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  • Open Access

    ARTICLE

    Bayesian Rule Modeling for Interpretable Mortality Classification of COVID-19 Patients

    Jiyoung Yun, Mainak Basak, Myung-Mook Han*

    CMC-Computers, Materials & Continua, Vol.69, No.3, pp. 2827-2843, 2021, DOI:10.32604/cmc.2021.017266

    Abstract Coronavirus disease 2019 (COVID-19) has been termed a “Pandemic Disease” that has infected many people and caused many deaths on a nearly unprecedented level. As more people are infected each day, it continues to pose a serious threat to humanity worldwide. As a result, healthcare systems around the world are facing a shortage of medical space such as wards and sickbeds. In most cases, healthy people experience tolerable symptoms if they are infected. However, in other cases, patients may suffer severe symptoms and require treatment in an intensive care unit. Thus, hospitals should select patients who have a high risk… More >

  • Open Access

    ARTICLE

    Risk Prediction of Aortic Dissection Operation Based on Boosting Trees

    Ling Tan1, Yun Tan2, Jiaohua Qin2, Hao Tang1,*, Xuyu Xiang2, Dongshu Xie1, Neal N. Xiong3

    CMC-Computers, Materials & Continua, Vol.69, No.2, pp. 2583-2598, 2021, DOI:10.32604/cmc.2021.017779

    Abstract During the COVID-19 pandemic, the treatment of aortic dissection has faced additional challenges. The necessary medical resources are in serious shortage, and the preoperative waiting time has been significantly prolonged due to the requirement to test for COVID-19 infection. In this work, we focus on the risk prediction of aortic dissection surgery under the influence of the COVID-19 pandemic. A general scheme of medical data processing is proposed, which includes five modules, namely problem definition, data preprocessing, data mining, result analysis, and knowledge application. Based on effective data preprocessing, feature analysis and boosting trees, our proposed fusion decision model can… More >

  • Open Access

    ARTICLE

    A Mortality Risk Assessment Approach on ICU Patients Clinical Medication Events Using Deep Learning

    Dejia Shi1, Hanzhong Zheng2,*

    CMES-Computer Modeling in Engineering & Sciences, Vol.128, No.1, pp. 161-181, 2021, DOI:10.32604/cmes.2021.014917

    Abstract ICU patients are vulnerable to medications, especially infusion medications, and the rate and dosage of infusion drugs may worsen the condition. The mortality prediction model can monitor the real-time response of patients to drug treatment, evaluate doctors’ treatment plans to avoid severe situations such as inverse Drug-Drug Interactions (DDI), and facilitate the timely intervention and adjustment of doctor’s treatment plan. The treatment process of patients usually has a time-sequence relation (which usually has the missing data problem) in patients’ treatment history. The state-of-the-art method to model such time-sequence is to use Recurrent Neural Network (RNN). However, sometimes, patients’ treatment can… More >

  • Open Access

    ARTICLE

    Potentiality of Different Seed Priming Agents to Mitigate Cold Stress of Winter Rice Seedling

    Md. Parvez Anwar1,*, Md. Ariful Islam Khalid1, A. K. M. Mominul Islam1, Sabina Yeasmin1, Sharif Ahmed2, Adel Hadifa3, Ismail A. Ismail4, Akbar Hossain5, Ayman EL Sabagh6,*

    Phyton-International Journal of Experimental Botany, Vol.90, No.5, pp. 1491-1506, 2021, DOI:10.32604/phyton.2021.015822

    Abstract Seed priming has proved to be an effective pre-germination seed invigoration technique for different crops to improve seed and seedling performance under different abiotic stresses. In Bangladesh, winter rice is very often exposed to cold waves just after sowing in the nursery bed resulting in poor seed germination and seedling emergence, yellowish and thin seedlings production, and a very low survival rate. Seed priming may mitigate the cold stress during seed germination and seedling emergence and helps in the quality seedling production of winter rice. To evaluate the efficacy of different seed priming techniques in increasing seedling emergence, growth, vigor… More >

  • Open Access

    ARTICLE

    Hypertension and Heart Failure as Predictors of Mortality in an Adult Congenital Heart Defect Population

    Cheryl Raskind-Hood1,*, Kashaine A. Gray2,3, Jayne Morgan3, Wendy M. Book4,*

    Congenital Heart Disease, Vol.16, No.4, pp. 333-355, 2021, DOI:10.32604/CHD.2021.014384

    Abstract Early intervention to prevent premature mortality is vital for adults with congenital heart defects (CHD). Anatomic complexity and comorbid conditions are thought to contribute to CHD mortality. Since hypertension (HTN) and heart failure (HF) are the comorbid conditions among the most prevalent causes of death in the United States, and commonly accompany CHD, it is crucial to evaluate whether they are reliable predictors of mortality for adults with CHD (ACHD) independent of anatomic CHD complexity. A retrospective cross-sectional analysis of ACHD, aged 18–64, with concomitant HTN and/or HF and at least one health care encounter during 2008–2010 were assessed. Of… More >

  • Open Access

    ARTICLE

    Lesion-based Patterns of Morbidity and Mortality in Hospitalized Adolescents with Congenital Heart Disease

