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  • Open Access

    ARTICLE

    A New Logarithmic Family of Distributions: Properties and Applications

    Yanping Wang1,2, Zhengqiang Feng1, Almaspoor Zahra3,*

    CMC-Computers, Materials & Continua, Vol.66, No.1, pp. 919-929, 2021, DOI:10.32604/cmc.2020.012261 - 30 October 2020

    Abstract In recent years, there has been an increased interest among the researchers to propose new families of distributions to provide the best fit to lifetime data with monotonic (increasing, decreasing, constant) and non-monotonic (unimodal, modified unimodal, bathtub) hazard functions. We further carry this area of research and propose a new family of lifetime distributions called a new logarithmic family via the T-X family approach. For the proposed family, explicit expressions for some mathematical properties along with the estimation of parameters through Maximum likelihood method are discussed. A sub-model, called a new logarithmic Weibull distribution is taken… More >

  • Open Access

    ARTICLE

    Abnormal Coronary Anatomy in Patients with Transposition of the Great Arteries and Atrial Switch: A Predictor of Serious Cardiac Adverse Events?

    Yoann Perreux1, Marie Alexandre Chaix2, Anna Kamp3, François-Pierre Mongeon2, Magali Pham2, Loïc Boussel1, Roland Henaine1, Annie Dore2, Blandine Mondésert2, Sylvie Di-Filippo1, Paul Khairy2, Francis Bessiere1,*

    Congenital Heart Disease, Vol.15, No.6, pp. 473-482, 2020, DOI:10.32604/CHD.2020.013032 - 02 November 2020

    Abstract Sudden cardiac death and heart failure are well known long-term complications after atrial switch for D-transposition of the great arteries (D-TGA). Right systemic ventricular dysfunction is common and myocardial ischemia has been implicated as a putative mechanism for sudden death, with coronary anomalies prevalent in 30% of cases. We sought to assess an association between adverse events and coronary anomalies in patients with D-TGA and atrial switch surgery. An observational study was conducted in 3 tertiary centers (Montreal Heart Institute, Canada, Nationwide Children’s hospital, Chicago, USA and Hopital cardiologique Louis Pradel de Lyon, France). Adults… More >

  • Open Access

    ARTICLE

    PDNet: A Convolutional Neural Network Has Potential to be Deployed on Small Intelligent Devices for Arrhythmia Diagnosis

    Fei Yang1,2,#, Xiaoqing Zhang1,*,#, Yong Zhu3

    CMES-Computer Modeling in Engineering & Sciences, Vol.125, No.1, pp. 365-382, 2020, DOI:10.32604/cmes.2020.010798 - 18 September 2020

    Abstract Heart arrhythmia is a group of irregular heartbeat conditions and is usually detected by electrocardiograms (ECG) signals. Over the past years, deep learning methods have been developed to classify different types of heart arrhythmias through ECG based on computer-aided diagnosis systems (CADs), but these deep learning methods usually cannot trade-off between classification performance and parameters of deep learning methods. To tackle this problem, this work proposes a convolutional neural network (CNN) model named PDNet to recognize different types of heart arrhythmias efficiently. In the PDNet, a convolutional block named PDblock is devised, which is comprised More >

  • Open Access

    ARTICLE

    Financial Trading Model with Stock Bar Chart Image Time Series with Deep Convolutional Neural Networks

    Omer Berat Sezer*, Ahmet Murat Ozbayoglu

    Intelligent Automation & Soft Computing, Vol.26, No.2, pp. 323-334, 2020, DOI:10.31209/2018.100000065

    Abstract Even though computational intelligence techniques have been extensively utilized in financial trading systems, almost all developed models use the time series data for price prediction or identifying buy-sell points. However, in this study we decided to use 2-D stock bar chart images directly without introducing any additional time series associated with the underlying stock. We propose a novel algorithmic trading model CNN-BI (Convolutional Neural Network with Bar Images) using a 2-D Convolutional Neural Network. We generated 2-D images of sliding windows of 30-day bar charts for Dow 30 stocks and trained a deep Convolutional Neural More >

  • Open Access

    ARTICLE

    Numerical Investigations on the Impact of Turbulent Prandtl Number and Schmidt Number on Supersonic Combustion

    Yongkang Zheng1,2,*, Chao Yan1

    FDMP-Fluid Dynamics & Materials Processing, Vol.16, No.3, pp. 637-650, 2020, DOI:10.32604/fdmp.2020.09694 - 25 May 2020

    Abstract The flow field inside the combustor of a scramjet is highly complicated and the related turbulent Prandtl and Schmidt numbers have a significant impact on the effective numerical prediction of such dynamics. As in many cases researchers set these parameters on the basis of purely empirical laws, assessing their impact (via parametric numerical simulations) is a subject of great importance. In the present work, in particular, two test cases with different characteristics are selected for further evaluation of the role played by these non-dimensional numbers: Burrows-Kurkov case and DLR case. The numerical results indicate that More >

