当前位置： SCI文献检索 > COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE期刊下所有文献 > Intelligent classification of electrocardiogram (ECG) signal using extended Kalman Filter (EKF) based neuro fuzzy system.

Intelligent classification of electrocardiogram (ECG) signal using extended Kalman Filter (EKF) based neuro fuzzy system.

Abstract：

:This study presents the development of a hybrid system consisting of an ensemble of Extended Kalman Filter (EKF) based Multi Layer Perceptron Network (MLPN) and a one-pass learning Fuzzy Inference System using Look-up Table Scheme for the recognition of electrocardiogram (ECG) signals. This system can distinguish various types of abnormal ECG signals such as Ventricular Premature Cycle (VPC), T wave inversion (TINV), ST segment depression (STDP), and Supraventricular Tachycardia (SVT) from normal sinus rhythm (NSR) ECG signal.

journal_name

Comput Methods Programs Biomed

journal_title

Computer methods and programs in biomedicine

authors

Meau YP,Ibrahim F,Narainasamy SA,Omar R

doi

10.1016/j.cmpb.2006.03.003

subject

Has Abstract

pub_date

2006-05-01 00:00:00

pages

157-68

issue

2

eissn

0169-2607

issn

1872-7565

pii

S0169-2607(06)00065-4

journal_volume

82

pub_type

杂志文章

相关文献

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE文献大全
  • Corrigendum to "Transportation of magnetized micropolar hybrid nanomaterial fluid flow over a Riga curface surface" [Comput Meth Prog Bio 185 (2020) 105,136].

    abstract：:This corrigendum corrects the dimensions of partial differential equations in the paper [1], where these mistakes are occurred during typing processes. But the results in [1] does not affect the scientific and mathematical validity of the paper. ...

    journal_title：Computer methods and programs in biomedicine

    pub_type： 信件

    doi：10.1016/j.cmpb.2019.105251

    authors： Abbas N,Malik MY,Nadeem S

    更新日期：2020-04-01 00:00:00

  • An incremental learning system for atrial fibrillation detection based on transfer learning and active learning.

    abstract：BACKGROUND AND OBJECTIVE:Atrial fibrillation (AF) is a type of arrhythmia with high incidence. Automatic AF detection methods have been studied in previous works. However, a model cannot be used all the time without any improvement. And updating model requires adequate data and cost. Therefore, this study aims at findi...

    journal_title：Computer methods and programs in biomedicine

    pub_type： 杂志文章

    doi：10.1016/j.cmpb.2019.105219

    authors： Shi H,Wang H,Qin C,Zhao L,Liu C

    更新日期：2020-04-01 00:00:00

  • The effect of particulate matter size on cardiovascular health in Taipei Basin, Taiwan.

    abstract：BACKGROUND:Although the overall effect of particulate matter (PM) on cardiovascular disease (CVD) has been previously documented, the effect of different PM sizes (PM10, PM2.5-10 and PM2.5) has not been well studied. This study estimates the effect of different PM sizes on the incidence of CVD in Taipei, Taiwan. METHO...

    journal_title：Computer methods and programs in biomedicine

    pub_type： 杂志文章

    doi：10.1016/j.cmpb.2016.08.014

    authors： Yang HC,Chang SH,Lu R,Liou DM

    更新日期：2016-12-01 00:00:00

  • Trends in the growth of literature of telemedicine: A bibliometric analysis.

    abstract：:Over the past two decades, the use of telemedicine as a way to provide medical services has grown as communication technologies advance and patients seek more convenient ways to receive care. Because developments within this field are still rapidly evolving, identifying trends within telemedicine literature is an impo...

    journal_title：Computer methods and programs in biomedicine

    pub_type： 杂志文章

    doi：10.1016/j.cmpb.2015.09.008

    authors： Yang YT,Iqbal U,Ching JH,Ting JB,Chiu HT,Tamashiro H,Hsu YH

    更新日期：2015-12-01 00:00:00

  • Topological recovery for non-rigid 2D/3D registration of coronary artery models.

