quality of reconstructions. Recently, fast convex optimization based reconstruction algorithms have been developed which are also able to achieve the benchmarks for the use of CS-MRI in clinical practice. This book enables graduate students, researchers, and medical practitioners working in the field of medical image processing, particularly in MRI to understand the need for the CS in MRI, and thereby how it could revolutionize the soft tissue imaging to benefit healthcare technology without making major changes in the existing scanner hardware. It would be particularly useful for researchers who have just entered into the exciting field of CS-MRI and would like to quickly go through the developments to date without diving into the detailed mathematical analysis. Finally, it also discusses recent trends and future research directions for implementation of CS-MRI in clinical practice, particularly in Bio- and Neuro-informatics applications.

Compressed Sensing Supplement

Compressed Sensing Supplement
Author: Anonim
Publsiher: Anonim
Total Pages: 329
Release: 2016
ISBN 10:
ISBN 13: OCLC:1075833321
Language: EN, FR, DE, ES & NL

Compressed Sensing Supplement Book Review:

Wireless Mobile Communication and Healthcare

Wireless Mobile Communication and Healthcare
Author: Balwant Godara,Konstantina S Nikita
Publsiher: Springer
Total Pages: 457
Release: 2013-04-03
ISBN 10: 3642378935
ISBN 13: 9783642378935
Language: EN, FR, DE, ES & NL

Wireless Mobile Communication and Healthcare Book Review:

This book constitutes the refereed proceedings of the Third International Conference on Wireless Mobile Communication and Healthcare, MobiHealth 2012, and of the two workshops: Workshop on Advances in Personalized Healthcare Services, Wearable Mobile Monitoring, and Social Media Pervasive Technologies (APHS 2012), and Workshop on Advances in Wireless Physical Layer Communications for Emerging Healthcare Applications (IWAWPLC 2012), all held in Paris, France, in November 2012. The 39 revised full papers presented were carefully reviewed and selected from 66 submissions. The papers are organized in topical sections covering wearable, outdoor and home-based applications; remote diagnosis and patient management; data processing; sensor devices and systems; biomedical monitoring in relation to society and the environment; body area networks; telemedicine systems for disease-specific applications; data collection and management; papers from the invited session "Implants"; papers from the IWAWPLC and APHS workshops.

Sensors for Health Monitoring

Sensors for Health Monitoring
Author: Nilanjan Dey,Jyotismita Chaki,Rajesh Kumar
Publsiher: Academic Press
Total Pages: 322
Release: 2019-09-09
ISBN 10: 012819362X
ISBN 13: 9780128193624
Language: EN, FR, DE, ES & NL

Sensors for Health Monitoring Book Review:

Sensors for Health Monitoring discusses the characteristics of U-Healthcare systems in different domains, providing a foundation for working professionals and undergraduate and postgraduate students. The book provides information and advice on how to choose the best sensors for a U-Healthcare system, advises and guides readers on how to overcome challenges relating to data acquisition and signal processing, and presents comprehensive coverage of up-to-date requirements in hardware, communication and calculation for next-generation uHealth systems. It then compares new technological and technical trends and discusses how they address expected u-Health requirements. In addition, detailed information on system operations is presented and challenges in ubiquitous computing are highlighted. The book not only helps beginners with a holistic approach toward understanding u-Health systems, but also presents researchers with the technological trends and design challenges they may face when designing such systems. Presents an outstanding update on the use of U-Health data analysis and management tools in different applications, highlighting sensor systems Highlights Internet of Things enabled U-Healthcare Covers different data transmission techniques, applications and challenges with extensive case studies for U-Healthcare systems

Healthcare Data Analytics

Healthcare Data Analytics
Author: Chandan K. Reddy,Charu C. Aggarwal
Publsiher: CRC Press
Total Pages: 760
Release: 2015-06-23
ISBN 10: 148223212X
ISBN 13: 9781482232127
Language: EN, FR, DE, ES & NL

Healthcare Data Analytics Book Review:

