Automated Analysis Of The Oximetry Signal To Simplify The Diagnosis Of Pediatric Sleep Apnea

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Automated Analysis of the Oximetry Signal to Simplify the Diagnosis of Pediatric Sleep Apnea

Author : Fernando Vaquerizo Villar
Publisher : Springer Nature
ISBN 13 : 3031328329
Total Pages : 104 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Automated Analysis of the Oximetry Signal to Simplify the Diagnosis of Pediatric Sleep Apnea by : Fernando Vaquerizo Villar

Download or read book Automated Analysis of the Oximetry Signal to Simplify the Diagnosis of Pediatric Sleep Apnea written by Fernando Vaquerizo Villar and published by Springer Nature. This book was released on 2023-07-03 with total page 104 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes the application of novel signal processing algorithms to improve the diagnostic capability of the blood oxygen saturation signal (SpO2) from nocturnal oximetry in the simplification of pediatric obstructive sleep apnea (OSA) diagnosis. For this purpose, 3196 SpO2 recordings from three different databases were analyzed using feature-engineering and deep-learning methodologies. Particularly, three novel feature extraction algorithms (bispectrum, wavelet, and detrended fluctuation analysis), as well as a novel deep-learning architecture based on convolutional neural networks are proposed. The proposed feature-engineering and deep-learning models outperformed conventional features from the oximetry signal, as well as state-of-the-art approaches. On the one hand, this book shows that bispectrum, wavelet, and detrended fluctuation analysis can be used to characterize changes in the SpO2 signal caused by apneic events in pediatric subjects. On the other hand, it demonstrates that deep-learning algorithms can learn complex features from oximetry dynamics that allow to enhance the diagnostic capability of nocturnal oximetry in the context of childhood OSA. All in all, this book offers a comprehensive and timely guide to the use of signal processing and AI methods in the diagnosis of pediatric OSA, including novel methodological insights concerning the automated analysis of the oximetry signal. It also discusses some open questions for future research.

Pediatric Sleep Medicine

Author : David Gozal
Publisher : Springer Nature
ISBN 13 : 3030655741
Total Pages : 719 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Pediatric Sleep Medicine by : David Gozal

Download or read book Pediatric Sleep Medicine written by David Gozal and published by Springer Nature. This book was released on 2021-04-15 with total page 719 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides comprehensive coverage of all aspects related to pediatric sleep and its associated disorders. It addresses the ontogeny and maturational aspects of physiological sleep and circadian rhythms, as well as the effects of sleep on the various organ systems as a function of development. Organized into nine sections, the book begins with a basic introduction to sleep, and proceeds into an extensive coverage of normative sleep and functional homeostasis. Part three then concisely examines the humoral and developmental aspects of sleep, namely the emerging role of metabolic tissue and the intestinal microbiota in regulation. Parts four, five, and six discuss diagnoses methods, techniques in sleep measurement, and specific aspects of pharmacotherapy and ventilator support for the pediatric patient. Various sleep disorders are explored in part seven, followed by an in-depth analysis of obstructive sleep apnea in part eight. The book concludes with discussions on the presence of sleep issues in other disorders such as Down syndrome, obesity, cystic fibrosis, and asthma. Written by recognized leaders in the field, Pediatric Sleep Medicine facilitates an extensive learning experience for practicing physicians who encounter specific sleep-related issues in their practice.

Advances in the Diagnosis and Treatment of Sleep Apnea

Author : Thomas Penzel
Publisher : Springer Nature
ISBN 13 : 3031064135
Total Pages : 387 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Advances in the Diagnosis and Treatment of Sleep Apnea by : Thomas Penzel

Download or read book Advances in the Diagnosis and Treatment of Sleep Apnea written by Thomas Penzel and published by Springer Nature. This book was released on 2022-10-10 with total page 387 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book focuses on biomedical innovations related to the diagnosis and treatment of sleep apnea. The latest diagnostic tools are described, including sleep laboratory equipment, wearables, and even smartphone apps. Innovative medical devices for treatment are also covered, such as CPAP, Auto-PAP, hypoglossal nerve stimulation, phrenic nerve stimulation, acoustic brain stimulation and electrical brain stimulation. This is an ideal book for biomedical engineers, pneumologists, neurologists, cardiologists, physiologists, ENT physicians, pediatrics, and epidemiologists who are interested in learning about the latest technologies in treating and diagnosing sleep apnea. Chapter 12 is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

9th European Medical and Biological Engineering Conference

Author : Tomaž Jarm
Publisher : Springer Nature
ISBN 13 : 3031616251
Total Pages : 404 pages
Book Rating : 4.0/5 (316 download)

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Book Synopsis 9th European Medical and Biological Engineering Conference by : Tomaž Jarm

