当前位置： SCI文献检索 > MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING期刊下所有文献 > Prediction of persistence of combined evidence-based cardiovascular medications in patients with acute coronary syndrome after hospital discharge using neural networks.

Prediction of persistence of combined evidence-based cardiovascular medications in patients with acute coronary syndrome after hospital discharge using neural networks.

Abstract：

:In the PREVENIR-5 study, artificial neural networks (NN) were applied to a large sample of patients with recent first acute coronary syndrome (ACS) to identify determinants of persistence of evidence-based cardiovascular medications (EBCM: antithrombotic + beta-blocker + statin + angiotensin converting enzyme inhibitor-ACEI and/or angiotensin-II receptor blocker-ARB). From October 2006 to April 2007, 1,811 general practitioners recruited 4,850 patients with a mean time of ACS occurrence of 24 months. Patient profile for EBCM persistence was determined using automatic rule generation from NN. The prediction accuracy of NN was compared with that of logistic regression (LR) using Area Under Receiver-Operating Characteristics-AUROC. At hospital discharge, EBCM was prescribed to 2,132 patients (44%). EBCM persistence rate, 24 months after ACS, was 86.7%. EBCM persistence profile combined overweight, hypercholesterolemia, no coronary artery bypass grafting and low educational level (Positive Predictive Value = 0.958). AUROC curves showed better predictive accuracy for NN compared to LR models.

journal_name

Med Biol Eng Comput

journal_title

Medical & biological engineering & computing

authors

Bourdès V,Ferrières J,Amar J,Amelineau E,Bonnevay S,Berlion M,Danchin N

doi

10.1007/s11517-011-0785-4

subject

Has Abstract

pub_date

2011-08-01 00:00:00

pages

947-55

issue

8

eissn

0140-0118

issn

1741-0444

journal_volume

49

pub_type

杂志文章

相关文献

MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING文献大全
  • Using a numerical method to precisely evaluate the alpha angle in a hip image.

    abstract：:The alpha angle is a parameter extensively used to assess for cam-type femoroacetabular impingement (FAI) in a 2D image of the hip. As this angle requires estimation of the axis of the femoral neck, the drawing of this axis often results in measurement errors due to subjective judgment, influencing inter-rater and int...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/s11517-019-01973-4

    authors： Lai CL,Chi WM,Ho YJ,Lin CC,Lin HC,Kuo CL,Chen JH

    更新日期：2019-07-01 00:00:00

  • Performance analysis of melanoma classifier using electrical modeling technique.

    abstract：:An efficient and novel modeling approach is proposed in this paper for identifying proteins or genes involved in melanoma skin cancer. Two types of classifiers are modeled, based on the chemical structure and hydropathy property of amino acids. These classifiers are further implemented using NI LabVIEW-based hardware ...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/s11517-020-02241-6

    authors： Roy T,Bhattacharjee P

    更新日期：2020-10-01 00:00:00

  • Displacement of alveolar macrophages in air space of human lung.

    abstract：:The role of alveolar macrophages in the process of the human lung clearance is summarised. Three patterns of alveolar macrophage (AM) displacement on the surface of alveolus are distinguished depending on the loading of the surface with insoluble deposits, i.e. directional, directional with small stochastic noise and ...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/BF02522517

    authors： Gradoń L,Podgórski A

    更新日期：1995-07-01 00:00:00

  • Behaviour of two typical stents towards a new stent evolution.

    abstract：:This study explores the analysis of a new stent geometry from two typical stents used to treat the coronary artery disease. Two different finite element methods are applied with different boundary conditions to investigate the stenosis region. Computational fluid dynamics (CFD) models including fluid-structure interac...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/s11517-016-1574-x

    authors： Simão M,Ferreira JM,Mora-Rodriguez J,Fragata J,Ramos HM

    更新日期：2017-06-01 00:00:00

  • Decreased global field synchronization of multichannel frontal EEG measurements in obsessive-compulsive disorders.

    abstract：:Global field synchronization (GFS) quantifies the synchronization level of brain oscillations. The GFS method has been introduced to measure functional synchronization of EEG data in the frequency domain. GFS also detects phase interactions between EEG signals acquired from all of the electrodes. If a considerable amo...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/s11517-017-1689-8

    authors： Özçoban MA,Tan O,Aydin S,Akan A

    更新日期：2018-02-01 00:00:00

  • Industrial wideband noise reduction for hearing aids using a headset with adaptive-feedback active noise cancellation.

