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 : /5 from reviews
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Download or read book entitled Compressive Sensing in Healthcare by author: Mahdi Khosravy which was release on 03 June 2020 and published by Academic Press with total page 306 pages . This book available in PDF, EPUB and Kindle Format. 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 ...

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 ...

Compressed Sensing Supplement

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

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 ...

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 ...

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 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 ...

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 : Read online PM2 5 Monitoring with Participatory Sensing and Compressive Sensing written by 李晉宇, published by which was released on 2017. Download full PM2 5 Monitoring with Participatory Sensing and Compressive Sensing Books now! Available in PDF, ePub and Kindle....

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 ...

Medical Signals Alignment and Privacy Protection Using Belief Propagation and Compressed Sensing

Medical Signals Alignment and Privacy Protection Using Belief Propagation and Compressed Sensing
  • Author : Aminmohammad Roozgard
  • Publisher : Unknown
  • Release Date : 2014
  • Total pages : 170
  • ISBN : 0128212470
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Summary : Read online Medical Signals Alignment and Privacy Protection Using Belief Propagation and Compressed Sensing written by Aminmohammad Roozgard, published by which was released on 2014. Download full Medical Signals Alignment and Privacy Protection Using Belief Propagation and Compressed Sensing Books now! Available in PDF, ePub and Kindle....

New and Improved Compressive Sampling Schemes for Medical Imaging

New and Improved Compressive Sampling Schemes for Medical Imaging
  • Author : Amal Chaturvedi
  • Publisher : Unknown
  • Release Date : 2012
  • Total pages : 96
  • ISBN : 0128212470
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Summary : Compressed Sensing reconstructs the signal / image from a significantly less number of samples violating the Nyquist criteria. It exploits the sparsity present in the signal /image. Medical Imaging techniques like MRI (Magnetic Resonance Imaging), MRA (Magnetic Resonance Angiography), PET (Positron Emission Tomography) and MRSI (Magnetic Resonance Spectroscopic Imaging) are very ...

Power Optimization for Medical Sensing Systems

Power Optimization for Medical Sensing Systems
  • Author : Jun Luan
  • Publisher : Unknown
  • Release Date : 2016
  • Total pages : 124
  • ISBN : 0128212470
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Summary : Medical sensing system collect and analyze the patients' physiological data for monitoring, aid or diagnostic purposes. System designers are faced with stringent requirements on not only correctness and safety but also power. Reference designs and multi-purpose platforms help to significantly shorten the development cycle.This work takes a cross-layer, system-level, ...

Big Data

Big Data
  • Author : Charl Janse Van Rensburg
  • Publisher : Unknown
  • Release Date : 2017
  • Total pages : 246
  • ISBN : 0128212470
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Summary : In recent times Big Data has been talked about in many areas, ranging from information technology, to government and healthcare, and to business. Big Data is changing the world we live in in many respects, especially as data of the individual becomes available in forms which it has not been ...

Time domain Compressive Beamforming for Medical Ultrasound Imaging

Time domain Compressive Beamforming for Medical Ultrasound Imaging
  • Author : Guillaume David
  • Publisher : Unknown
  • Release Date : 2016
  • Total pages : 212
  • ISBN : 0128212470
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Summary : In this thesis, we define a mathematical framework for the beamforming of ultrasonic data compatible with Compressive Sensing. Then, we investigate its capabilities on simple simulations in terms of resolution and super-resolution. Finally, we adapt t-CBF to real-life ultrasonic data. In particular, we reconstruct 2D cardiac images at a frame ...