Download or read book 9th European Medical and Biological Engineering Conference written by Tomaž Jarm and published by Springer Nature. This book was released on with total page 404 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Cumulated Index Medicus

Author :
Publisher :
ISBN 13 :
Total Pages : 1336 pages
Book Rating : 4.:/5 (31 download)

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Book Synopsis Cumulated Index Medicus by :

Download or read book Cumulated Index Medicus written by and published by . This book was released on 1991 with total page 1336 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Management of Obstructive Sleep Apnea

Author : Ki Beom Kim
Publisher : Springer Nature
ISBN 13 : 3030541460
Total Pages : 646 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Management of Obstructive Sleep Apnea by : Ki Beom Kim

Download or read book Management of Obstructive Sleep Apnea written by Ki Beom Kim and published by Springer Nature. This book was released on 2021-01-04 with total page 646 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides comprehensive information on the etiology, pathophysiology, medical implications, diagnosis, and surgical and nonsurgical treatment of obstructive sleep apnea (OSA). Divided into five parts, the book begins with principles and fundamentals of OSA and its diagnostic considerations. Subsequent parts then address non-surgical management, surgical management, and maxillomandibular advancements for OSA. Chapters seek to approach this common disorder from the viewpoint of multiple specialties, thereby promoting the development of a broad strategy for the evaluation and management of OSA patients that draws on each of them. An invaluable reference, Management of Obstructive Sleep Apnea: An Evidence-Based, Multidisciplinary Textbook meets the needs of advanced dental and medical students, orthodontic, maxillofacial, ENT, neurology, and plastic surgery residents, and sleep medicine and pulmonary physicians.

Research in Data Science

Author : Ellen Gasparovic
Publisher : Springer
ISBN 13 : 3030115666
Total Pages : 302 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Research in Data Science by : Ellen Gasparovic

Download or read book Research in Data Science written by Ellen Gasparovic and published by Springer. This book was released on 2019-03-25 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited volume on data science features a variety of research ranging from theoretical to applied and computational topics. Aiming to establish the important connection between mathematics and data science, this book addresses cutting edge problems in predictive modeling, multi-scale representation and feature selection, statistical and topological learning, and related areas. Contributions study topics such as the hubness phenomenon in high-dimensional spaces, the use of a heuristic framework for testing the multi-manifold hypothesis for high-dimensional data, the investigation of interdisciplinary approaches to multi-dimensional obstructive sleep apnea patient data, and the inference of a dyadic measure and its simplicial geometry from binary feature data. Based on the first Women in Data Science and Mathematics (WiSDM) Research Collaboration Workshop that took place in 2017 at the Institute for Compuational and Experimental Research in Mathematics (ICERM) in Providence, Rhode Island, this volume features submissions from several of the working groups as well as contributions from the wider community. The volume is suitable for researchers in data science in industry and academia.

Photoplethysmography

Author : Panicos A. Kyriacou
Publisher : Academic Press
ISBN 13 : 012823525X
Total Pages : 508 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Photoplethysmography by : Panicos A. Kyriacou

Download or read book Photoplethysmography written by Panicos A. Kyriacou and published by Academic Press. This book was released on 2021-11-03 with total page 508 pages. Available in PDF, EPUB and Kindle. Book excerpt: Photoplethysmography: Technology, Signal Analysis, and Applications is the first comprehensive volume on the theory, principles, and technology (sensors and electronics) of photoplethysmography (PPG). It provides a detailed description of the current state-of-the-art technologies/optical components enabling the extreme miniaturization of such sensors, as well as comprehensive coverage of PPG signal analysis techniques including machine learning and artificial intelligence. The book also outlines the huge range of PPG applications in healthcare, with a strong focus on the contribution of PPG in wearable sensors and PPG for cardiovascular assessment. - Presents the underlying principles and technology surrounding PPG - Includes applications for healthcare and wellbeing - Focuses on PPG in wearable sensors and devices - Presents advanced signal analysis techniques - Includes cutting-edge research, applications and future directions

Design of Pulse Oximeters

Author : John G. Webster
Publisher : CRC Press
ISBN 13 : 9781420050790
Total Pages : 274 pages
Book Rating : 4.0/5 (57 download)

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Book Synopsis Design of Pulse Oximeters by : John G. Webster

Download or read book Design of Pulse Oximeters written by John G. Webster and published by CRC Press. This book was released on 1997-10-23 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: Design of Pulse Oximeters describes the hardware and software needed to make a pulse oximeter, and includes the equations, methods, and software required for them to function effectively. The book begins with a brief description of how oxygen is delivered to the tissue, historical methods for measuring oxygenation, and the invention of the pulse oximeter in the early 1980s. Subsequent chapters explain oxygen saturation display and how to use an LED, provide a survey of light sensors, and review probes and cables. The book closes with an assessment of techniques that may be used to analyze pulse oximeter performance and a brief overview of pulse oximetry applications. The book contains useful worked examples, several worked equations, flow charts, and examples of algorithms used to calculate oxygen saturation. It also includes a glossary of terms, instructional objectives by chapter, and references to further reading.