    abstract：BACKGROUND AND OBJECTIVE:Intra-operative X-ray angiography, the current standard method for visualizing and diagnosing cardiovascular disease, is limited in its ability to provide essential 3D information. These limitations are disadvantages in treating patients. For example, it is a cause of lowering the success rate ...

    journal_title：Computer methods and programs in biomedicine

    pub_type： 杂志文章

    doi：10.1016/j.cmpb.2020.105922

    authors： Yoon S,Yoon CH,Lee D

    更新日期：2021-01-05 00:00:00

  • A general algorithm for optimal sampling schedule design in nuclear medicine imaging.

    abstract：:Optimal sampling schedule (OSS) is of great interest in biomedical experiment design, as it can improve the physiological parameter estimation precision and significantly reduce the samples required. A number of well designed algorithms and software packages have been developed, which deal with the instantaneous measu...

    journal_title：Computer methods and programs in biomedicine

    pub_type： 杂志文章

    doi：10.1016/s0169-2607(00)00114-0

    authors： Li X,Feng D,Wong K

    更新日期：2001-04-01 00:00:00

  • Cross-sectional photoacoustic tomography image reconstruction with a multi-curve integration model.

    abstract：BACKGROUND AND OBJECTIVE:In acoustic inversion of photoacoustic tomography (PAT), an imaging model that precisely describes both the ultrasonic wave propagation and the detector properties is of crucial importance. Inspired by the multi-stripe integration model in clinical X-ray computed tomography systems, in this wor...

    journal_title：Computer methods and programs in biomedicine

    pub_type： 杂志文章

    doi：10.1016/j.cmpb.2020.105731

    authors： Qi L,Huang S,Li X,Zhang S,Lu L,Feng Q,Chen W

    更新日期：2020-12-01 00:00:00

  • Medical imaging correction: a comparative study of five contrast and brightness matching methods.

    abstract：:Contrast and brightness matching are often required in many medical imaging applications, especially when comparing medical data acquired over different time periods, due to dissimilarities in the acquisition process. Numerous methods have been proposed in this field, ranging from simple correction filters to more com...

    journal_title：Computer methods and programs in biomedicine

    pub_type： 杂志文章

    doi：10.1016/j.cmpb.2011.03.011

    authors： Matsopoulos GK

    更新日期：2012-06-01 00:00:00

  • Extracting a statistical data matrix from electronic patient records.

    abstract：:This paper describes the processing and transformation of medical data from a clinical database to a statistical data matrix. Precise extraction and linking tools must be available for the desired data to be processed for statistical purposes. We show that flexible mechanisms are required for the different types of us...

    journal_title：Computer methods and programs in biomedicine

    pub_type： 杂志文章

    doi：10.1016/s0169-2607(00)00130-9

    authors： Gall W,Heinzl H,Sachs P

    更新日期：2001-09-01 00:00:00

  • Finite element analysis of torque induced orthodontic bracket slot deformation in various bracket-archwire contact assembly.

    abstract：BACKGROUND AND OBJECTIVES:Orthodontic fixed appliance therapy involves alignment of teeth through the bracket and archwires. The archwire twist (torque) imparts significant forces inside the bracket slot in refining the teeth position at the end of treatment. The objective of this in- silico study was to evaluate the t...

    journal_title：Computer methods and programs in biomedicine

    pub_type： 杂志文章

    doi：10.1016/j.cmpb.2020.105748

    authors： Harikrishnan P,Magesh V,Ajayan AM,JebaSingh DK

    更新日期：2020-12-01 00:00:00

  • Image analysis and synthesis of multimodal images in medicine.

    abstract：:Radiologic and clinical practice can be enhanced by improved access to multimodal image information. Analysis, visualization, method characteristic image processing and image synthesis is needed not only for the interpretation of the images but also for performing effective consultations with clinical colleagues and c...

    journal_title：Computer methods and programs in biomedicine

    pub_type： 杂志文章

    doi：10.1016/0169-2607(94)90070-1

    authors： Englmeier KH,Haubner M,Fink U,Fink B

    更新日期：1994-06-01 00:00:00

  • Reliability and validity of DS-ADHD: A decision support system on attention deficit hyperactivity disorders.