At the intersection of computer science and healthcare, data analytics has emerged as a promising tool for solving problems across many healthcare-related disciplines. Supplying a comprehensive overview of recent healthcare analytics research, Healthcare Data Analytics provides a clear understanding of the analytical techniques currently available to solve healthcare problems. The book details novel techniques for acquiring, handling, retrieving, and making best use of healthcare data. It analyzes recent developments in healthcare computing and discusses emerging technologies that can help improve the health and well-being of patients. Written by prominent researchers and experts working in the healthcare domain, the book sheds light on many of the computational challenges in the field of medical informatics. Each chapter in the book is structured as a "survey-style" article discussing the prominent research issues and the advances made on that research topic. The book is divided into three major categories: Healthcare Data Sources and Basic Analytics - details the various healthcare data sources and analytical techniques used in the processing and analysis of such data Advanced Data Analytics for Healthcare - covers advanced analytical methods, including clinical prediction models, temporal pattern mining methods, and visual analytics Applications and Practical Systems for Healthcare - covers the applications of data analytics to pervasive healthcare, fraud detection, and drug discovery along with systems for medical imaging and decision support Computer scientists are usually not trained in domain-specific medical concepts, whereas medical practitioners and researchers have limited exposure to the data analytics area. The contents of this book will help to bring together these diverse communities by carefully and comprehensively discussing the most relevant contributions from each domain.

Compressed Sensing for Privacy Preserving Data Processing

Compressed Sensing for Privacy Preserving Data Processing
Author: Matteo Testa,Diego Valsesia,Tiziano Bianchi,Enrico Magli
Publsiher: Springer
Total Pages: 91
Release: 2018-09-01
ISBN 10: 9811322791
ISBN 13: 9789811322792
Language: EN, FR, DE, ES & NL

Compressed Sensing for Privacy Preserving Data Processing Book Review:

The objective of this book is to provide the reader with a comprehensive survey of the topic compressed sensing in information retrieval and signal detection with privacy preserving functionality without compromising the performance of the embedding in terms of accuracy or computational efficiency. The reader is guided in exploring the topic by first establishing a shared knowledge about compressed sensing and how it is used nowadays. Then, clear models and definitions for its use as a cryptosystem and a privacy-preserving embedding are laid down, before tackling state-of-the-art results for both applications. The reader will conclude the book having learned that the current results in terms of security of compressed techniques allow it to be a very promising solution to many practical problems of interest. The book caters to a broad audience among researchers, scientists, or engineers with very diverse backgrounds, having interests in security, cryptography and privacy in information retrieval systems. Accompanying software is made available on the authors’ website to reproduce the experiments and techniques presented in the book. The only background required to the reader is a good knowledge of linear algebra, probability and information theory.

Future Wireless Networks and Information Systems

Future Wireless Networks and Information Systems
Author: Ying Zhang
Publsiher: Springer Science & Business Media
Total Pages: 776
Release: 2012-02-01
ISBN 10: 3642273238
ISBN 13: 9783642273230
Language: EN, FR, DE, ES & NL

Future Wireless Networks and Information Systems Book Review:

This volume contains revised and extended research articles written by prominent researchers participating in ICFWI 2011 conference. The 2011 International Conference on Future Wireless Networks and Information Systems (ICFWI 2011) has been held on November 30 ~ December 1, 2011, Macao, China. Topics covered include Wireless Information Networks, Wireless Networking Technologies, Mobile Software and Services, intelligent computing, network management, power engineering, control engineering, Signal and Image Processing, Machine Learning, Control Systems and Applications, The book will offer the states of arts of tremendous advances in Wireless Networks and Information Systems and also serve as an excellent reference work for researchers and graduate students working on Wireless Networks and Information Systems.

Sparse Representations and Compressive Sensing for Imaging and Vision

Sparse Representations and Compressive Sensing for Imaging and Vision
Author: Vishal M. Patel,Rama Chellappa
Publsiher: Springer Science & Business Media
Total Pages: 102
Release: 2013-02-11
ISBN 10: 1461463815
ISBN 13: 9781461463818
Language: EN, FR, DE, ES & NL

Sparse Representations and Compressive Sensing for Imaging and Vision Book Review:

Compressed sensing or compressive sensing is a new concept in signal processing where one measures a small number of non-adaptive linear combinations of the signal. These measurements are usually much smaller than the number of samples that define the signal. From these small numbers of measurements, the signal is then reconstructed by non-linear procedure. Compressed sensing has recently emerged as a powerful tool for efficiently processing data in non-traditional ways. In this book, we highlight some of the key mathematical insights underlying sparse representation and compressed sensing and illustrate the role of these theories in classical vision, imaging and biometrics problems.