Sleep Medicine

Author : Amir Sharafkhaneh
Publisher : Springer Nature
ISBN 13 : 3031300106
Total Pages : 287 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Sleep Medicine by : Amir Sharafkhaneh

Download or read book Sleep Medicine written by Amir Sharafkhaneh and published by Springer Nature. This book was released on 2023-06-13 with total page 287 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many fields of medicine have looked at the issue of transitioning care from pediatrics to adults. This book focuses on that transition within the field of sleep medicine. This book gathers and presents in volume information that will assist practitioners to transition the care of their pediatric patients suffering from sleep disorders. The book will discuss anatomical, physiological and psychological aspects as children grow into adulthood. Specifically, changes in brain function and anatomy, cardiorespiratory function and anatomy, and changes in facial structure are explored. Also discussed are the tools that are used for assessing sleep and how it may apply differently to children and adults. Chapters cover each group of sleep disorders with focus on how the diagnosis, prognosis, and management may change with the transition from childhood through adolescence to adulthood. In addition, gaps in needs and research are discussed.

Drug-Induced Sleep Endoscopy

Author : Nico de Vries
Publisher : Thieme
ISBN 13 : 3132403660
Total Pages : 443 pages
Book Rating : 4.1/5 (324 download)

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Book Synopsis Drug-Induced Sleep Endoscopy by : Nico de Vries

Download or read book Drug-Induced Sleep Endoscopy written by Nico de Vries and published by Thieme. This book was released on 2020-11-11 with total page 443 pages. Available in PDF, EPUB and Kindle. Book excerpt: The definitive resource on the innovative use of DISE for obstructive sleep apnea Obstructive sleep apnea is the most prevalent sleep-related breathing disorder, impacting an estimated 1.36 billion people worldwide. In the past, OSA was almost exclusively treated with Continuous Positive Airway Pressure (CPAP), however, dynamic assessment of upper airway obstruction with Drug-Induced Sleep Endoscopy (DISE) has been instrumental in developing efficacious alternatives. Drug-Induced Sleep Endoscopy: Diagnostic and Therapeutic Applications by Nico de Vries, Ottavio Piccin, Olivier Vanderveken, and Claudio Vicini is the first textbook on DISE written by world-renowned sleep medicine pioneers. Twenty-four chapters feature contributions from an impressive group of multidisciplinary international experts. Foundational chapters encompass indications, contraindications, informed consent, organization and logistics, patient preparation, and drugs used in DISE. Subsequent chapters focus on treatment outcomes, the role of DISE in therapeutic decision making and upper airway stimulation, pediatric sleep endoscopy, craniofacial syndromes, advanced techniques, and more. Key Highlights Comprehensive video library highlights common and rare DISE findings A full spectrum of sleep disordered breathing and OSA topics, from historic to future perspectives Insightful clinical pearls on preventing errors and managing complications including concentric and epiglottis collapse Discussion of controversial DISE applications including oral appliances and positional and combination therapies This unique book is essential reading for otolaryngology residents, fellows, and surgeons. Clinicians in other specialties involved in sleep medicine will also benefit from this reference, including pulmonologists, neurologists, neurophysiologists, maxillofacial surgeons, and anesthesiologists.

Index Medicus

Author :
Publisher :
ISBN 13 :
Total Pages : 1876 pages
Book Rating : 4.:/5 (319 download)

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Book Synopsis Index Medicus by :

Download or read book Index Medicus written by and published by . This book was released on 2004 with total page 1876 pages. Available in PDF, EPUB and Kindle. Book excerpt: Vols. for 1963- include as pt. 2 of the Jan. issue: Medical subject headings.

Neuroimaging of Sleep and Sleep Disorders

Author : Eric Nofzinger
Publisher : Cambridge University Press
ISBN 13 : 1107018633
Total Pages : 445 pages
Book Rating : 4.1/5 (7 download)

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Book Synopsis Neuroimaging of Sleep and Sleep Disorders by : Eric Nofzinger

Download or read book Neuroimaging of Sleep and Sleep Disorders written by Eric Nofzinger and published by Cambridge University Press. This book was released on 2013-03-07 with total page 445 pages. Available in PDF, EPUB and Kindle. Book excerpt: An up-to-date, superbly illustrated practical guide to the effective use of neuroimaging in the patient with sleep disorders. The only book to date to provide comprehensive coverage of this topic. A must for all healthcare workers interested in understanding the causes, consequences and treatment of sleep disorders.

