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Heart Rate Variability Analysis with the R package RHRV, Constantino Antonio Garc?a Mart?nez


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Цена: 8902.00р.
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Автор: Constantino Antonio Garc?a Mart?nez
Название:  Heart Rate Variability Analysis with the R package RHRV
ISBN: 9783031657528
Издательство: Springer
Классификация:


ISBN-10: 3031657527
Обложка/Формат: Soft cover
Страницы: 189
Вес: 0.32 кг.
Дата издания: 11.10.2024
Серия: Use R!
Язык: English
Издание: Second edition 2024
Иллюстрации: 34 illustrations, color; 21 illustrations, black and white; xiii, 189 p. 55 illus., 34 illus. in color.
Размер: 291 x 200 x 15
Ключевые слова: Biostatistics,Cardiology, Signal, Speech and Image Processing
Основная тема: Mathematics and Statistics
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This book introduces readers to the fundamental concepts of Heart Rate Variability (HRV) and its most important analysis algorithms using a hands-on approach based on the open-source RHRV software. HRV refers to the variation over time of the intervals between consecutive heartbeats. Despite its apparent simplicity, HRV is one of the most important markers of autonomic nervous system activity and it has been recognized as a useful predictor of several pathologies. The book discusses all the basic HRV topics, including the physiological contributions to HRV, clinical applications, HRV data acquisition, HRV data manipulation and HRV analysis using time-domain, frequency-domain, time-frequency, nonlinear and fractal techniques. Detailed examples based on real data sets are provided throughout the book to illustrate the algorithms and discuss the physiological implications of the results. Offering a comprehensive guide to analyzing beat information with RHRV, the book is intended for masters and Ph.D. students in various disciplines such as biomedical engineering, human and veterinary medicine, biology, and pharmacy, as well as researchers conducting heart rate variability analyses on both human and animal data. The second edition of the book has been updated to RHRV version 5.0. This version introduces a functionality to perform heart rate variability analysis on entire populations. This functionality automates and streamlines both the calculation of HRV indices in the time, frequency, and nonlinear domains, as well as the subsequent statistical analysis.
Дополнительное описание: - 1. Introduction to Heart Rate Variability.- 2. Loading, Plotting and Filtering RR Intervals.- 3. Time Domain Analysis.- 4. Frequency Domain Analysis.- 5. Nonlinear and Fractal Analysis.- 6. Comparing HRV across Different Se



Poincare Plot Methods for Heart Rate Variability Analysis

Название: Poincare Plot Methods for Heart Rate Variability Analysis
ISBN: 1461473748 ISBN-13(EAN): 9781461473749
Издательство: Springer
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Цена: 20123.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book presents the basis of Poincare plot and focus especially on traditional and new methods for analysing the geometry, temporal and spatial dynamics disclosed by the Poincare plot to evaluate heart rate variability (HRV).

Poincar? Plot Methods for Heart Rate Variability Analysis

Автор: Ahsan Habib Khandoker; Chandan Karmakar; Michael B
Название: Poincar? Plot Methods for Heart Rate Variability Analysis
ISBN: 1489988432 ISBN-13(EAN): 9781489988430
Издательство: Springer
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Цена: 12196.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: The Poincar? plot (named after Henri Poincar?) is a popular two-dimensional visualization tool for dynamic systems due to its intuitive display of the dynamic properties of a system from a time series. This book presents the basis of Poincar? plot and focus especially on traditional and new methods for analysing the geometry, temporal and spatial dynamics disclosed by the Poincar? plot to evaluate heart rate variability (HRV). Mathematical descriptors of Poincar? plot have been developed to quantify the autonomic nervous system activity (sympathetic and parasympathetic modulation of heart rate). Poincar? plot analysis has also been used in various clinical diagnostic settings like diabetes, chronic heart failure, chronic renal failure and sleep apnea syndrome. The primary aims of quantification of the Poincar? plots are to discriminate healthy physiological systems from pathological conditions and to classify the stage of a disease. The HRV analysis by Poincar? plot has opened up ample opportunities for important clinical and research applications. Therefore, the present book can be used either for self-study, as a supplement to courses in linear and nonlinear systems, or as a modern monograph by researchers in this field of HRV analysis.

Heart Rate Variability

Автор: Ernst
Название: Heart Rate Variability
ISBN: 1447143086 ISBN-13(EAN): 9781447143086
Издательство: Springer
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Цена: 18294.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book not only discusses clinical applications, but also links HRV to systems biology and theories of complexity. The book will be an example of using translational medicine (bench to bedside) where newest theoretical results are linked to newest clinical research.

Heart Rate Variability

Автор: Gernot Ernst
Название: Heart Rate Variability
ISBN: 1447169794 ISBN-13(EAN): 9781447169796
Издательство: Springer
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Цена: 13415.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book not only discusses clinical applications, but also links HRV to systems biology and theories of complexity. This publication should be interesting for several groups of clinicians and scientists, including cardiologists, anesthesiologists, intensivists and physiologists. Heart Rate Variability is in principle easy and cheap, making it interesting for all kind of hospitals and private practice. The book will be an example of using translational medicine (bench to bedside) where newest theoretical results are linked to newest clinical research.

ECG Time Series Variability Analysis

Название: ECG Time Series Variability Analysis
ISBN: 1482243474 ISBN-13(EAN): 9781482243475
Издательство: Taylor&Francis
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Цена: 26030.00 р.
Наличие на складе: Нет в наличии.

ECG Time Series Variability Analysis

Название: ECG Time Series Variability Analysis
ISBN: 0367870150 ISBN-13(EAN): 9780367870157
Издательство: Taylor&Francis
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Цена: 9339.00 р.
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Описание: Divided roughly into two sections, this book provides a brief history of the development of ECG along with heart rate variability (HRV) algorithms and the engineering innovations over the last decade in this area.

Nonlinear analysis for human movement variability

Название: Nonlinear analysis for human movement variability
ISBN: 1498703321 ISBN-13(EAN): 9781498703321
Издательство: Taylor&Francis
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Цена: 17609.00 р.
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Описание:

How Does the Body's Motor Control System Deal with Repetition?

While the presence of nonlinear dynamics can be explained and understood, it is difficult to be measured. A study of human movement variability with a focus on nonlinear dynamics, Nonlinear Analysis for Human Movement Variability, examines the characteristics of human movement within this framework, explores human movement in repetition, and explains how and why we analyze human movement data. It takes an in-depth look into the nonlinear dynamics of systems within and around us, investigates the temporal structure of variability, and discusses the properties of chaos and fractals as they relate to human movement.

Providing a foundation for the use of nonlinear analysis and the study of movement variability in practice, the book describes the nonlinear dynamical features found in complex biological and physical systems, and introduces key concepts that help determine and identify patterns within the fluctuations of data that are repeated over time. It presents commonly used methods and novel approaches to movement analysis that reveal intriguing properties of the motor control system and introduce new ways of thinking about variability, adaptability, health, and motor learning.

In addition, this text:

  • Demonstrates how nonlinear measures can be used in a variety of different tasks and populations
  • Presents a wide variety of nonlinear tools such as the Lyapunov exponent, surrogation, entropy, and fractal analysis
  • Includes examples from research on how nonlinear analysis can be used to understand real-world applications
  • Provides numerous case studies in postural control, gait, motor control, and motor development

Nonlinear Analysis for Human Movement Variability advances the field of human movement variability research by dissecting human movement and studying the role of movement variability. The book proposes new ways to use nonlinear analysis and investigate the temporal structure of variability, and enables engineers, movement scientists, clinicians, and those in related disciplines to effectively apply nonlinear analysis in practice.


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