    abstract：BACKGROUND AND OBJECTIVES:The purpose of this study is to examine the reliability of the clinical use of the self-built decision support system, diagnosis-supported attention deficit hyperactivity disorder (DS-ADHD), in an effort to develop the DS-ADHD system, by probing into the development of indicating patterns of p...

    journal_title：Computer methods and programs in biomedicine

    pub_type： 杂志文章

    doi：10.1016/j.cmpb.2016.12.003

    authors： Chu KC,Huang YS,Tseng CF,Huang HJ,Wang CH,Tai HY

    更新日期：2017-03-01 00:00:00

  • Mask_explorer: A tool for exploring brain masks in fMRI group analysis.

    abstract：BACKGROUND AND OBJECTIVE:Functional magnetic resonance imaging (fMRI) studies of the human brain are appearing in increasing numbers, providing interesting information about this complex system. Unique information about healthy and diseased brains is inferred using many types of experiments and analyses. In order to ob...

    journal_title：Computer methods and programs in biomedicine

    pub_type： 杂志文章

    doi：10.1016/j.cmpb.2016.07.015

    authors： Gajdoš M,Mikl M,Mareček R

    更新日期：2016-10-01 00:00:00

  • Pivoting approaches for bulk extraction of Entity-Attribute-Value data.

    abstract：:Entity-Attribute-Value (EAV) data, as present in repositories of clinical patient data, must be transformed (pivoted) into one-column-per-parameter format before it can be used by a variety of analytical programs. Pivoting approaches have not been described in depth in the literature, and existing descriptions are dat...

    journal_title：Computer methods and programs in biomedicine

    pub_type： 杂志文章

    doi：10.1016/j.cmpb.2006.02.001

    authors： Dinu V,Nadkarni P,Brandt C

    更新日期：2006-04-01 00:00:00

  • Deep learning algorithms for detection of diabetic retinopathy in retinal fundus photographs: A systematic review and meta-analysis.

    abstract：BACKGROUND:Diabetic retinopathy (DR) is one of the leading causes of blindness globally. Earlier detection and timely treatment of DR are desirable to reduce the incidence and progression of vision loss. Currently, deep learning (DL) approaches have offered better performance in detecting DR from retinal fundus images....

    journal_title：Computer methods and programs in biomedicine

    pub_type： 杂志文章

    doi：10.1016/j.cmpb.2020.105320

    authors： Islam MM,Yang HC,Poly TN,Jian WS,Jack Li YC

    更新日期：2020-07-01 00:00:00

  • Microcomputer program for automated action potential waveform analysis.

    abstract：:A program for action potential waveform analysis based on a PC compatible computer is described. Single or averaged action potentials are analyzed by obtaining its first derivative and using criteria which allow automatic measurement of several action potential components, including: depolarization rate, repolarizatio...

    journal_title：Computer methods and programs in biomedicine

    pub_type： 杂志文章

    doi：10.1016/s0169-2607(00)00053-5

    authors： Soto E,Salceda E,Cruz R,Ortega A,Vega R

    更新日期：2000-06-01 00:00:00

  • Optic disc and optic cup segmentation based on anatomy guided cascade network.

    abstract：BACKGROUND AND OBJECTIVE:Glaucoma, a worldwide eye disease, may cause irreversible vision damage. If not treated properly at an early stage, glaucoma eventually deteriorates into blindness. Various glaucoma screening methods, e.g. Ultrasound Biomicroscopy (UBM), Optical Coherence Tomography (OCT), and Heidelberg Retina...

    journal_title：Computer methods and programs in biomedicine

    pub_type： 杂志文章

    doi：10.1016/j.cmpb.2020.105717

    authors： Bian X,Luo X,Wang C,Liu W,Lin X

    更新日期：2020-12-01 00:00:00

  • A tracer metric numerical model for predicting tortuosity factors in three-dimensional porous tissue scaffolds.