    abstract：:High-intensity noises are a health hazard for industrial workers, and hearing protection is necessary to prevent hearing loss. Passive methods, such as ear muffs, are ineffective against low-frequency noise. Moreover, many hearing-impaired workers must wear hearing aids to enable communication at their workplace, and ...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/BF02430951

    authors： Lin JH,Li PC,Tang ST,Liu PT,Young ST

    更新日期：2005-11-01 00:00:00

  • Viscoelastic response of human hair cortex.

    abstract：:The present study describes a new methodological approach which allows the separate analysis and quantitative determination of the viscous and elastic components of human hair using a computerised experimental system. In a first series of experiments subsequent to the estimation of the cross-sectional surface area of ...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/BF02446198

    authors： Nikiforidis G,Balas C,Tsambaos D

    更新日期：1992-01-01 00:00:00

  • Enrichment of cardiac pacemaker-like cells: neuregulin-1 and cyclic AMP increase I(f)-current density and connexin 40 mRNA levels in fetal cardiomyocytes.

    abstract：:Generation of a large number of cells belonging to the cardiac pacemaker system would constitute an important step towards their utilization as a biological cardiac pacemaker system. The aim of the present study was to identify factors, which might induce transformation of a heterogenous population of fetal cardiomyoc...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/s11517-007-0164-3

    authors： Ruhparwar A,Er F,Martin U,Radke K,Gruh I,Niehaus M,Karck M,Haverich A,Hoppe UC

    更新日期：2007-02-01 00:00:00

  • Robust segmentation and intelligent decision system for cerebrovascular disease.

    abstract：:Segmentation and classification of low-quality and noisy ultrasound images is challenging task. In this paper, a new approach is proposed for robust segmentation and classification of carotid artery ultrasound images and consequently, detecting cerebrovascular disease. The proposed technique consists of two phases, in...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/s11517-016-1481-1

    authors： Chaudhry A,Hassan M,Khan A

    更新日期：2016-12-01 00:00:00

  • Bivariate nonlinear prediction to quantify the strength of complex dynamical interactions in short-term cardiovascular variability.

    abstract：:A nonlinear prediction method for investigating the dynamic interdependence between short length time series is presented. The method is a generalization to bivariate prediction of the univariate approach based on nearest neighbor local linear approximation. Given the input and output series x and y, the relationship ...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/s11517-006-0043-3

    authors： Faes L,Nollo G

    更新日期：2006-05-01 00:00:00

  • Mathematical model of tumor volume dynamics in mice treated with electrochemotherapy.

    abstract：:The effectiveness of electrochemotherapy, a local treatment using electric pulses to increase the uptake of chemotherapeutic drug, includes several antitumor mechanisms. In addition to the cytotoxic action of chemotherapeutic drug, treatment outcome also depends on antitumor immune response. In order to assess the con...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/s11517-016-1562-1

    authors： Forjanič T,Miklavčič D

    更新日期：2017-07-01 00:00:00

  • Inhibition of TNF-alpha induced cell death in human umbilical vein endothelial cells and Jurkat cells by protocatechuic acid.

    abstract：:The Chinese herb radix Salviae miltiorrhizae (RSM) is used in traditional Chinese medicine as a treatment for cardiovascular and cerebrovascular diseases. Several components of the plant extract from salvia mitorrhiza bunge have been determined previously, one of which is protocatechuic acid (PAC). It has been found, ...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/BF02345308

    authors： Zhou-Stache J,Buettner R,Artmann G,Mittermayer C,Bosserhoff AK

    更新日期：2002-11-01 00:00:00

  • Computational prediction of the effect of D172N KCNJ2 mutation on ventricular pumping during sinus rhythm and reentry.

    abstract：:The understanding of cardiac arrhythmia under genetic mutations has grown in interest among researchers. Previous studies focused on the effect of the D172N mutation on electrophysiological behavior. In this study, we analyzed not only the electrophysiological activity but also the mechanical responses during normal s...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/s11517-020-02124-w

    authors： Heikhmakhtiar AK,Lee CH,Song KS,Lim KM

    更新日期：2020-05-01 00:00:00

  • Matching between theoretical and experimental data for ELF ion transport effects.

