Analysis of Inspiratory Muscle of Respiration in COPD Patients

被引：2

作者：

Kanwade, Archana B. ^{[1
]}

Bairagi, Vinayak ^{[2
]}

机构：

[1] Sinhgad Inst Technol & Sci, Pune, Maharashtra, India

[2] AISSMS Inst Technol & Sci, Pune, Maharashtra, India

来源：

ADVANCES IN SIGNAL PROCESSING AND INTELLIGENT RECOGNITION SYSTEMS (SIRS-2015) | 2016年 / 425卷

关键词：

Sternomastoid; Electromyography; Time; Frequency;

D O I：

10.1007/978-3-319-28658-7_31

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Chronic Obstructive Pulmonary Disease (COPD) is a disease of lungs, in this airway becomes narrow. To perform excess work of respiration necessary and accessory muscles such as sternomastoid (SMM) muscle has to work. In this paper correlation among obstruction level of airways and activity of SMM has invented with time and frequency domain features of electromyography (EMG). Spirometric data and EMG signal of SMM is collected for ten COPD patients. Features used for the analysis are root mean square (RMS), peak to peak voltage, integration and number of peaks in time and frequency domain. Features of EMG and spirometric data are correlated. Significant correlation has found between peak to peak amplitude and number of peaks in time and frequency domain.

引用

页码：357 / 366

页数：10

共 13 条

[1] Respiratory system impedance with impulse oscillometry in healthy and COPD subjects: ECLIPSE baseline results [J].

Crim, Courtney ;

Celli, Bartolome ;

Edwards, Lisa D. ;

Wouters, Emiel ;

Coxson, Harvey O. ;

Tal-Singer, Ruth ;

Calverley, Peter M. A. .

RESPIRATORY MEDICINE, 2011, 105 (07) :1069-1078

[2] PHYSIOLOGY AND MATHEMATICS OF MYOELECTRIC SIGNALS [J].

DE LUCA, CJ .

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1979, 26 (06) :313-325

[3] The role of impulse oscillometry in assessment of airway obstruction in smokers and ex-smokers [J].

El-Naggar, Taher ;

Mansour, Mona ;

Mounir, Nermine ;

Mukhtar, Mahmoud .

EGYPTIAN JOURNAL OF CHEST DISEASES AND TUBERCULOSIS, 2012, 61 (04) :323-328

[4]

GEDDES L A, 1972, P364

[5] Fatigue analysis of the surface EMG signal in isometric constant force contractions using the averaged instantaneous frequency [J].

Georgakis, A ;

Stergioulas, LK ;

Giakas, G .

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2003, 50 (02) :262-265

[6]

Kamen G., 2004, RES METHODS BIOMECHA, P179

[7]

Koutsos E, 2014, IEEE INT SYMP CIRC S, P1388, DOI 10.1109/ISCAS.2014.6865403

[8]

Leveau B., 1992, OUTPUT FORMS DATA AN, P70

[9] Global and regional mortality from 235 causes of death for 20 age groups in 1990 and 2010: a systematic analysis for the Global Burden of Disease Study 2010 [J].

Lozano, Rafael ;

Naghavi, Mohsen ;

Foreman, Kyle ;

Lim, Stephen ;

Shibuya, Kenji ;

Aboyans, Victor ;

Abraham, Jerry ;

Adair, Timothy ;

Aggarwal, Rakesh ;

Ahn, Stephanie Y. ;

Alvarado, Miriam ;

Anderson, H. Ross ;

Anderson, Laurie M. ;

Andrews, Kathryn G. ;

Atkinson, Charles ;

Baddour, Larry M. ;

Barker-Collo, Suzanne ;

Bartels, David H. ;

Bell, Michelle L. ;

Benjamin, Emelia J. ;

Bennett, Derrick ;

Bhalla, Kavi ;

Bikbov, Boris ;

Bin Abdulhak, Aref ;

Birbeck, Gretchen ;

Blyth, Fiona ;

Bolliger, Ian ;

Boufous, Soufi Ane ;

Bucello, Chiara ;

Burch, Michael ;

Burney, Peter ;

Carapetis, Jonathan ;

Chen, Honglei ;

Chou, David ;

Chugh, Sumeet S. ;

Coffeng, Luc E. ;

Colan, Steven D. ;

Colquhoun, Samantha ;

Colson, K. Ellicott ;

Condon, John ;

Connor, Myles D. ;

Cooper, Leslie T. ;

Corriere, Matthew ;

Cortinovis, Monica ;

de Vaccaro, Karen Courville ;

Couser, William ;

Cowie, Benjamin C. ;

Criqui, Michael H. ;

Cross, Marita ;

Dabhadkar, Kaustubh C. .

LANCET, 2012, 380 (9859) :2095-2128

[10] Study of myographic signals from sternomastoid muscle inpatients with chronic obstructive pulmonary disease [J].

Mañanas, MA ;

Jané, R ;

Fiz, JA ;

Morera, J ;

Caminal, P .

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2000, 47 (05) :674-681

← 1 2 →