Condition Monitoring with Vibration Signals

Condition Monitoring with Vibration Signals
Author: Asoke K. Nandi,Hosameldin Ahmed
Publsiher: John Wiley & Sons
Total Pages: 440
Release: 2019-12-23
ISBN 10: 1119544629
ISBN 13: 9781119544623
Language: EN, FR, DE, ES & NL

Condition Monitoring with Vibration Signals Book Review:

Provides an extensive, up-to-date treatment of techniques used for machine condition monitoring Clear and concise throughout, this accessible book is the first to be wholly devoted to the field of condition monitoring for rotating machines using vibration signals. It covers various feature extraction, feature selection, and classification methods as well as their applications to machine vibration datasets. It also presents new methods including machine learning and compressive sampling, which help to improve safety, reliability, and performance. Condition Monitoring with Vibration Signals: Compressive Sampling and Learning Algorithms for Rotating Machines starts by introducing readers to Vibration Analysis Techniques and Machine Condition Monitoring (MCM). It then offers readers sections covering: Rotating Machine Condition Monitoring using Learning Algorithms; Classification Algorithms; and New Fault Diagnosis Frameworks designed for MCM. Readers will learn signal processing in the time-frequency domain, methods for linear subspace learning, and the basic principles of the learning method Artificial Neural Network (ANN). They will also discover recent trends of deep learning in the field of machine condition monitoring, new feature learning frameworks based on compressive sampling, subspace learning techniques for machine condition monitoring, and much more. Covers the fundamental as well as the state-of-the-art approaches to machine condition monitoringguiding readers from the basics of rotating machines to the generation of knowledge using vibration signals Provides new methods, including machine learning and compressive sampling, which offer significant improvements in accuracy with reduced computational costs Features learning algorithms that can be used for fault diagnosis and prognosis Includes previously and recently developed dimensionality reduction techniques and classification algorithms Condition Monitoring with Vibration Signals: Compressive Sampling and Learning Algorithms for Rotating Machines is an excellent book for research students, postgraduate students, industrial practitioners, and researchers.

Biomedical Signal Analysis for Connected Healthcare

Biomedical Signal Analysis for Connected Healthcare
Author: Sridhar Krishnan
Publsiher: Academic Press
Total Pages: 270
Release: 2019-06-15
ISBN 10: 9780128130865
ISBN 13: 0128130865
Language: EN, FR, DE, ES & NL

Biomedical Signal Analysis for Connected Healthcare Book Review:

Biomedical Signal Analysis for Connected Healthcare provides rigorous coverage on several generations of techniques, including time domain approaches for event detection, spectral analysis for interpretation of clinical events of interest, time-varying signal processing for understanding dynamical aspects of complex biomedical systems, the application of machine learning principles in enhanced clinical decision-making, the application of sparse techniques and compressive sensing in providing low-power applications that are essential for wearable designs, the emerging paradigms of the Internet of Things, and connected healthcare. Provides comprehensive coverage of biomedical engineering, technologies, and healthcare applications of various physiological signals Covers vital signals, including ECG, EEG, EMG and body sounds Includes case studies and MATLAB code for selected applications

Handbook of Mathematical Methods in Imaging

Handbook of Mathematical Methods in Imaging
Author: Otmar Scherzer
Publsiher: Springer Science & Business Media
Total Pages: 1512
Release: 2010-11-23
ISBN 10: 0387929193
ISBN 13: 9780387929194
Language: EN, FR, DE, ES & NL

Handbook of Mathematical Methods in Imaging Book Review:

The Handbook of Mathematical Methods in Imaging provides a comprehensive treatment of the mathematical techniques used in imaging science. The material is grouped into two central themes, namely, Inverse Problems (Algorithmic Reconstruction) and Signal and Image Processing. Each section within the themes covers applications (modeling), mathematics, numerical methods (using a case example) and open questions. Written by experts in the area, the presentation is mathematically rigorous. The entries are cross-referenced for easy navigation through connected topics. Available in both print and electronic forms, the handbook is enhanced by more than 150 illustrations and an extended bibliography. It will benefit students, scientists and researchers in applied mathematics. Engineers and computer scientists working in imaging will also find this handbook useful.