  • Open Access

    RETRACTION

    Retraction Notice to: Automatic Arrhythmia Detection Based on Convolutional Neural Networks

    Zhong Liu, Xin’an Wang, Kuntao Lu, David Su

    CMC-Computers, Materials & Continua, Vol.63, No.2, pp. 1079-1079, 2020, DOI:10.32604/cmc.2020.04882

    Abstract This article has no abstract. More >

  • Open Access

    ARTICLE

    The incidence of arrhythmias during exercise stress tests among children with Kawasaki disease: A single-center case series

    Varun Aggarwal1,2, Kristen Sexson-Tejtal1, Wilson Lam1, Santiago O. Valdes1, Caridad M. de la Uz1, Jeffrey J. Kim1, Christina Y. Miyake1

    Congenital Heart Disease, Vol.14, No.6, pp. 1032-1036, 2019, DOI:10.1111/chd.12864

    Abstract Objective: Based on 2017 guidelines, participation in competitive sports with prior history of Kawasaki Disease (KD) requires those with coronary artery aneurysms (CAA) z score ≥ 5 to undergo evaluation for evidence of inducible ischemia or arrhythmias. The use of exercise stress testing (EST) to evaluate arrhythmias among KD patients has never been reported. This retrospective single-center case series study sought to describe the presence of inducible arrhythmias during EST in KD patients with or without CAA.
    Methods: Single-center retrospective review of medical records of patients diagnosed with KD between 1989-2015 at Texas Children’s Hospital, Houston, Texas… More >

  • Open Access

    ARTICLE

    Atrial fibrillation in adults with congenital heart disease following cardiac surgery in a single center: Analysis of incidence and risk factors

    Michael A. Brock, John‐Anthony Coppola, Jana Reid, Diego Moguillansky

    Congenital Heart Disease, Vol.14, No.6, pp. 924-930, 2019, DOI:10.1111/chd.12857

    Abstract Objective: The primary aim of our work is to determine the incidence of atrial fibrillation following cardiac surgery in adults with congenital heart disease. Secondary aims include identifying risk factors predictive of developing early postoperative atrial fibrillation and morbidities associated with early postoperative atrial fibrillation.
    Design: Retrospective analysis.
    Setting: Single center, quaternary care children’s hospital.
    Patients: This review included patients at least 18 years of age with known congenital heart disease who underwent cardiac surgery requiring a median sternotomy at our congenital heart center from January 1, 2012 to December 31, 2016.
    Interventions: None.
    Outcome Measures: The primary outcome was early… More >

  • Open Access

    ARTICLE

    Improvement in ventricular function with rhythm control of atrial arrhythmias may delay the need for atrioventricular valve surgery in adults with congenital heart disease

    Benjamin Zielonka1, Yuli Y. Kim2,3, Gregory E. Supple2, Sara L. Partington2,3, Emily S. Ruckdeschel2,3, Francis E. Marchlinski2, David S. Frankel2

    Congenital Heart Disease, Vol.14, No.6, pp. 931-938, 2019, DOI:10.1111/chd.12833

    Abstract Objective: Atrial arrhythmias and atrioventricular valve regurgitation (AVVR) are common causes of morbidity among adults with congenital heart disease (ACHD). The impact of rhythm control on AVVR in this population is unknown. We sought to determine whether a rhythm control strategy is associated with greater freedom from AV valve surgery than a rate control strategy.
    Design: Patients evaluated by both ACHD and electrophysiology specialists at a single academic center were screened for atrial arrhythmias and at least moderate‐severe AVVR. Clinical and electrographic data were abstracted. All echocardiograms were in‐ terpreted by a single echocardiographer blinded to treatment… More >

  • Open Access

    ARTICLE

    Postoperative and short‐term atrial tachyarrhythmia burdens after transcatheter vs surgical pulmonary valve replacement among congenital heart disease patients

    Subeer K. Wadia1, Gentian Lluri1, Jamil A. Aboulhosn1, Hillel Laks2, Reshma M. Biniwale2, Glen S. Van Arsdell2, Daniel S. Levi3, Morris M. Salem3, Kevin M. Shannon1,3, Jeremy P. Moore1,3

    Congenital Heart Disease, Vol.14, No.5, pp. 838-845, 2019, DOI:10.1111/chd.12818

    Abstract Objective: We examined the atrial tachyarrhythmia (AT) burden among patients with congenital heart disease (CHD) following transcatheter (TC‐) or surgical (S‐) pulmo‐ nary valve replacement (PVR).
    Design/Setting: This was a retrospective observational study of patients who under‐ went PVR from 2010 to 2016 at UCLA Medical Center.
    Patients: Patients of all ages who had prior surgical repair for CHD were included. Patients with a history of congenitally corrected transposition of the great arteries, underwent a hybrid PVR procedure, or had permanent atrial fibrillation (AF) without a concomitant ablation were excluded.
    Outcome Measures: The primary outcome was a time‐to‐event analysis… More >

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