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Accurate Telemonitoring Of Parkinsons Disease Symptom Severity Using Nonlinear Speech Signal Processing And Statistical Machine Learning
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Book Synopsis Accurate Telemonitoring of Parkinson's Disease Symptom Severity Using Nonlinear Speech Signal Processing and Statistical Machine Learning by : Athanasios Tsanas
Download or read book Accurate Telemonitoring of Parkinson's Disease Symptom Severity Using Nonlinear Speech Signal Processing and Statistical Machine Learning written by Athanasios Tsanas and published by . This book was released on 2012 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Analysis of Speech of People with Parkinson's Disease by : Juan Rafael Orozco-Arroyave
Download or read book Analysis of Speech of People with Parkinson's Disease written by Juan Rafael Orozco-Arroyave and published by Logos Verlag Berlin GmbH. This book was released on 2016-11-11 with total page 146 pages. Available in PDF, EPUB and Kindle. Book excerpt: The analysis of speech of people with Parkinson's disease is an interesting and highly relevant topic that has attracted the research community during several years. The advances in digital signal processing and pattern recognition have motivated the research community to work on the development of computational tools to perform automatic analysis of speech. Most of the contributions on this topic are focused on sustained phonation of vowels and only consider recordings of one language. This thesis addresses two problems considering recordings of sustained phonations of vowels and continuous speech signals: (1) the automatic classification of Parkinson's patients vs. healthy speakers, and (2) the prediction of the neurological state of the patients according to the motor section of the Unified Parkinson's Disease Rating Scale (UPDRS). Recordings of three languages are considered: Spanish, German, and Czech. German and Czech data were provided by other researchers, and Spanish data were recorded in Medellin, Colombia, during the development of this work. Besides the classical approaches to assess pathological speech, a new method to model articulation deficits of Parkinson's patients is proposed. This new articulation modeling approach shows to be more accurate and robust than others to discriminate between Parkinson's patients and healthy speakers in the three considered languages.
Book Synopsis Models and Analysis of Vocal Emissions for Biomedical Applications by : Claudia Manfredi
Download or read book Models and Analysis of Vocal Emissions for Biomedical Applications written by Claudia Manfredi and published by Firenze University Press. This book was released on 2021-12-14 with total page 188 pages. Available in PDF, EPUB and Kindle. Book excerpt: The International Workshop on Models and Analysis of Vocal Emissions for Biomedical Applications (MAVEBA) came into being in 1999 from the particularly felt need of sharing know-how, objectives and results between areas that until then seemed quite distinct such as bioengineering, medicine and singing. MAVEBA deals with all aspects concerning the study of the human voice with applications ranging from the newborn to the adult and elderly. Over the years the initial issues have grown and spread also in other fields of research such as occupational voice disorders, neurology, rehabilitation, image and video analysis. MAVEBA takes place every two years in Firenze, Italy. This edition celebrates twenty-two years of uninterrupted and successful research in the field of voice analysis.
Book Synopsis Pathological Voice Analysis by : David Zhang
Download or read book Pathological Voice Analysis written by David Zhang and published by Springer Nature. This book was released on 2020-08-03 with total page 181 pages. Available in PDF, EPUB and Kindle. Book excerpt: While voice is widely used in speech recognition and speaker identification, its application in biomedical fields is much less common. This book systematically introduces the authors’ research on voice analysis for biomedical applications, particularly pathological voice analysis. Firstly, it reviews the field to highlight the biomedical value of voice. It then offers a comprehensive overview of the workflow and aspects of pathological voice analysis, including voice acquisition systems, voice pitch estimation methods, glottal closure instant detection, feature extraction and learning, and the multi-audio fusion approaches. Lastly, it discusses the experimental results that have shown the superiority of these techniques. This book is useful to researchers, professionals and postgraduate students working in fields such as speech signal processing, pattern recognition, and biomedical engineering. It is also a valuable resource for those involved in interdisciplinary research.
Book Synopsis Parkinson's Disease in the Older Patient by : Jeremy R. Playfer
Download or read book Parkinson's Disease in the Older Patient written by Jeremy R. Playfer and published by Radcliffe Publishing. This book was released on 2008 with total page 428 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text represents a detailed guide to the holistic assessment and the management of older patients with Parkinson's disease, based on current concepts in the management of chronic diseases and the caring strategies required in the four stages.
Book Synopsis Computational Intelligence for Pattern Recognition by : Witold Pedrycz
Download or read book Computational Intelligence for Pattern Recognition written by Witold Pedrycz and published by Springer. This book was released on 2018-04-30 with total page 431 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book presents a comprehensive and up-to-date review of fuzzy pattern recognition. It carefully discusses a range of methodological and algorithmic issues, as well as implementations and case studies, and identifies the best design practices, assesses business models and practices of pattern recognition in real-world applications in industry, health care, administration, and business. Since the inception of fuzzy sets, fuzzy pattern recognition with its methodology, algorithms, and applications, has offered new insights into the principles and practice of pattern classification. Computational intelligence (CI) establishes a comprehensive framework aimed at fostering the paradigm of pattern recognition. The collection of contributions included in this book offers a representative overview of the advances in the area, with timely, in-depth and comprehensive material on the conceptually appealing and practically sound methodology and practices of CI-based pattern recognition.