Compressed Sensing

Compressed Sensing
Author: Yonina C. Eldar,Gitta Kutyniok
Publsiher: Cambridge University Press
Total Pages: 329
Release: 2012-05-17
ISBN 10: 1107394392
ISBN 13: 9781107394391
Language: EN, FR, DE, ES & NL

Compressed Sensing Book Review:

Compressed sensing is an exciting, rapidly growing field, attracting considerable attention in electrical engineering, applied mathematics, statistics and computer science. This book provides the first detailed introduction to the subject, highlighting recent theoretical advances and a range of applications, as well as outlining numerous remaining research challenges. After a thorough review of the basic theory, many cutting-edge techniques are presented, including advanced signal modeling, sub-Nyquist sampling of analog signals, non-asymptotic analysis of random matrices, adaptive sensing, greedy algorithms and use of graphical models. All chapters are written by leading researchers in the field, and consistent style and notation are utilized throughout. Key background information and clear definitions make this an ideal resource for researchers, graduate students and practitioners wanting to join this exciting research area. It can also serve as a supplementary textbook for courses on computer vision, coding theory, signal processing, image processing and algorithms for efficient data processing.

Medical Imaging Concepts Methodologies Tools and Applications

Medical Imaging  Concepts  Methodologies  Tools  and Applications
Author: Management Association, Information Resources
Publsiher: IGI Global
Total Pages: 2081
Release: 2016-07-18
ISBN 10: 1522505725
ISBN 13: 9781522505723
Language: EN, FR, DE, ES & NL

Medical Imaging Concepts Methodologies Tools and Applications Book Review:

Medical imaging has transformed the ways in which various conditions, injuries, and diseases are identified, monitored, and treated. As various types of digital visual representations continue to advance and improve, new opportunities for their use in medical practice will likewise evolve. Medical Imaging: Concepts, Methodologies, Tools, and Applications presents a compendium of research on digital imaging technologies in a variety of healthcare settings. This multi-volume work contains practical examples of implementation, emerging trends, case studies, and technological innovations essential for using imaging technologies for making medical decisions. This comprehensive publication is an essential resource for medical practitioners, digital imaging technologists, researchers, and medical students.

Innovation in Health Informatics

Innovation in Health Informatics
Author: Miltiadis D. Lytras,Akila Sarirete
Publsiher: Academic Press
Total Pages: 440
Release: 2019-11-13
ISBN 10: 0128190442
ISBN 13: 9780128190449
Language: EN, FR, DE, ES & NL

Innovation in Health Informatics Book Review:

Innovation in Health Informatics: A Smart Healthcare Primer explains how the most recent advances in information and communication technologies have paved the way for new breakthroughs in healthcare. The book showcases current and prospective applications in a context defined by an imperative to deliver efficient, patient-centered and sustainable healthcare systems. Topics discussed include big data, medical data analytics, artificial intelligence, machine learning, virtual and augmented reality, 5g and sensors, Internet of Things, nanotechnologies and biotechnologies. Additionally, there is a discussion on social issues and policy- making for the implementation of smart healthcare. This book is a valuable resource for undergraduate and graduate students, practitioners, researchers, clinicians and data scientists who are interested in how to explore the intersections between bioinformatics and health informatics. Provides a holistic discussion on the new landscape of medical technologies, including big data, analytics, artificial intelligence, machine learning, virtual and augmented reality, 5g and sensors, Internet of Things, nanotechnologies and biotechnologies Presents a case study driven approach, with references to real-world applications and systems Discusses topics with a research-oriented approach that aims to promote research skills and competencies of readers

Biomedical Image Analysis and Mining Techniques for Improved Health Outcomes

Biomedical Image Analysis and Mining Techniques for Improved Health Outcomes
Author: Karâa, Wahiba Ben Abdessalem
Publsiher: IGI Global
Total Pages: 335
Release: 2015-11-03
ISBN 10: 1466688122
ISBN 13: 9781466688124
Language: EN, FR, DE, ES & NL

Biomedical Image Analysis and Mining Techniques for Improved Health Outcomes Book Review:

Every second, users produce large amounts of image data from medical and satellite imaging systems. Image mining techniques that are capable of extracting useful information from image data are becoming increasingly useful, especially in medicine and the health sciences. Biomedical Image Analysis and Mining Techniques for Improved Health Outcomes addresses major techniques regarding image processing as a tool for disease identification and diagnosis, as well as treatment recommendation. Highlighting current research intended to advance the medical field, this publication is essential for use by researchers, advanced-level students, academicians, medical professionals, and technology developers. An essential addition to the reference material available in the field of medicine, this timely publication covers a range of applied research on data mining, image processing, computational simulation, data visualization, and image retrieval.

