Advances in Non-Invasive Biomedical Signal Sensing and Processing with Machine Learning

Idioma: inglés

Editorial: Springer, Springer Mär 2023, 2023

3031232380 / 9783031232381

Librería: buchversandmimpf2000, Emtmannsberg, BAYE, Alemaniabuchversandmimpf2000

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Descripción del artículo del vendedor

This item is printed on demand - Print on Demand Titel. Neuware -This book presents the modern technological advancements and revolutions in the biomedical sector. Progress in the contemporary sensing, Internet of Things (IoT) and machine learning algorithms and architectures have introduced new approaches in the mobile healthcare. A continuous observation of patients with critical health situation is required. It allows monitoring of their health status during daily life activities such as during sports, walking and sleeping. It is realizable by intelligently hybridizing the modern IoT framework, wireless biomedical implants and cloud computing. Such solutions are currently under development and in testing phases by healthcare and governmental institutions, research laboratories and biomedical companies. The biomedical signals such as electrocardiogram (ECG), electroencephalogram (EEG), Electromyography (EMG), phonocardiogram (PCG), Chronic Obstructive Pulmonary (COP), Electrooculography (EoG), photoplethysmography (PPG), and image modalitiessuch as positron emission tomography (PET), magnetic resonance imaging (MRI) and computerized tomography (CT) are non-invasively acquired, measured, and processed via the biomedical sensors and gadgets. These signals and images represent the activities and conditions of human cardiovascular, neural, vision and cerebral systems. Multi-channel sensing of these signals and images with an appropriate granularity is required for an effective monitoring and diagnosis. It renders a big volume of data and its analysis is not feasible manually. Therefore, automated healthcare systems are in the process of evolution. These systems are mainly based on biomedical signal and image acquisition and sensing, preconditioning, features extraction and classification stages. The contemporary biomedical signal sensing, preconditioning, features extraction and intelligent machine and deep learning-based classification algorithms are described.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 392 pp. Englisch. …

N° de ref. del artículo 9783031232381

Título
Advances in Non-Invasive Biomedical Signal Sensing and Processing with Machine Learning
Autor
Saeed Mian Qaisar
Editorial
Springer, Springer Mär 2023
Año de publicación
2023
Estado
Neu
Encuadernación
Buch
Idioma
inglés
ISBN 10
3031232380
ISBN 13
9783031232381
Peso del artículo
752 gramos
Dimensiones
241x160x27 mm

buchversandmimpf2000

Emtmannsberg, BAYE, Alemania

Vendedor de 5 estrellas

Vendedor de IberLibro desde 23 de enero de 2017

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ArtículoDe 60 a 60 días hábilesDe 60 a 60 días hábiles
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Impressum Thorsten Retsch Buchversand Mimpf2000 Oberölschnitz 16 95517 Emtmannsberg Deutschland Telefon: 09209-2023188 Email: mimpf2000@online.de USt-ID-Nr.: DE 235096871 Wir führen gebrauchte Bücher aus allen Sparten der Literatur

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Alemania