Development of gradient descent adaptive algorithms to remove common mode artifact for improvement of cardiovascular signal quality.

Abstract:

BACKGROUND:Common-mode noise degrades cardiovascular signal quality and diminishes measurement accuracy. Filtering to remove noise components in the frequency domain often distorts the signal. METHOD:Two adaptive noise canceling (ANC) algorithms were tested to adjust weighted reference signals for optimal subtraction from a primary signal. Update of weight w was based upon the gradient term of the steepest descent equation: [see text], where the error epsilon is the difference between primary and weighted reference signals. nabla was estimated from Deltaepsilon(2) and Deltaw without using a variable Deltaw in the denominator which can cause instability. The Parallel Comparison (PC) algorithm computed Deltaepsilon(2) using fixed finite differences +/- Deltaw in parallel during each discrete time k. The ALOPEX algorithm computed Deltaepsilon(2)x Deltaw from time k to k + 1 to estimate nabla, with a random number added to account for Deltaepsilon(2) . Deltaw--> 0 near the optimal weighting. RESULTS:Using simulated data, both algorithms stably converged to the optimal weighting within 50-2000 discrete sample points k even with a SNR = 1:8 and weights which were initialized far from the optimal. Using a sharply pulsatile cardiac electrogram signal with added noise so that the SNR = 1:5, both algorithms exhibited stable convergence within 100 ms (100 sample points). Fourier spectral analysis revealed minimal distortion when comparing the signal without added noise to the ANC restored signal. CONCLUSIONS:ANC algorithms based upon difference calculations can rapidly and stably converge to the optimal weighting in simulated and real cardiovascular data. Signal quality is restored with minimal distortion, increasing the accuracy of biophysical measurement.

journal_name

Ann Biomed Eng

authors

Ciaccio EJ,Micheli-Tzanakou E

doi

10.1007/s10439-007-9294-x

subject

Has Abstract

pub_date

2007-07-01 00:00:00

pages

1146-55

issue

7

eissn

0090-6964

issn

1573-9686

journal_volume

35

pub_type

杂志文章
  • Countercurrent extraction of sparingly soluble gases for membrane introduction mass spectrometry.

    abstract::Membrane introduction mass spectrometry has been applied to inert gas measurements in blood and tissue, but gases with low blood solubility are associated with reduced sensitivity. Countercurrent extraction of inert gases from a blood sample into a water carrier phase has the potential to extract most of the gas sampl...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1007/BF02684170

    authors: Baumgardner JE,Neufeld GR

    更新日期:1997-09-01 00:00:00

  • Native, living tissues as cell seeded scaffolds.

    abstract::Much effort is expended in developing biomimetic scaffolds that provide the micro-architecture of native tissue with appropriate cellular niches. Such scaffolds are often seeded with progenitor cells to generate engineered replacements for diseased or damaged tissues. An alternative approach relies on biology, rather ...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章,评审

    doi:10.1007/s10439-014-1174-6

    authors: Evans CH

    更新日期:2015-03-01 00:00:00

  • Masquelet Technique: Effects of Spacer Material and Micro-topography on Factor Expression and Bone Regeneration.

    abstract::We and others have shown that changing surface characteristics of the spacer implanted during the first Masquelet stage alters some aspects of membrane development. Previously we demonstrated that titanium (TI) spacers create membranes that are better barriers to movement of solutes > 70 kDa in size than polymethyl me...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1007/s10439-018-02137-5

    authors: Toth Z,Roi M,Evans E,Watson JT,Nicolaou D,McBride-Gagyi S

    更新日期:2019-01-01 00:00:00

  • A Fluorescence Sensing Method with Reduced DNA Typing and Low-Cost Instrumentation for Detection of Sample Tampering Cases in Urinalysis.

    abstract::This work presents a method to unequivocally detect urine sample tampering in cases where integrity of the sample needs to be verified prior to urinalysis. The technique involves the detection of distinct patterns of a triplex short tandem repeats system in DNA extracted from human urine. The analysis is realized with...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1007/s10439-019-02386-y

    authors: Pires NMM,Dong T,Yang Z,Santos SMB

    更新日期:2020-02-01 00:00:00

  • Sensitivity of indentation testing to step-off edges and interface integrity in cartilage repair.