Sensors Applications Sensors in Medicine and Health Care

Sensors Applications  Sensors in Medicine and Health Care
Author: J. Hesse,J. W. Gardner
Publsiher: Wiley-VCH
Total Pages: 420
Release: 2004-08-20
ISBN 10:
ISBN 13: UOM:39015061011295
Language: EN, FR, DE, ES & NL

Sensors Applications Sensors in Medicine and Health Care Book Review:

Taken as a whole, this series covers all major fields of application for commercial sensors, as well as their manufacturing techniques and major types. As such the series does not treat bulk sensors, but rather places strong emphasis on microsensors, microsystems and integrated electronic sensor packages. Each of the individual volumes is tailored to the needs and queries of readers from the relevant branch of industry. A review of applications for point-of-care diagnostics, their integration into portable systems and the comfortable, easy-to-use sensors that allow patients to monitor themselves at home. The book covers such advanced topics as minimal invasive surgery, implantable sensors and prostheses, as well as biocompatible sensing.

Smart Healthcare

Smart Healthcare
Author: Hongxu Yin,Ayten Ozge Akmandor,Arsalan Mosenia,Niraj K. Jha
Publsiher: Foundations and Trends (R) in Electronic Design Automation
Total Pages: 80
Release: 2018-05-30
ISBN 10: 9781680834406
ISBN 13: 1680834401
Language: EN, FR, DE, ES & NL

Smart Healthcare Book Review:

Defines a standard framework for smart healthcare aimed at both daily and clinical settings. Discusses various considerations and challenges that should be taken into account while designing smart healthcare systems.

Advanced Electronic Circuits

Advanced Electronic Circuits
Author: Mingbo Niu
Publsiher: BoD – Books on Demand
Total Pages: 194
Release: 2018-06-13
ISBN 10: 1789232066
ISBN 13: 9781789232066
Language: EN, FR, DE, ES & NL

Advanced Electronic Circuits Book Review:

This research book volume offers an important learning opportunity with insights into a variety of emerging electronic circuit aspects, such as new materials, energy harvesting architectures, and compressive sensing technique. Advanced circuit technologies are extremely powerful and developed rapidly. They change industry. They change lives. And we know they can change the world. The exhibition on these new and exciting topics will benefit readers in related fields.

Security and Privacy Issues in IoT Devices and Sensor Networks

Security and Privacy Issues in IoT Devices and Sensor Networks
Author: Sudhir Kumar Sharma,Bharat Bhushan,Narayan C. Debnath
Publsiher: Academic Press
Total Pages: 334
Release: 2020-10-23
ISBN 10: 0128232226
ISBN 13: 9780128232224
Language: EN, FR, DE, ES & NL

Security and Privacy Issues in IoT Devices and Sensor Networks Book Review:

Security and Privacy Issues in IoT Devices and Sensor Networks investigates security breach issues in IoT and sensor networks, exploring various solutions. The book follows a two-fold approach, first focusing on the fundamentals and theory surrounding sensor networks and IoT security. It then explores practical solutions that can be implemented to develop security for these elements, providing case studies to enhance understanding. Machine learning techniques are covered, as well as other security paradigms, such as cloud security and cryptocurrency technologies. The book highlights how these techniques can be applied to identify attacks and vulnerabilities, preserve privacy, and enhance data security. This in-depth reference is ideal for industry professionals dealing with WSN and IoT systems who want to enhance the security of these systems. Additionally, researchers, material developers and technology specialists dealing with the multifarious aspects of data privacy and security enhancement will benefit from the book's comprehensive information. Provides insights into the latest research trends and theory in the field of sensor networks and IoT security Presents machine learning-based solutions for data security enhancement Discusses the challenges to implement various security techniques Informs on how analytics can be used in security and privacy