    Aparna Kulkarni1,*, Richard Neugebauer2, Shelby Kutty3

    Congenital Heart Disease, Vol.16, No.3, pp. 299-307, 2021, DOI:10.32604/CHD.2021.014495

    Abstract Objective: The objective of this analysis is to describe the characteristics and morbidity during hospitalizations among adolescents with congenital heart disease (AdoCHD) from the Pediatric Health Information System (PHIS) database. Methods: The PHIS database was queried for all AdoCHD admissions aged 12–18 years (1/1/2004–12/31/2013). Major forms of CHD were identified by their International Classification of Diseases, ninth revision codes, further verified based on their secondary diagnosis and/or procedure codes. Patient characteristics, diagnoses, procedures and vital status were assessed. Results: In total, there were 4,267 adolescents admitted to 42 Children’s Hospitals, 58.3% were males, 24.6% single ventricle (SV) patients, 64.1% bi-ventricle… More >

  • Open Access

    ARTICLE

    Real-Time Analysis of COVID-19 Pandemic on Most Populated Countries Worldwide

    Meenu Gupta1, Rachna Jain2, Akash Gupta2,*, Kunal Jain2

    CMES-Computer Modeling in Engineering & Sciences, Vol.125, No.3, pp. 943-965, 2020, DOI:10.32604/cmes.2020.012467

    Abstract The spread of the Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) has already taken on pandemic extents, inuencing even more than 200 nations in a couple of months. Although, regulation measures in China have decreased new cases by over 98%, this decrease is not the situation everywhere, and most of the countries still have been affected by it. The objective of this research work is to make a comparative analysis of the top 5 most populated countries namely United States, India, China, Pakistan and Indonesia, from 1st January 2020 to 31st July 2020. This research work also targets to predict… More >

  • Open Access

    ARTICLE

    Use of Implantable Cardioverter-Defibrillators in Congenital Heart Disease and Pediatric Patients: Results from the German National Registry for Congenital Heart Defects

    Coralie Katharina Dicks1, Gerhard-Paul Diller1, Kristina Wasmer2, Paul C. Helm3,4, Ulrike M. M. Bauer3,4, Helmut Baumgartner1, Stefan Orwat1,#, Alicia Jeanette Fischer1,#,*

    Congenital Heart Disease, Vol.15, No.2, pp. 117-125, 2020, DOI:10.32604/CHD.2020.011520

    Abstract Background: Sudden cardiac death is a leading cause of death in patients with congenital heart disease (CHD). Risk stratification for implantable cardioverter defibrillators (ICD) remains difficult due to limited data about use and outcome of device therapy in CHD patients in larger community-based cohorts. Methods and results: Out of a dataset with more than 50,000 patients registered at the German National Register for Congenital Heart Defects, 109 patients (median age 35.5; IQR 23.75–46.00), 68 (62%) male) with an ICD were identified and were retrospectively analyzed. Although the number of implantations increased steadily throughout the investigated time interval from 2001 to… More >

  • Open Access

    ARTICLE

    QRS Duration and Outcome Late after Repair of Tetralogy of Fallot: Neurohormonal Activation Differentiates between Mechanical and Electrical Dyssynchrony

    Matthias Schneider*, Miriam Moser, Varius Dannenberg, Andreas Mangold, Robert Schönbauer, Christian Hengstenberg, Harald Gabriel

    Congenital Heart Disease, Vol.15, No.1, pp. 51-58, 2020, DOI:10.32604/CHD.2020.011712

    Abstract Background: Predicting the probability for sudden cardiac death (SCD) and thus evaluation of patients for electrical device therapy and/or ablation is one of the main tasks in clinics for adults with congenital heart disease (ACHD) following repaired tetralogy of Fallot (rTOF) patients. Previous data suggests that QRS complex analysis can help identifying those patients who subsequently suffer from SCD. We hypothesized that a long QRS duration is associated with adverse rhythm events if caused by conduction abnormalities but not if caused by right ventricular remodeling. Methods: A retrospective analysis was performed entailing all rTOF patients who were seen at our… More >

  • Open Access

    ARTICLE

    Contemporary outcomes and mortality risks of Ebstein anomaly: A single-center experience in Thailand

    Varisara Pornprasertchai, Chodchanok Vijarnsorn, Supaluck Kanjanauthai, Paweena Chungsomprasong, Prakul Chanthong, Kritvikrom Durongpisitkul, Jarupim Soongswang

    Congenital Heart Disease, Vol.14, No.4, pp. 619-627, 2019, DOI:10.1111/chd.12759

    Abstract Background: The increasing number of patients with Ebstein anomaly (EA) surviving into adulthood implies improvements in the treatments for the complex lesion. We revisited the clinical outcomes of patients with EA to demonstrate their “real world” survival.
    Objectives: To identify the survival and predictors of mortality in patients with EA who underwent medical or surgical management in the present era.
    Methods: All patients who had EA with atrioventricular concordance between 1994 and 2016 were retrospectively reviewed. Baseline characteristics, initial echocardio‐ graphic findings, treatments, and outcomes were explored. The survival analysis was performed at the end of 2017. A multivariate analysis… More >

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