Compressive Sensing in Healthcare

Written By Mahdi Khosravy
Compressive Sensing in Healthcare
  • Publsiher : Academic Press
  • Release : 03 June 2020
  • ISBN : 0128212470
  • Pages : 306 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Compressive Sensing in Healthcare written by Mahdi Khosravy which was release on 03 June 2020, this book published by Academic Press. Available in PDF, EPUB and Kindle Format. Book excerpt: 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

Compressive Sensing in Healthcare

Compressive Sensing in Healthcare
  • Author : Mahdi Khosravy,Nilanjan Dey,Carlos A. Duque
  • Publisher : Academic Press
  • Release Date : 2020-06-03
  • Total pages : 306
  • ISBN : 0128212470
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Summary : 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 ...

Compressive Sensing in Healthcare

Compressive Sensing in Healthcare
  • Author : Mahdi Khosravy,Nilanjan Dey,Carlos A. Duque
  • Publisher : Academic Press
  • Release Date : 2020-05-18
  • Total pages : 306
  • ISBN : 0128212470
GET BOOK

Summary : 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 ...

Compressed Sensing Supplement

Compressed Sensing Supplement
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2016
  • Total pages : 212
  • ISBN : 0128212470
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Summary : Download or read online Compressed Sensing Supplement written by , published by which was released on 2016. Get Compressed Sensing Supplement Books now! Available in PDF, ePub and Kindle....

Compressive Sensing of Earth Observations

Compressive Sensing of Earth Observations
  • Author : C.H. Chen
  • Publisher : CRC Press
  • Release Date : 2017-05-25
  • Total pages : 366
  • ISBN : 0128212470
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Summary : Future remote sensing systems will make extensive use of Compressive Sensing (CS) as it becomes more integrated into the system design with increased high resolution sensor developments and the rising earth observation data generated each year. Written by leading experts in the field Compressive Sensing of Earth Observations provides a ...

Understanding the Practical Limitations of Applying Analog Compressed Sensing Systems to ECG Signals

Understanding the Practical Limitations of Applying Analog Compressed Sensing Systems to ECG Signals
  • Author : Anna Marie Rogers Dixon
  • Publisher : Unknown
  • Release Date : 2012
  • Total pages : 113
  • ISBN : 0128212470
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Summary : Body area networks (BAN), networks of wearable and wireless physiological sensors, are expected to have a profound positive impact in healthcare. The bio-signal sensors are equipped with ultra-low power radios communicating to a BAN personal base station, and ultimately the healthcare provider. Most of the power dissipated in a state-of-the-art ...

Compressed Sensing Magnetic Resonance Image Reconstruction Algorithms

Compressed Sensing Magnetic Resonance Image Reconstruction Algorithms
  • Author : Bhabesh Deka,Sumit Datta
  • Publisher : Springer
  • Release Date : 2018-12-29
  • Total pages : 122
  • ISBN : 0128212470
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Summary : 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 ...

Biomedical Signal Analysis for Connected Healthcare

Biomedical Signal Analysis for Connected Healthcare
  • Author : Sridhar Krishnan
  • Publisher : Elsevier
  • Release Date : 2021-07-02
  • Total pages : 334
  • ISBN : 0128212470
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Summary : 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 ...

Adapted Compressed Sensing for Effective Hardware Implementations

Adapted Compressed Sensing for Effective Hardware Implementations
  • Author : Mauro Mangia,Fabio Pareschi,Valerio Cambareri,Riccardo Rovatti,Gianluca Setti
  • Publisher : Springer
  • Release Date : 2017-07-14
  • Total pages : 319
  • ISBN : 0128212470
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Summary : This book describes algorithmic methods and hardware implementations that aim to help realize the promise of Compressed Sensing (CS), namely the ability to reconstruct high-dimensional signals from a properly chosen low-dimensional “portrait”. The authors describe a design flow and some low-resource physical realizations of sensing systems based on CS. They ...

Hybrid and Advanced Compression Techniques for Medical Images

Hybrid and Advanced Compression Techniques for Medical Images
  • Author : Rohit M. Thanki,Ashish Kothari
  • Publisher : Springer
  • Release Date : 2019-02-22
  • Total pages : 95
  • ISBN : 0128212470
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Summary : This book introduces advanced and hybrid compression techniques specifically used for medical images. The book discusses conventional compression and compressive sensing (CS) theory based approaches that are designed and implemented using various image transforms, such as: Discrete Fourier Transform (DFT), Discrete Cosine Transform (DCT), Discrete Wavelet Transform (DWT), and Singular ...

Compressed Sensing and its Applications

Compressed Sensing and its Applications
  • Author : Holger Boche,Robert Calderbank,Gitta Kutyniok,Jan Vybíral
  • Publisher : Birkhäuser
  • Release Date : 2015-07-04
  • Total pages : 472
  • ISBN : 0128212470
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Summary : Since publication of the initial papers in 2006, compressed sensing has captured the imagination of the international signal processing community, and the mathematical foundations are nowadays quite well understood. Parallel to the progress in mathematics, the potential applications of compressed sensing have been explored by many international groups of, in particular, ...

PM2 5 Monitoring with Participatory Sensing and Compressive Sensing

PM2 5 Monitoring with Participatory Sensing and Compressive Sensing
  • Author : 李晉宇
  • Publisher : Unknown
  • Release Date : 2017
  • Total pages : 36
  • ISBN : 0128212470
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Summary : Download or read online PM2 5 Monitoring with Participatory Sensing and Compressive Sensing written by 李晉宇, published by which was released on 2017. Get PM2 5 Monitoring with Participatory Sensing and Compressive Sensing Books now! Available in PDF, ePub and Kindle....

Wireless Mobile Communication and Healthcare

Wireless Mobile Communication and Healthcare
  • Author : Balwant Godara,Konstantina S Nikita
  • Publisher : Springer
  • Release Date : 2013-04-03
  • Total pages : 457
  • ISBN : 0128212470
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Summary : 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 ...

Compressed Sensing for Engineers

Compressed Sensing for Engineers
  • Author : Angshul Majumdar
  • Publisher : CRC Press
  • Release Date : 2018-12-07
  • Total pages : 268
  • ISBN : 0128212470
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Summary : Compressed Sensing (CS) in theory deals with the problem of recovering a sparse signal from an under-determined system of linear equations. The topic is of immense practical significance since all naturally occurring signals can be sparsely represented in some domain. In recent years, CS has helped reduce scan time in ...

Healthcare Data Analytics

Healthcare Data Analytics
  • Author : Chandan K. Reddy,Charu C. Aggarwal
  • Publisher : CRC Press
  • Release Date : 2015-06-23
  • Total pages : 760
  • ISBN : 0128212470
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Summary : 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 ...

Health Informatics A Computational Perspective in Healthcare

Health Informatics  A Computational Perspective in Healthcare
  • Author : Ripon Patgiri
  • Publisher : Springer Nature
  • Release Date : 2021-08-05
  • Total pages : 212
  • ISBN : 0128212470
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Summary : Download or read online Health Informatics A Computational Perspective in Healthcare written by Ripon Patgiri, published by Springer Nature which was released on . Get Health Informatics A Computational Perspective in Healthcare Books now! Available in PDF, ePub and Kindle....