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Compressive sensing in health care /
The focus of the book is on healthcare applications for this technology. --
| Clasificación: | Libro Electrónico |
|---|---|
| Otros Autores: | , , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
London :
Academic Press,
2020.
|
| Colección: | Advances in ubiquitous sensing applications for healthcare.
|
| Temas: | |
| Acceso en línea: | Texto completo |
MARC
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|---|---|---|---|
| 001 | SCIDIR_on1155163035 | ||
| 003 | OCoLC | ||
| 005 | 20231120010452.0 | ||
| 006 | m o d | ||
| 007 | cr |n||||||||| | ||
| 008 | 200524s2020 enk o 001 0 eng d | ||
| 040 | |a YDX |b eng |e pn |c YDX |d OPELS |d OCLCF |d UKMGB |d EBLCP |d NLE |d OCLCO |d OCLCA |d OCLCO |d OCLCQ |d OCLCO |d SFB |d K6U |d OCLCQ |d OCLCO | ||
| 015 | |a GBC036838 |2 bnb | ||
| 016 | 7 | |a 019738505 |2 Uk | |
| 020 | |a 9780128212486 |q (electronic bk.) | ||
| 020 | |a 0128212489 |q (electronic bk.) | ||
| 020 | |z 9780128212479 | ||
| 020 | |z 0128212470 | ||
| 035 | |a (OCoLC)1155163035 | ||
| 050 | 4 | |a TA1638 | |
| 082 | 0 | 4 | |a 621.382/2 |2 23 |
| 245 | 0 | 0 | |a Compressive sensing in health care / |c edited by Mahdi Khosravy, Nilanjan Dey, Carlos A. Duque. |
| 260 | |a London : |b Academic Press, |c 2020. | ||
| 300 | |a 1 online resource | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 490 | 1 | |a Advances in ubiquitous sensing applications for healthcare | |
| 500 | |a Includes index. | ||
| 505 | 0 | |a Front Cover -- Compressive Sensing in Healthcare -- Copyright -- Contents -- List of contributors -- 1 Compressive sensing theoretical foundations in a nutshell -- 1.1 Introduction -- 1.2 Digital signal acquisition -- 1.3 Vectorial representation of signal -- l1 norm -- l2 norm -- l norm -- Spheres made by different lp norms as distance criterion -- Basis/dictionary -- Orthonormal basis/dictionary -- Frame/ over-complete dictionary -- Alternate/dual frame -- 1.4 Sparsity -- k-sparse signal -- Non-linearity of sparsity -- Sparsity and compressibility -- 1.5 Compressive sensing | |
| 505 | 8 | |a Compressive sensing model -- 1.6 Essential properties of compressive sensing matrix -- 1.6.1 Null space property (NSP) -- The essence of the concept of recovery -- Maximum compression in compressive sensing (lower bound of m) -- 1.6.2 Restricted isometry property -- 1.6.3 Coherence a simple way to check NSP -- Relation between coherence and spark of a matrix -- Coherence approach to RIP -- 1.7 Summary -- 1.A -- Null space property of order 2k -- References -- 2 Recovery in compressive sensing: a review -- 2.1 Introduction -- 2.1.1 Compressive sensing formulation | |
| 505 | 8 | |a 2.2 Criteria required for a compressive sensing matrix -- 2.2.1 Null space property -- Null space property of order k -- 2.2.1.1 Uniqueness theorem [46] -- Maximum compression in compressive sensing -- 2.2.2 Restricted isometry property -- 2.2.3 Coherence property -- 2.2.3.1 Coherence and spark of a matrix -- 2.2.3.2 The upper bound of sparsity level -- 2.3 Recovery -- 2.3.1 Recovery via minimization of l1 norm -- 2.3.2 Greedy algorithms -- 2.3.2.1 Pursuits -- 2.3.2.2 Matching pursuit -- 2.3.2.3 Orthogonal matching pursuit -- 2.3.2.4 Iterative hard thresholding -- 2.4 Summary -- References | |
| 505 | 8 | |a Measure SGini -- 3.5 Summary -- References -- 4 Compressive sensing in practice and potential advancements -- 4.1 Introduction -- 4.2 Compressive sensing theory -- 4.3 Example compressive sensing implementations -- 4.3.1 Compressive sensing in physiological signal monitoring -- In the eld application results -- 4.3.2 Compressive sensing in THEMIS imaging -- In-the- eld application results -- 4.4 Review of CS literature -- 4.4.1 Practical manifestations of theoretical bounds -- 4.5 Advancements in compressive sensing -- 4.5.1 Personalized basis -- Challenges | |
| 520 | |a The focus of the book is on healthcare applications for this technology. -- |c Edited summary from book. | ||
| 650 | 0 | |a Compressed sensing (Telecommunication) | |
| 650 | 0 | |a Medical innovations. | |
| 650 | 1 | 2 | |a Biosensing Techniques |0 (DNLM)D015374 |
| 650 | 6 | |a Acquisition comprim�ee. |0 (CaQQLa)000299156 | |
| 650 | 6 | |a M�edecine |x Innovations. |0 (CaQQLa)201-0046524 | |
| 650 | 7 | |a Compressed sensing (Telecommunication) |2 fast |0 (OCoLC)fst01921915 | |
| 650 | 7 | |a Medical innovations |2 fast |0 (OCoLC)fst01014181 | |
| 700 | 1 | |a Khosravy, Mahdi. | |
| 700 | 1 | |a Dey, Nilanjan, |d 1984- | |
| 700 | 1 | |a Duque, Carlos A. | |
| 776 | 0 | 8 | |i Ebook version : |z 9780128212486 |
| 776 | 0 | 8 | |i Print version: |t Compressive sensing in health care. |d London : Academic Press, 2020 |z 0128212470 |z 9780128212479 |w (OCoLC)1122451466 |
| 830 | 0 | |a Advances in ubiquitous sensing applications for healthcare. | |
| 856 | 4 | 0 | |u https://sciencedirect.uam.elogim.com/science/book/9780128212479 |z Texto completo |