Book Synopsis Intelligent Technologies and Parkinson’s Disease: Prediction and Diagnosis by : Kumar, Abhishek
Download or read book Intelligent Technologies and Parkinson’s Disease: Prediction and Diagnosis written by Kumar, Abhishek and published by IGI Global. This book was released on 2024-02-08 with total page 412 pages. Available in PDF, EPUB and Kindle. Book excerpt: When it comes to Parkinson's disease, one of the most important issues revolves around early detection and accurate diagnosis. The intricacies of this neurodegenerative disorder often elude timely identification, leaving patients and healthcare providers grappling with its progressive symptoms. Ethical concerns surrounding the use of machine learning to aid in diagnosis further complicate this challenge. This issue is particularly significant for research scholars, PhD fellows, post-doc fellows, and medical and biomedical scholars seeking to unravel the mysteries of Parkinson's disease and develop more effective treatments. Intelligent Technologies and Parkinson’s Disease: Prediction and Diagnosis serves as a beacon of hope in the quest to revolutionize Parkinson's disease diagnosis and treatment. It unveils the remarkable potential of artificial intelligence (AI) and machine learning (ML) in remodeling the way we approach this debilitating condition. With a comprehensive exploration of AI's capacity to analyze speech patterns, brain imaging data, and gait patterns, this book offers a powerful solution to the challenges of early detection and accurate diagnosis.
Book Synopsis Advanced Technologies, Systems, and Applications II by : Mirsad Hadžikadić
Download or read book Advanced Technologies, Systems, and Applications II written by Mirsad Hadžikadić and published by Springer. This book was released on 2018-01-30 with total page 1203 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents innovative and interdisciplinary applications of advanced technologies. It includes the scientific outcomes of the 9th DAYS OF BHAAAS (Bosnian-Herzegovinian American Academy of Arts and Sciences) held in Banja Vrućica, Teslić, Bosnia and Herzegovina on May 25–28, 2017. This unique book offers a comprehensive, multidisciplinary and interdisciplinary overview of the latest developments in a broad section of technologies and methodologies, viewed through the prism of applications in computing, networking, information technology, robotics, complex systems, communications, energy, mechanical engineering, economics and medicine, to name just a few.
Book Synopsis Speech and Computer by : Andrey Ronzhin
Download or read book Speech and Computer written by Andrey Ronzhin and published by Springer. This book was released on 2016-08-15 with total page 747 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 18th International Conference on Speech and Computer, SPECOM 2016, held in Budapest, Hungary, in August 2016. The 85 papers presented in this volume were carefully reviewed and selected from 154 submissions.
Book Synopsis Discovery Science by : Larisa Soldatova
Download or read book Discovery Science written by Larisa Soldatova and published by Springer. This book was released on 2018-10-22 with total page 487 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 21st International Conference on Discovery Science, DS 2018, held in Limassol, Cyprus, in October 2018, co-located with the International Symposium on Methodologies for Intelligent Systems, ISMIS 2018. The 30 full papers presented together with 5 abstracts of invited talks in this volume were carefully reviewed and selected from 71 submissions. The scope of the conference includes the development and analysis of methods for discovering scientific knowledge, coming from machine learning, data mining, intelligent data analysis, big data analysis as well as their application in various scientific domains. The papers are organized in the following topical sections: Classification; meta-learning; reinforcement learning; streams and time series; subgroup and subgraph discovery; text mining; and applications.
Book Synopsis A Holter for Parkinson’s Disease Motor Symptoms: STAT-OnTM by : Joan Cabestany
Download or read book A Holter for Parkinson’s Disease Motor Symptoms: STAT-OnTM written by Joan Cabestany and published by CRC Press. This book was released on 2023-12-11 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: A new information and communication technology (ICT) has been deployed in the battle against Parkinson’s disease, a neurodegenerative disorder that is both progressive and disabling with significant impact on quality of life. This book explains the experience following from the achieved results in the REMPARK project on Parkinson’s disease management up to the launch of a new medical product to the European market, STAT-ONTM. The new medical device, STAT-ONTM is a real Holter for the motor symptoms associated to PD. It provides objective information about the severity and distribution of PD motor symptoms and their fluctuations in daily life, allowing for an unbiased and correct monitoring of the patient. This real-time remote monitoring solution gives additional information to neurologists, opening up new possibilities for more effective treatment, more accurate control in clinical trials, and for early detection of motor complications. The number of PD patients is continuously rising, adding complexity, especially in the management at the level of public health. It is an incurable disease, with a symptomatic treatment that tries to alleviate the associated symptoms through a correct adjustment of the medication. For this reason, it is also very important to be aware of changes in the manifestation of the symptoms, which may indicate the need for an adjustment or even a change in the therapy strategy. The intensive complementary use of STAT-ONTM by neurologists, health professionals and researchers, will increase the independence and quality of life of patients, improving their disease management, and contributing to a deeper understanding of the nature of the disease.