    abstract::Step-off edges and tissue interfaces are prevalent in cartilage injury such as after intra-articular fracture and reduction, and in focal defects and surgical repair procedures such as osteochondral graft implantation. It would be useful to assess the function of injured or donor tissues near such step-off edges and t...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1023/b:abme.0000017553.01798.12

    authors: Bae WC,Law AW,Amiel D,Sah RL

    更新日期:2004-03-01 00:00:00

  • An in vitro study of the hinge and near-field forward flow dynamics of the St. Jude Medical Regent bileaflet mechanical heart valve.

    abstract::The most widely implanted prosthetic valve is the mechanical bileaflet. Recent clinical experiences suggest that some designs are more prone to thromboembolic episodes than others. This study evaluated the hinge flow and near-field forward flow of the new St. Jude Medical Regent bileaflet mechanical heart valve. Laser...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1114/1.297

    authors: Ellis JT,Travis BR,Yoganathan AP

    更新日期:2000-05-01 00:00:00

  • A preliminary physiologically based pharmacokinetic model for naphthalene and naphthalene oxide in mice and rats.

    abstract::Naphthalene is a toxicant with unusual species and tissue specificity that has been the subject of in vitro studies. We describe a preliminary physiologically based pharmacokinetic (PBPK) model for naphthalene constructed solely from in vitro data for comparison to animal data without the use of adjustable parameters....

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1007/BF02667357

    authors: Sweeney LM,Shuler ML,Quick DJ,Babish JG

    更新日期:1996-03-01 00:00:00

  • Research report: learning styles of biomedical engineering students.

    abstract::Examining students' learning styles can yield information useful to the design of learning activities, courses, and curricula. A variety of measures have been used to characterize learning styles, but the literature contains little information specific to biomedical engineering (BMEN) students. We, therefore, utilized...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1114/1.1512677

    authors: Dee KC,Nauman EA,Livesay GA,Rice J

    更新日期:2002-09-01 00:00:00

  • Identification of static and dynamic components of reflex sensitivity in spastic elbow flexors using a muscle activation model.

    abstract::Static and dynamic components of the stretch reflex were studied in elbow flexors of 13 hemiparetic brain-injured individuals. Constant-velocity joint rotations were applied to the elbow, and the resulting stretch reflex torque and electromyographic responses were recorded in the biceps brachii and brachioradialis mus...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1114/1.1359496

    authors: Schmit BD,Rymer WZ

    更新日期:2001-04-01 00:00:00

  • Fecobionics: A Novel Bionics Device for Studying Defecation.

    abstract::During defecation, solid, semisolid or liquid stools are eliminated via the anus in a complex physiological process. Up to 25% of the population are affected by anorectal disorders that are poorly recognized and treated. We developed a new bionics device, a simulated stool named Fecobionics, to replace several current...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1007/s10439-018-02149-1

    authors: Sun D,Huang Z,Zhuang Z,Ma Z,Man LK,Liao D,Gregersen H

    更新日期:2019-02-01 00:00:00

  • The effect of ultrasonic frequency upon enhanced killing of P. aeruginosa biofilms.

    abstract::It is widely recognized that the bacteria sequestered in a biofilm on a medical implant are much more resistant to antibiotics than their planktonic counterparts. Recent studies have shown that application of antibiotic along with low power ultrasound significantly increases the killing of planktonic bacteria by the a...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1007/BF02738539

    authors: Qian Z,Sagers RD,Pitt WG

    更新日期:1997-01-01 00:00:00

  • An Engineered Biomimetic MPER Peptide Vaccine Induces Weakly HIV Neutralizing Antibodies in Mice.

    abstract::A vaccine that induces broadly neutralizing antibodies (bnAbs) against the human immunodeficiency virus (HIV) would be instrumental in controlling the disease. The membrane proximal external region (MPER) peptide is an appealing antigen candidate since it is conserved and is the target of several human bnAbs, such as ...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1007/s10439-019-02398-8

    authors: Shao S,Huang WC,Lin C,Hicar MD,LaBranche CC,Montefiori DC,Lovell JF

    更新日期:2020-07-01 00:00:00

  • BMP-2 gene modified canine bMSCs promote ectopic bone formation mediated by a nonviral PEI derivative.

    abstract::The study was to explore the effects of BMP-2 gene modified canine bone marrow stromal cells (bMSCs) mediated by a nonviral PEI derivative (GenEscort™ II) in promoting bone formation in vitro and in vivo. Canine bMSCs were cultured and transfected with plasmids containing bone morphogenetic protein-2 gene (pBMP-2) or ...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1007/s10439-011-0276-7

    authors: Lü K,Zeng D,Zhang Y,Xia L,Xu L,Kaplan DL,Jiang X,Zhang F

    更新日期:2011-06-01 00:00:00

  • Can molecular imaging enable personalized diagnostics? An example using magnetomotive photoacoustic imaging.