    abstract：:In recent years, several studies have been focused on the problem of nonthermal interaction between extremely low-frequency (ELF) electromagnetic fields and cell environment at membrane level. In the paper, to analyse the dynamic effects of weak static and harmonic fields on charged particles, some new considerations ...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/BF02446654

    authors： D'Inzeo G,Galli A,Palombo A

    更新日期：1993-07-01 00:00:00

  • Fluctuation analysis of respiratory impedance waveform in asthmatic patients: effect of airway obstruction.

    abstract：:Fluctuation analysis has great potential to contribute to pulmonary clinical science and practice. We evaluated the relationship between asthma and the respiratory impedance recurrence period density entropy (RPDEnZrs) and the variability (SDZrs). A non-invasive and simple protocol for assessing respiratory mechanics ...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/s11517-012-0957-x

    authors： Veiga J,Lopes AJ,Jansen JM,Melo PL

    更新日期：2012-12-01 00:00:00

  • Haemodynamic model of a unilateral iliac stenosis with an aortoiliac bypass.

    abstract：:A hydrodynamic model for the part of the human arterial network below the renal arteries has been constructed using specially fabricated distensible tubes and a pulsatile pump to simulate an aortoiliac bypass. The experiments and the computer model indicated that no 'steal' occurred due to the insertion of the bypass ...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/BF02441802

    authors： Helal MA,Watts KC,Marble AE

    更新日期：1993-11-01 00:00:00

  • Dual-sectored transurethral ultrasound for thermal treatment of stress urinary incontinence: in silico studies in 3D anatomical models.

    abstract：:The purpose of this study is to investigate the feasibility and performance of a stationary, non-focused dual-sectored tubular transurethral ultrasound applicator for thermal exposure of tissue regions adjacent to the urethra for treatment of stress urinary incontinence (SUI) through acoustic and biothermal simulation...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/s11517-020-02152-6

    authors： Liu D,Adams M,Burdette EC,Diederich CJ

    更新日期：2020-06-01 00:00:00

  • Three-dimensional changes of the cytoskeleton of vascular endothelial cells exposed to sustained hydrostatic pressure.

    abstract：:The three-dimensional changes in the cytoskeleton and in cell proliferation of bovine pulmonary artery endothelial cells when exposed to sustained hydrostatic pressure were investigated in vitro using laser scanning confocal microscopy. Subconfluent endothelial cells on rigid substrates were exposed to 1.5, 5 and 10 c...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/BF02523225

    authors： Salwen SA,Szarowski DH,Turner JN,Bizios R

    更新日期：1998-07-01 00:00:00

  • Modelling and numerical simulation of the in vivo mechanical response of the ascending aortic aneurysm in Marfan syndrome.

    abstract：:Marfan syndrome (MFS) is a genetic disorder that affects connective tissue, impairing cardiovascular structures and function, such as heart valves and aorta. Thus, patients with Marfan disease have a higher risk of developing circulatory problems associated with mitral and aortic valves prolapse, manifested as dilated...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/s11517-016-1524-7

    authors： García-Herrera CM,Celentano DJ,Herrera EA

    更新日期：2017-03-01 00:00:00

  • Estimation of the lactate threshold using an electro acoustic sensor system analysing the respiratory air.

    abstract：:The lactate threshold is used by athletes to optimise the intensity during exercise. It is of interest to measure the threshold on the very day and during the present sport activity. Steady state ergometer tests have been performed on 40 individuals to compare the threshold found by an electro acoustic sensor system t...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/s11517-008-0373-4

    authors： Folke M

    更新日期：2008-09-01 00:00:00

  • Effect of flow direction on the morphological responses of cultured bovine aortic endothelial cells.

    abstract：:The effect of flow direction on the morphology of cultured bovine aortic endothelial cells is studied. Fully confluent endothelial cells cultured on glass were subjected to a fluid-imposed shear stress of 2 Pa for 20 min and 24 h using a parallel plate flow chamber. Experiments on shear flow exposure were performed fo...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/BF02522869

    authors： Kataoka N,Ujita S,Sato M

    更新日期：1998-01-01 00:00:00

  • Feature extraction for on-line EEG classification using principal components and linear discriminants.