Book Synopsis Advances in Computer Vision by : Kohei Arai
Download or read book Advances in Computer Vision written by Kohei Arai and published by Springer. This book was released on 2019-04-23 with total page 767 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a remarkable collection of chapters covering a wide range of topics in the areas of Computer Vision, both from theoretical and application perspectives. It gathers the proceedings of the Computer Vision Conference (CVC 2019), held in Las Vegas, USA from May 2 to 3, 2019. The conference attracted a total of 371 submissions from pioneering researchers, scientists, industrial engineers, and students all around the world. These submissions underwent a double-blind peer review process, after which 118 (including 7 poster papers) were selected for inclusion in these proceedings. The book’s goal is to reflect the intellectual breadth and depth of current research on computer vision, from classical to intelligent scope. Accordingly, its respective chapters address state-of-the-art intelligent methods and techniques for solving real-world problems, while also outlining future research directions. Topic areas covered include Machine Vision and Learning, Data Science, Image Processing, Deep Learning, and Computer Vision Applications.
Book Synopsis Handbook of Large-Scale Distributed Computing in Smart Healthcare by : Samee U. Khan
Download or read book Handbook of Large-Scale Distributed Computing in Smart Healthcare written by Samee U. Khan and published by Springer. This book was released on 2017-08-07 with total page 630 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume offers readers various perspectives and visions for cutting-edge research in ubiquitous healthcare. The topics emphasize large-scale architectures and high performance solutions for smart healthcare, healthcare monitoring using large-scale computing techniques, Internet of Things (IoT) and big data analytics for healthcare, Fog Computing, mobile health, large-scale medical data mining, advanced machine learning methods for mining multidimensional sensor data, smart homes, and resource allocation methods for the BANs. The book contains high quality chapters contributed by leading international researchers working in domains, such as e-Health, pervasive and context-aware computing, cloud, grid, cluster, and big-data computing. We are optimistic that the topics included in this book will provide a multidisciplinary research platform to the researchers, practitioners, and students from biomedical engineering, health informatics, computer science, and computer engineering.
Book Synopsis Social Informatics by : Giovanni Luca Ciampaglia
Download or read book Social Informatics written by Giovanni Luca Ciampaglia and published by Springer. This book was released on 2017-08-31 with total page 573 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set LNCS 10539 and 10540 constitutes the proceedings of the 9th International Conference on Social Informatics, SocInfo 2017, held in Oxford, UK, in September 2017. The 37 full papers and 43 poster papers presented in this volume were carefully reviewed and selected from 142 submissions. The papers are organized in topical sections named: economics, science of success, and education; network science; news, misinformation, and collective sensemaking; opinions, behavior, and social media mining; proximity, location, mobility, and urban analytics; security, privacy, and trust; tools and methods; and health and behaviour.
Book Synopsis Handbook of Systems and Complexity in Health by : Joachim P Sturmberg
Download or read book Handbook of Systems and Complexity in Health written by Joachim P Sturmberg and published by Springer Science & Business Media. This book was released on 2013-01-09 with total page 941 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is an introduction to health care as a complex adaptive system, a system that feeds back on itself. The first section introduces systems and complexity theory from a science, historical, epistemological, and technical perspective, describing the principles and mathematics. Subsequent sections build on the health applications of systems science theory, from human physiology to medical decision making, population health and health services research. The aim of the book is to introduce and expand on important population health issues from a systems and complexity perspective, highlight current research developments and their implications for health care delivery, consider their ethical implications, and to suggest directions for and potential pitfalls in the future.
Book Synopsis Automatic Assessment of Parkinsonian Speech by : Juan I. Godino-Llorente
Download or read book Automatic Assessment of Parkinsonian Speech written by Juan I. Godino-Llorente and published by Springer Nature. This book was released on 2021-01-02 with total page 133 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the revised and extended papers of the First Automatic Assessment of Parkinsonian Speech Workshop, AAPS 2019, held in Cambridge, Massachusetts, USA, in September 2019. The 6 full papers were thoroughly reviewed and selected from 15 submissions. They present recent research on the automatic assessment of parkinsonian speech from the point of view of such disciplines as machine learning, speech technology, phonetics, neurology, and speech therapy
Author :Joan Cabestany Publisher :River Publishers Series in Biotechnology and Medical Research ISBN 13 :9788770040136 Total Pages :0 pages Book Rating :4.0/5 (41 download)
Book Synopsis A Holter for Parkinson's Disease Motor Symptoms: STAT-On (TM) by : Joan Cabestany
Download or read book A Holter for Parkinson's Disease Motor Symptoms: STAT-On (TM) written by Joan Cabestany and published by River Publishers Series in Biotechnology and Medical Research. This book was released on 2023-10 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explains the experience following from the achieved results in the REMPARK project on Parkinson's Disease management up to the launch of a new medical product to the European market, STAT-ONTM.
