| 000 | nam3i | |
| 001 | 2210080919636 | |
| 003 | MiAaPQ | |
| 005 | 20230630113123 | |
| 006 | m o d | | |
| 007 | cr cnu|||||||| | |
| 008 | 230630s2017 xx o ||||0 eng d | |
| 020 | ▼a9783319653556▼q(electronic bk.) | |
| 020 | ▼z9783319653549 | |
| 035 | ▼a(MiAaPQ)EBC5049922 | |
| 035 | ▼a(Au-PeEL)EBL5049922 | |
| 035 | ▼a(CaPaEBR)ebr11443510 | |
| 035 | ▼a(OCoLC)1004377882 | |
| 040 | ▼aMiAaPQ▼beng▼erda▼epn▼cMiAaPQ▼dMiAaPQ▼d221008 | |
| 050 | ▼aQH323.5 | |
| 082 | ▼a519.5 | |
| 100 | ▼aGarcía Martínez, Constantino Antonio. | |
| 245 | 00 | ▼aHeart Rate Variability Analysis with the R Package RHRV. |
| 250 | ▼a1st ed. | |
| 264 | ▼aCham :▼bSpringer International Publishing AG,▼c2017. | |
| 264 | ▼c©2017. | |
| 300 | ▼a1 online resource (173 pages) | |
| 336 | ▼atext▼btxt▼2rdacontent | |
| 337 | ▼acomputer▼bc▼2rdamedia | |
| 338 | ▼aonline resource▼bcr▼2rdacarrier | |
| 490 | ▼aUse R! Series | |
| 505 | ▼aIntro -- Foreword -- Preface -- Contents -- Acronyms -- 1 Introduction to Heart Rate Variability -- 1.1 Historical Perspective -- 1.2 Physiological Basis -- 1.2.1 Cardiac Output and Heart Rate -- 1.2.2 Autonomous Nervous System -- 1.2.3 Autonomous Nervous System and Heart Rate Regulation -- 1.2.4 Nonlinear Dynamics of the Heart -- 1.3 Clinical Applications -- 1.3.1 Monitoring -- 1.3.2 Acute Care -- 1.3.3 Chronic Disorders -- References -- 2 Loading, Plotting, and Filtering RR Intervals -- 2.1 Getting Started -- 2.2 Data File Format -- 2.3 Loading Beat Series into RHRV -- 2.4 Preprocessing -- 2.4.1 Instantaneous Heart Rate Signal Extraction -- 2.4.2 Removing Artifacts -- 2.4.3 Interpolation of the Heart Rate Signal -- 2.5 Preprocessing Beat Data with RHRV -- References -- 3 Time-Domain Analysis -- 3.1 Time-Domain Measures -- 3.2 Time-Domain Analysis with RHRV -- 3.3 Changes in HRV Time-Based Statistics Under Pathological Conditions -- References -- 4 Frequency Domain Analysis -- 4.1 Frequency Components of the HRV -- 4.2 Frequency Analysis Techniques -- 4.2.1 Frequency Analysis of Stationary Signals -- 4.2.2 Frequency Analysis of Nonstationary Signals -- 4.3 Frequency Domain Analysis with RHRV -- 4.3.1 Frequency Analysis of Stationary Signals -- 4.3.2 Frequency Analysis of Nonstationary Signals -- 4.4 Changes in HRV Frequency-Based Statistics Under Pathological Conditions -- References -- 5 Nonlinear and Fractal Analysis -- 5.1 An Overview of Nonlinear Dynamics -- 5.2 Chaotic Nonlinear Statistics -- 5.2.1 Nonlinearity Tests -- 5.2.2 Phase Space Reconstruction -- 5.2.3 Correlation Dimension -- 5.2.4 Generalized Correlation Dimension and Information Dimension -- 5.2.5 Kolmogorov-Sinai Entropy -- 5.2.6 Maximal Lyapunov Exponent -- 5.2.7 Recurrence Quantification Analysis (RQA) -- 5.2.8 Poincaré Plot -- 5.3 An Overview of Fractal Dynamics. | |
| 505 | ▼a5.3.1 Detrended Fluctuation Analysis -- 5.3.2 Power Spectral Density Analysis -- 5.4 Chaotic Nonlinear Analysis with RHRV -- 5.4.1 Nonlinearity Tests -- 5.4.2 Phase Space Reconstruction -- 5.4.3 Nonlinear Statistics Computation -- 5.4.4 Generalized Correlation Dimension and Information Dimension -- 5.4.5 Sample Entropy -- 5.4.6 Maximal Lyapunov Exponent -- 5.4.7 RQA -- 5.4.8 Poincaré Plot -- 5.5 Fractal Analysis with RHRV -- 5.5.1 Detrended Fluctuation Analysis -- 5.5.2 Power Spectral Analysis -- 5.6 Nonlinear and Fractal Analysis of HRV Under Pathological Conditions -- 5.7 Some Final Remarks Regarding HRV Analysis with Chaotic and Fractal Techniques -- References -- 6 Comparing HRV Variability Across Different Segments of a Recording -- 6.1 Episodes and Physiological Events -- 6.2 Using Episodes in RHRV -- 6.2.1 Managing Episodes in a HR Record -- 6.3 Using Episodes in Plots -- 6.4 Making Use of Episodes in HRV Analysis -- 6.5 An Example -- 6.6 Clinical Applications of HRV Analysis by Episodes -- References -- 7 Putting It All Together, a Practical Example -- 7.1 Problem Statement -- 7.2 Methodology -- 7.2.1 Database Description -- 7.2.2 Applying HRV Analysis -- References -- A Installing RHRV -- A.1 RHRV Installation -- B How do I Get a Series of RR Intervals from a Clinical/Biological Experiment? -- B.1 QRS Detectors -- B.2 Signal Conditioning -- B.3 Creating a WFDB-Compatible Record -- B.4 Creating a Beat Annotation File -- B.5 Extracting RR Intervals from an Annotation File -- B.6 Interpolation -- Index. | |
| 588 | ▼aDescription based on publisher supplied metadata and other sources. | |
| 590 | ▼aElectronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2023. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries. | |
| 650 | ▼aHeart beat. | |
| 655 | ▼aElectronic books. | |
| 700 | ▼aOtero Quintana, Abraham. | |
| 700 | ▼aVila, Xosé A. | |
| 700 | ▼aLado Touriño, María José. | |
| 700 | ▼aRodríguez-Liñares, Leandro. | |
| 700 | ▼aRodríguez Presedo, Jesús María. | |
| 700 | ▼aMéndez Penín, Arturo José. | |
| 776 | ▼iPrint version:▼aGarcía Martínez, Constantino Antonio▼tHeart Rate Variability Analysis with the R Package RHRV▼dCham : Springer International Publishing AG,c2017▼z9783319653549 | |
| 797 | ▼aProQuest (Firm) | |
| 830 | ▼aUse R! Series | |
| 856 | ▼uhttps://ebookcentral.proquest.com/lib/dongakr/detail.action?docID=5049922▼zClick to View |
Heart Rate Variability Analysis with the R Package RHRV
Material type
전자책
Title
Heart Rate Variability Analysis with the R Package RHRV
Author's Name
판 사항
1st ed.
Physical Description
1 online resource (173 pages)
ISBN
관련 URL
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MMissing Book Request
CClosed Stack Request
IInter-Campus Loan
CPriority Cataloging
PPrint
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