    abstract::The advantages of photoacoustic (PA) imaging, including low cost, non-ionizing operation, and sub-mm spatial resolution at centimeters depth, make it a promising modality to probe nanoparticle-targeted abnormalities in real time at cellular and molecular levels. However, detecting rare cell types in a heterogeneous ba...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章,评审

    doi:10.1007/s10439-013-0901-8

    authors: O'Donnell M,Wei CW,Xia J,Pelivanov I,Jia C,Huang SW,Hu X,Gao X

    更新日期:2013-11-01 00:00:00

  • Bimodal analysis of mammary epithelial cell migration in two dimensions.

    abstract::Cell migration paths of mammary epithelial cells (expressing different versions of the promigratory tyrosine kinase receptor Her2/Neu) were analyzed within a bimodal framework that is a generalization of the run-and-tumble description applicable to bacterial migration. The mammalian cell trajectories were segregated i...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1007/s10439-008-9592-y

    authors: Potdar AA,Lu J,Jeon J,Weaver AM,Cummings PT

    更新日期:2009-01-01 00:00:00

  • Analysis of electrically induced reentrant circuits in a sheet of myocardium.

    abstract::Understanding the complex spatiotemporal dynamics of action potential propagation in the heart during arrhythmia is exceedingly difficult. This study applies nonlinear dynamics tools to simplify this task. Using the results of a simulation of an electrical induction of reentry in a sheet of myocardium represented as a...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1114/1.1581289

    authors: Larson C,Dragnev L,Trayanova N

    更新日期:2003-07-01 00:00:00

  • Hemodynamic energy dissipation in the cardiovascular system: generalized theoretical analysis on disease states.

    abstract:BACKGROUND:We present a fundamental theoretical framework for analysis of energy dissipation in any component of the circulatory system and formulate the full energy budget for both venous and arterial circulations. New indices allowing disease-specific subject-to-subject comparisons and disease-to-disease hemodynamic ...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1007/s10439-009-9650-0

    authors: Dasi LP,Pekkan K,de Zelicourt D,Sundareswaran KS,Krishnankutty R,Delnido PJ,Yoganathan AP

    更新日期:2009-04-01 00:00:00

  • Strength and electron features of irradiated bone.

    abstract::Radiation applied for therapy and diagnostics damages molecular/atomic couples of biotissues, bones being among them. As a result, electron peculiarities and mechanical behavior of the latter are altered. Correlation between strength of the irradiated bone and its electron features explored due to photo- and exoelectr...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章,评审

    doi:10.1114/1.1424911

    authors: Dekhtyar Y

    更新日期:2001-12-01 00:00:00

  • New perspectives on bioengineering of joint tissues: joint adaptation creates a moving target for engineering replacement tissues.

    abstract::The current paradigm in tissue engineering is that "full regeneration" or "total replacement" of normal tissue is required in order to restore joint function. However, there is considerable evidence that suggests that targets other than "normality" may actually be required for tissue substitutes. Sometimes "less than ...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章,评审

    doi:10.1023/b:abme.0000017548.85451.b7

    authors: Frank CB,Shrive NG,Boorman RS,Lo IK,Hart DA

    更新日期:2004-03-01 00:00:00

  • Automatic Model Generation Framework for Computational Simulation of Cochlear Implantation.

    abstract::Recent developments in computational modeling of cochlear implantation are promising to study in silico the performance of the implant before surgery. However, creating a complete computational model of the patient's anatomy while including an external device geometry remains challenging. To address such a challenge, ...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1007/s10439-015-1541-y

    authors: Mangado N,Ceresa M,Duchateau N,Kjer HM,Vera S,Dejea Velardo H,Mistrik P,Paulsen RR,Fagertun J,Noailly J,Piella G,González Ballester MÁ

    更新日期:2016-08-01 00:00:00

  • MUlti-Dimensional Spline-Based Estimator (MUSE) for motion estimation: algorithm development and initial results.

    abstract::Image registration and motion estimation play central roles in many fields, including RADAR, SONAR, light microscopy, and medical imaging. Because of its central significance, estimator accuracy, precision, and computational cost are of critical importance. We have previously presented a highly accurate, spline-based ...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1007/s10439-008-9564-2

    authors: Viola F,Coe RL,Owen K,Guenther DA,Walker WF

    更新日期:2008-12-01 00:00:00

  • Two-dimensional dynamic simulation of platelet activation during mechanical heart valve closure.