Data Analytics and Applications of the Wearable Sensors in Healthcare

Author : Shabbir Syed-Abdul
Publisher : MDPI
ISBN 13 : 3039363506
Total Pages : 498 pages
Book Rating : 4.0/5 (393 download)

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Book Synopsis Data Analytics and Applications of the Wearable Sensors in Healthcare by : Shabbir Syed-Abdul

Download or read book Data Analytics and Applications of the Wearable Sensors in Healthcare written by Shabbir Syed-Abdul and published by MDPI. This book was released on 2020-06-17 with total page 498 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a collection of comprehensive research articles on data analytics and applications of wearable devices in healthcare. This Special Issue presents 28 research studies from 137 authors representing 37 institutions from 19 countries. To facilitate the understanding of the research articles, we have organized the book to show various aspects covered in this field, such as eHealth, technology-integrated research, prediction models, rehabilitation studies, prototype systems, community health studies, ergonomics design systems, technology acceptance model evaluation studies, telemonitoring systems, warning systems, application of sensors in sports studies, clinical systems, feasibility studies, geographical location based systems, tracking systems, observational studies, risk assessment studies, human activity recognition systems, impact measurement systems, and a systematic review. We would like to take this opportunity to invite high quality research articles for our next Special Issue entitled “Digital Health and Smart Sensors for Better Management of Cancer and Chronic Diseases” as a part of Sensors journal.

Fetal and Neonatal Lung Development

Author : Alan H. Jobe
Publisher : Cambridge University Press
ISBN 13 : 1316665178
Total Pages : pages
Book Rating : 4.3/5 (166 download)

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Book Synopsis Fetal and Neonatal Lung Development by : Alan H. Jobe

Download or read book Fetal and Neonatal Lung Development written by Alan H. Jobe and published by Cambridge University Press. This book was released on 2016-04-18 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Lung disease affects more than 600 million people worldwide. While some of these lung diseases have an obvious developmental component, there is growing appreciation that processes and pathways critical for normal lung development are also important for postnatal tissue homeostasis and are dysregulated in lung disease. This book provides an authoritative review of fetal and neonatal lung development and is designed to provide a diverse group of scientists, spanning the basic to clinical research spectrum, with the latest developments on the cellular and molecular mechanisms of normal lung development and injury-repair processes, and how they are dysregulated in disease. The book covers genetics, omics, and systems biology as well as new imaging techniques that are transforming studies of lung development. The reader will learn where the field of lung development has been, where it is presently, and where it is going in order to improve outcomes for patients with common and rare lung diseases.

Neural Computing for Advanced Applications

Author : Haijun Zhang
Publisher : Springer Nature
ISBN 13 : 981157670X
Total Pages : 542 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Neural Computing for Advanced Applications by : Haijun Zhang

Download or read book Neural Computing for Advanced Applications written by Haijun Zhang and published by Springer Nature. This book was released on 2020-08-12 with total page 542 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents refereed proceedings of the First International Conference on Neural Computing for Advanced Applications, NCAA 2020, held in July, 2020. Due to the COVID-19 pandemic the conference was held online. The 36 full papers and 7 short papers were thorougly reviewed and selected from a total of 113 qualified submissions. The papers present resent research on such topics as neural network theory, and cognitive sciences, machine learning, data mining, data security & privacy protection, and data-driven applications, computational intelligence, nature-inspired optimizers, and their engineering applications, cloud/edge/fog computing, the Internet of Things/Vehicles (IoT/IoV), and their system optimization, control systems, network synchronization, system integration, and industrial artificial intelligence, fuzzy logic, neuro-fuzzy systems, decision making, and their applications in management sciences, computer vision, image processing, and their industrial applications, and natural language processing, machine translation, knowledge graphs, and their applications.

NETLAB

Author : Ian Nabney
Publisher : Springer Science & Business Media
ISBN 13 : 9781852334406
Total Pages : 444 pages
Book Rating : 4.3/5 (344 download)

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Book Synopsis NETLAB by : Ian Nabney

Download or read book NETLAB written by Ian Nabney and published by Springer Science & Business Media. This book was released on 2002 with total page 444 pages. Available in PDF, EPUB and Kindle. Book excerpt: Getting the most out of neural networks and related data modelling techniques is the purpose of this book. The text, with the accompanying Netlab toolbox, provides all the necessary tools and knowledge. Throughout, the emphasis is on methods that are relevant to the practical application of neural networks to pattern analysis problems. All parts of the toolbox interact in a coherent way, and implementations and descriptions of standard statistical techniques are provided so that they can be used as benchmarks against which more sophisticated algorithms can be evaluated. Plenty of examples and demonstration programs illustrate the theory and help the reader understand the algorithms and how to apply them.