    abstract：:The study focuses on the problems of dimensionality reduction by means of principal component analysis (PCA) in the context of single-trial EEG data classification (i.e. discriminating between imagined left- and right-hand movement). The principal components with the highest variance, however, do not necessarily carry...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/BF02522476

    authors： Lugger K,Flotzinger D,Schlögl A,Pregenzer M,Pfurtscheller G

    更新日期：1998-05-01 00:00:00

  • Design of a novel mobility device controlled by the feet motion of a standing child: a feasibility study.

    abstract：:Self-generated mobility is a major contributor to the physical, emotional, cognitive, and social development of infants and toddlers. When young children have disorders that hinder self locomotion, their development is at risk for delay. Independent mobility via traditional power mobility devices may prevent this dela...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/s11517-011-0820-5

    authors： Schoepflin ZR,Chen X,Ragonesi CB,Galloway JC,Agrawal SK

    更新日期：2011-10-01 00:00:00

  • Inertial measurement units furnish accurate trunk trajectory reconstruction of the sit-to-stand manoeuvre in healthy subjects.

    abstract：:A simple inertial measurement unit (IMU) incorporating rate gyroscopes and accelerometers has been tested to investigate the trunk kinematics during the sit-to-stand. It was affixed at trunk L5 level and used for sit-to-stand position and orientation reconstruction. The method was validated with standard optoelectroni...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/s11517-007-0224-8

    authors： Giansanti D,Maccioni G,Benvenuti F,Macellari V

    更新日期：2007-10-01 00:00:00

  • Evaluation of laser Doppler imaging to measure blood flow in knee ligaments of adult rabbits.

    abstract：:Laser Doppler imaging (LDI) is investigated as a novel method for in vivo ligament tissue blood flow determination. LDI output signal is obtained from surgically exposed rabbit medial collateral ligaments (MCL). The LDI signal is compared with simultaneously determined, coloured microsphere (CM)-derived standardised M...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/BF02520078

    authors： Bray R,Forrester K,McDougall JJ,Damji A,Ferrell WR

    更新日期：1996-05-01 00:00:00

  • Proposal of hemodynamically improved design of an axial flow blood pump for LVAD.

    abstract：:Left ventricular assist devices (LVAD) emerges as an effective clinical device providing life-saving support to heart patients. The design of blood pump of an LVAD involves incredible accuracy and thorough understanding of hemodynamics to mimic the functionality of a healthy ventricle. This work studies hemodynamics a...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/s11517-019-02097-5

    authors： Kannojiya V,Das AK,Das PK

    更新日期：2020-02-01 00:00:00

  • Analysis of the first heart sound using the matching pursuit method.

    abstract：:It is acknowledged that the first heart sound S1 consists of two major, high-frequency components M1 and T1, corresponding, respectively, to the vibrations of the mitral and tricuspid valves and their surrounding tissues following valve closure in early systole. In this study, the matching pursuit (MP) method was used...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/BF02345436

    authors： Wang W,Guo Z,Yang J,Zhang Y,Durand LG,Loew M

    更新日期：2001-11-01 00:00:00

  • Statistical processing for gastric slow-wave identification.

    abstract：:Successful identification of gastric slow waves in canine gastric electrical activity (GEA) data was achieved using a statistical data-processing procedure based on the multiple linear regression (MLR) curve fitting technique. Both distal and proximal waveforms were identified, first by construction of separate orthon...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/BF02345076

    authors： Grant MS,Williams RD

    更新日期：2002-07-01 00:00:00

  • Tooth segmentation and gingival tissue deformation framework for 3D orthodontic treatment planning and evaluating.

    abstract：:In this study, we propose an integrated tooth segmentation and gingival tissue deformation simulation framework used to design and evaluate the orthodontic treatment plan especially with invisible aligners. Firstly, the bio-characteristics information of the digital impression is analyzed quantitatively and demonstrat...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/s11517-020-02230-9

    authors： Yuan T,Wang Y,Hou Z,Wang J

    更新日期：2020-10-01 00:00:00

  • Varying ultrasound power level to distinguish surgical instruments and tissue.

    abstract：:We investigate a new framework of surgical instrument detection based on power-varying ultrasound images with simple and efficient pixel-wise intensity processing. Without using complicated feature extraction methods, we identified the instrument with an estimated optimal power level and by comparing pixel values of v...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/s11517-017-1695-x

    authors： Ren H,Anuraj B,Dupont PE

    更新日期：2018-03-01 00:00:00