Chronic Obstructive Pulmonary Disease (COPD) Diagnosis using Electromyography (EMG) (Paperback)

Chronic Obstructive Pulmonary Disease (COPD) Diagnosis using Electromyography (EMG) presents a new and innovative method of COPD diagnosis using EMG to analyze sternomastoid muscle activity using features extraction and classification. The book describes the methodology of EMG analysis, the slope-based onset detection algorithm and SEMG analysis in time, frequency and time frequency domain analyses. It also explores the identification of frequencies for single frequency Continuous Wavelet Transform (CWT) analysis and feature extraction and selection for successful classification COPD into its severity grades. The book provides a compilation of all techniques used in the literatures and emphasizes newly proposed techniques for the early detection of COPD. Fully comprehensive, the book includes discussion of limitations of existing methods for COPD diagnosis and introduces new efficient methods for COPD identification, classification and early diagnosis.

General

Imprint:	Academic Press Inc
Country of origin:	United Kingdom
Release date:	2022
First published:	2022
Authors:	Archana Bajirao Kanwade • Vinayak Bairagi
Dimensions:	229 x 152 x 16mm (L x W x T)
Format:	Paperback
Pages:	192
ISBN-13:	978-0-323-90050-8
Categories:	Books > Medicine > Clinical & internal medicine > Respiratory medicine Books > Medicine > Clinical & internal medicine > Medical diagnosis > General
LSN:	0-323-90050-X
Barcode:	9780323900508

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