    abstract：:One of the critical functions of a tissue-engineered construct is to be able to provide adequate nutrient and oxygen supply into the interior of the construct. An insufficient supply will lead to slower cellular proliferation rates and eventual apoptosis. The supply of the nutrients is largely governed by the transpor...

    journal_title：Computer methods and programs in biomedicine

    pub_type： 杂志文章

    doi：10.1016/j.cmpb.2007.04.003

    authors： Starly B,Yildirim E,Sun W

    更新日期：2007-07-01 00:00:00

  • Development of a child head analytical dynamic model considering cranial nonuniform thickness and curvature - Applying to children aged 0-1 years old.

    abstract：BACKGROUND AND OBJECTIVE:Although analytical models have been used to quickly predict head response under impact condition, the existing models generally took the head as regular shell with uniform thickness which cannot account for the actual head geometry with varied cranial thickness and curvature at different locat...

    journal_title：Computer methods and programs in biomedicine

    pub_type： 杂志文章

    doi：10.1016/j.cmpb.2018.04.022

    authors： Li Z,Ji C,Wang L

    更新日期：2018-07-01 00:00:00

  • Remote access methods for exploratory data analysis and statistical modelling: Privacy-Preserving Analytics.

    abstract：:This paper is concerned with the challenge of enabling the use of confidential or private data for research and policy analysis, while protecting confidentiality and privacy by reducing the risk of disclosure of sensitive information. Traditional solutions to the problem of reducing disclosure risk include releasing d...

    journal_title：Computer methods and programs in biomedicine

    pub_type： 杂志文章

    doi：10.1016/j.cmpb.2008.04.001

    authors： Sparks R,Carter C,Donnelly JB,O'Keefe CM,Duncan J,Keighley T,McAullay D

    更新日期：2008-09-01 00:00:00

  • Automated detection of conduct disorder and attention deficit hyperactivity disorder using decomposition and nonlinear techniques with EEG signals.

    abstract：BACKGROUND AND OBJECTIVES:Attention deficit hyperactivity disorder (ADHD) is often presented with conduct disorder (CD). There is currently no objective laboratory test or diagnostic method to discern between ADHD and CD, and diagnosis is further made difficult as ADHD is a common neuro-developmental disorder often pre...

    journal_title：Computer methods and programs in biomedicine

    pub_type： 杂志文章

    doi：10.1016/j.cmpb.2021.105941

    authors： Tor HT,Ooi CP,Lim-Ashworth NS,Wei JKE,Jahmunah V,Oh SL,Acharya UR,Fung DSS

    更新日期：2021-01-14 00:00:00

  • Calcium sparks in muscle cells: interactive procedures for automatic detection and measurements on line-scan confocal images series.

    abstract：:In muscle cells, force development is controlled by Ca2+ ions, which are rapidly released from the sarcoplasmic reticulum (SR) during sarcolemmal depolarization. In addition to this synchronized spatially homogeneous calcium signal, localized quantal Ca2+ release events (sparks) have been recorded using laser scanning...

    journal_title：Computer methods and programs in biomedicine

    pub_type： 杂志文章

    doi：10.1016/j.cmpb.2004.06.004

    authors： Sebille S,Cantereau A,Vandebrouck C,Balghi H,Constantin B,Raymond G,Cognard C

    更新日期：2005-01-01 00:00:00

  • Adaptive blood glucose control for intensive care applications.

    abstract：:Control of blood glucose concentration for patients in intensive care units (ICUs) has been demonstrated to be beneficial in reducing mortality and the incidence of serious complications, for both diabetic and non-diabetic patients. However, the high degree of variability and uncertainty characterizing the physiologic...

    journal_title：Computer methods and programs in biomedicine

    pub_type： 杂志文章

    doi：10.1016/j.cmpb.2012.01.011

    authors： Ottavian M,Barolo M,Zisser H,Dassau E,Seborg DE

    更新日期：2013-02-01 00:00:00

  • A SAS macro for constructing simultaneous confidence intervals for multinomial proportions.