    abstract::A major drawback in the operation of mechanical heart valve prostheses is thrombus formation in the near valve region. Detailed flow analysis in this region during the valve closure phase is of interest in understanding the relationship between shear stress and platelet activation. A fixed-grid Cartesian mesh flow sol...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1007/s10439-006-9194-5

    authors: Krishnan S,Udaykumar HS,Marshall JS,Chandran KB

    更新日期:2006-10-01 00:00:00

  • A device for imposing cyclic strain to cells growing on implant alloys.

    abstract::The objective of this study was to develop a unique device for applying well-characterized cyclic, strain to cells growing on implant alloys. The device is based on the four-point bending principle and utilizes an electric motor, belt, and cam system to cyclically deflect a commercially pure titanium plate with cell c...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1114/1.1529195

    authors: Winter LC,Gilbert JA,Elder SH,Bumgardner JD

    更新日期:2002-11-01 00:00:00

  • Optical vibrocardiography: a novel tool for the optical monitoring of cardiac activity.

    abstract::We present an optical non-contact method for heart beat monitoring, based on the measurement of chest wall movements induced by the pumping action of the heart, which is eligible as a surrogate of electrocardiogram (ECG) in assessing both cardiac rate and heart rate variability (HRV). The method is based on the optica...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1007/s10439-006-9202-9

    authors: Morbiducci U,Scalise L,De Melis M,Grigioni M

    更新日期:2007-01-01 00:00:00

  • Prediction of hip fracture can be significantly improved by a single biomedical indicator.

    abstract::Femoral neck fractures are a relevant clinical and social problem. The aim of this study was to improve the prediction of patients at-risk of femoral neck fracture with respect to the current densitometric-based methods. In particular, finite element models were used to assess the prediction accuracy obtained by combi...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1114/1.1495866

    authors: Testi D,Viceconti M,Cappello A,Gnudi S

    更新日期:2002-06-01 00:00:00

  • Stress relaxation preconditioning of porcine aortic valves.

    abstract::In uniaxial tensile testing, load preconditioning is used to generate repeatable load/elongation curves and set a "reference state" for subsequent tensile tests. We have observed however, that for porcine aortic valve (PAV) tissues, preconditioning does not lead to repeatable stress relaxation curves. We thus investig...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1023/b:abme.0000019176.49650.19

    authors: Carew EO,Garg A,Barber JE,Vesely I

    更新日期:2004-04-01 00:00:00

  • Selective stimulation of latissimus dorsi muscle for cardiac assist.

    abstract::The contractile power of the latissimus dorsi muscle (LDM) is used in skeletal muscle cardiac assist (SMCA) to augment the blood pumping ability of a failing heart. The LDM has three anatomically distinct, independently innervate segments-the transverse, oblique, and lateral. There are potential advantages to selectiv...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1114/1.164

    authors: Thompson DR,Michele JJ,Cheever EA,George DT

    更新日期:1999-01-01 00:00:00

  • Redirection of neurite outgrowth by coupling chondroitin sulfate proteoglycans to polymer membranes.

    abstract::Upon nerve injury, the body creates an environment consisting of permissive and non-permissive cues that instruct the function of cells involved in nerve repair. Among other roles, the developing extracellular matrix (ECM) acts as an underlying substrate to guide the union of neurites extending from the proximal stump...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1007/s10439-014-0991-y

    authors: Man AJ,Leach JK,Bannerman P

    更新日期:2014-06-01 00:00:00

  • Tauberian-prony feature extraction technique for esophageal motility patterns.

    abstract::For the esophageal contractile activity recorded during swallowing, a feature extraction scheme has been developed. It recognizes the time, duration, and amplitudes of local peaks for each peristaltic wave. The method is based on the Tauberian approximation for modeling waveforms as a sum of identically shaped pulses ...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1007/BF02367607

    authors: Abou-Chadi FE,Ezzat FA,Gad-Elhak N,Sif el-Din AA

    更新日期:1993-03-01 00:00:00

  • Effects of training on human tracking of electrocutaneous signals.

    abstract::The effects of training on a person's ability to perceive, interpret and utilize information presented via the tactile sense were examined by using a dual-channel electrocutaneous tracking approach. The electrocutaneous code studied was linear pulse rate encoding of information. The stimulus had a pulse width of 200 m...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1007/BF02367409

    authors: Szeto AY,Chung YM

    更新日期:1986-01-01 00:00:00