Automatic detection of motion artifacts in the ballistocardiogram measured on a modified bathroom scale

Medical and Biological Engineering and Computing

Volumn 49, Issue 2, 2011, Pages 213-220

  Wiard, Richard M ^a   Inan, Omer T ^a   Argyres, Brian ^a   Etemadi, Mozziyar ^b   Kovacs, Gregory T A ^a,c   Giovangrandi, Laurent ^a  

^a Stanford University   (United States)

^b UNIVERSITY OF CALIFORNIA   (United States)

^c STANFORD UNIVERSITY SCHOOL OF MEDICINE   (United States)

Author keywords

Ballistocardiography; Cardiac output; Cardiovascular monitoring; Contractility; Heart failure; Noise identification; Signal processing

Indexed keywords

BALLISTOCARDIOGRAPHY; CARDIAC OUTPUT; CARDIOVASCULAR MONITORING; CONTRACTILITY; HEART FAILURE; NOISE IDENTIFICATION;

CARDIOLOGY; HEART; HEMODYNAMICS; MONITORING; SENSORS; SIGNAL PROCESSING; SIGNAL RECONSTRUCTION; SIGNAL TO NOISE RATIO;

SIGNAL DETECTION;

ADULT; ALGORITHM; ARTICLE; ARTIFACT; FEMALE; HEART FAILURE; HEART OUTPUT; HUMAN; MALE; MECHANOCARDIOGRAPHY; METHODOLOGY; MIDDLE AGED; MOTION; PHYSIOLOGY; SIGNAL NOISE RATIO; SIGNAL PROCESSING;

ADULT; ALGORITHMS; ARTIFACTS; BALLISTOCARDIOGRAPHY; CARDIAC OUTPUT; FEMALE; HEART FAILURE; HUMANS; MALE; MIDDLE AGED; MOTION; SIGNAL PROCESSING, COMPUTER-ASSISTED; SIGNAL-TO-NOISE RATIO; YOUNG ADULT;

EID: 79952617331     PISSN: 01400118     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11517-010-0722-y     Document Type: Article

References (17)

1. J Alihanka K Vaahtoranta I Saarikivi 1981 A new method for long-term monitoring of the ballistocardiogram, heart rate, and respiration Am J Physiol 240 R384 1:STN:280:DyaL3M3gsVOntA%3D%3D 7235054
2. SI Chaudhry Y Wang J Concato TM Gill HM Krumholz 2007 Patterns of weight change preceding hospitalization for heart failure Circulation 116 1549 1554 10.1161/CIRCULATIONAHA.107.690768 17846286 (Pubitemid 47511418)
3. Dubin D (2000) Rapid interpretation of EKG's, 6th edn. Cover Publishing Co., Tampa, FL
4. Etemadi M, Inan OT, Wiard RM, Kovacs GTA, Giovangrandi L (2009) Non-invasive assessment of cardiac contractility on a weighing scale. In: 31st annual IEEE engineers in medicine and biology conference. IEEE, Minneapolis, MN
5. WH Gage DA Winter JS Frank AL Adkin 2004 Kinematic and kinetic validity of the inverted pendulum model in quiet standing Gait Posture 19 124 132 10.1016/S0966-6362(03)00037-7 15013500 (Pubitemid 38317329)
6. OT Inan M Etemadi A Paloma L Giovangrandi GTA Kovacs 2009 Non-invasive cardiac output trending during exercise recovery on a bathroom-scale-based ballistocardiograph Physiol Meas 30 261 274 1:STN:280:DC%2BD1M7ms1WjsQ%3D%3D 10.1088/0967-3334/30/3/003 19202234
7. OT Inan M Etemadi RM Wiard L Giovangrandi GTA Kovacs 2009 Robust ballistocardiogram acquisition for home monitoring IOP J Physiol Meas 30 169 185 1:STN:280:DC%2BD1M7gsVCgug%3D%3D 10.1088/0967-3334/30/2/005
8. Inan OT, Etemadi M, Wiard RM, Kovacs GTA, Giovangrandi L (2009) Novel methods for estimating the ballistocardiogram signal using a simultaneously acquired electrocardiogram. In: 31st annual IEEE engineers in medicine and biology conference. IEEE, Minneapolis, MN
9. OT Inan GTA Kovacs L Giovangrandi 2010 Evaluating the lower-body electromyogram signal acquired from the feet as a noise reference for standing ballistocardiogram measurements IEEE Trans Inf Technol Biomed 14 1188 1196 10.1109/TITB.2010.2044185 20371416
10. Ishijima M (2007) Unobtrusive approaches to monitoring vital signs at home. Med Biol Eng Comput 45(11):1137-1141 (Pubitemid 350162663)
11. FA Masoudi EP Havranek HM Krumholz 2002 The burden of chronic congestive heart failure in older persons: magnitude and implications for policy and research Heart Fail Rev 7 9 16 10.1023/A:1013793621248 11790919 (Pubitemid 34154897)
12. JP Piccini P Hranitzky 2007 Diagnostic monitoring strategies in heart failure management Am Heart J 153 12 17 10.1016/j.ahj.2007.01.023 17394898 (Pubitemid 46466709)
13. MB Rappaport HB Sprague WB Thompson 1953 Ballistocardiography: I. Physical considerations Circulation 7 229 246 1:STN:280:DyaG3s%2FksVGmsg%3D%3D 13019939
14. W Rosamond K Flegal K Furie A Go K Greenlund N Haase SM Hailpern M Ho V Howard B Kissela S Kittner D Lloyd-Jones M McDermott J Meigs C Moy G Nichol C O'Donnell V Roger P Sorlie J Steinberger T Thom M Wilson Y Hong 2008 Heart disease and stroke statistics-2008 update: a report from the American Heart Association Statistics Committee and Stroke Statistics Subcommittee Circulation 117 e25 e146 10.1161/CIRCULATIONAHA.107.187998 18086926
15. I Starr AJ Rawson HA Schroeder NR Joseph 1939 Studies on the estimation of cardiac output in man, and of abnormalities in cardiac function, from the heart's recoil and the blood's impacts; the ballistocardiogram Am J Physiol 127 1 28
16. Wiard RM, Kim HJ, Figueroa CA, Kovacs GTA, Taylor CA, Giovangrandi L (2009) Estimation of central aortic forces in the ballistocardiogram under rest and exercise conditions. In: 31st annual IEEE engineers in medicine and biology conference, Minneapolis, MN
17. DA Winter AE Patla F Prince M Ishac K Gielo-Perczak 1998 Stiffness control of balance in quiet standing J Neurophysiol 80 1211 1221 1:STN:280:DyaK1cvislSlsw%3D%3D 9744933 (Pubitemid 28495721)