    abstract：:Quesenberry and Hurst (1964), Goodman (1965) and Fitzpatrick and Scott (1987) proposed simultaneous construction of confidence intervals for multinomial proportions, however. statistical computing packages do not generally give one the option of specifying the type of construction to be used. We have written a SAS mac...

    journal_title：Computer methods and programs in biomedicine

    pub_type： 杂志文章

    doi：10.1016/s0169-2607(97)01809-9

    authors： May WL,Johnson WD

    更新日期：1997-07-01 00:00:00

  • Magneto rotating flow of hybrid nanofluid with entropy generation.

    abstract：BACKGROUND:Study of nanofluids has been enormously increased for the last couple of years. Regardless of some irregularity in the revealed outcomes and lacking consistency, yet the mechanisms of heat transport have been emerged as highly efficient. In the continuation of nanomaterials research, the investigators and an...

    journal_title：Computer methods and programs in biomedicine

    pub_type： 杂志文章

    doi：10.1016/j.cmpb.2019.105093

    authors： Ijaz Khan M,Hafeez MU,Hayat T,Imran Khan M,Alsaedi A

    更新日期：2020-01-01 00:00:00

  • Effect of power feature covariance shift on BCI spatial-filtering techniques: A comparative study.

    abstract：BACKGROUND AND OBJECTIVE:The input data distributions of EEG-based BCI systems can change during intra-session transitions due to nonstationarity caused by features covariate shifts, thus compromising BCI performance. We aimed to identify the most robust spatial filtering approach, among most used methods, testing them...

    journal_title：Computer methods and programs in biomedicine

    pub_type： 杂志文章

    doi：10.1016/j.cmpb.2020.105808

    authors： Miladinović A,Ajčević M,Jarmolowska J,Marusic U,Colussi M,Silveri G,Battaglini PP,Accardo A

    更新日期：2021-01-01 00:00:00

  • Encryption-free data transmission and hand-over in two-tier body area networks.

    abstract：BACKGROUND AND OBJECTIVE:Deployment of Body Area Networks (BAN) in hospitals can enable real time data collection and analysis for patient health. Such networks have a two-tier structure: the primary layer consists of nodes that are installed on hospital facilities, while the second tier contains sensors on patient bod...

    journal_title：Computer methods and programs in biomedicine

    pub_type： 杂志文章

    doi：10.1016/j.cmpb.2020.105411

    authors： Wang W,Qin T,Wang Y

    更新日期：2020-08-01 00:00:00

  • Numerical analysis of coronary artery bypass grafts: an over view.

    abstract：:Arterial bypass grafts tend to fail after some years due to the development of intimal thickening (restenosis). Non-uniform hemodynamics following a bypass operation contributes to restenosis and bypass failure can occur due to the focal development of anastomotic intimal hyperplasia. Additionally, surgical injury agg...

    journal_title：Computer methods and programs in biomedicine

    pub_type： 杂志文章,评审

    doi：10.1016/j.cmpb.2011.12.005

    authors： Owida AA,Do H,Morsi YS

    更新日期：2012-11-01 00:00:00

  • Intuitive user interfaces (IUI): a CASE starting point for design and programming.

    abstract：:The acceptance of a software product depends to a considerable extent on the user interface. The class of graphic-oriented user interfaces that are called Intuitive User Interfaces (IUI) is described. These interfaces allow the user to learn to operate software programs quickly. In the following the graphical layout p...

    journal_title：Computer methods and programs in biomedicine

    pub_type： 杂志文章

    doi：10.1016/0169-2607(92)90087-n

    authors： Bödi RA,Kaulich TW

    更新日期：1992-03-01 00:00:00

  • An optimal code for patient identifiers.

    abstract：:How to distinguish 1 billion individuals by an identifier consisting of eight characters, allowing a reasonable amount of error detection or even error correction? Our solution of this problem is an optimal code over a 32-character alphabet that detects up to two errors and corrects one error as well as a transpositio...

    journal_title：Computer methods and programs in biomedicine

    pub_type： 杂志文章

    doi：10.1016/j.cmpb.2005.03.004

    authors： Faldum A,Pommerening K

    更新日期：2005-07-01 00:00:00