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  • Open Access

    ARTICLE

    Hep-Pred: Hepatitis C Staging Prediction Using Fine Gaussian SVM

    Taher M. Ghazal1,2, Marrium Anam3, Mohammad Kamrul Hasan1, Muzammil Hussain4,*, Muhammad Sajid Farooq5, Hafiz Muhammad Ammar Ali4, Munir Ahmad6, Tariq Rahim Soomro7

    CMC-Computers, Materials & Continua, Vol.69, No.1, pp. 191-203, 2021, DOI:10.32604/cmc.2021.015436 - 04 June 2021

    Abstract Hepatitis C is a contagious blood-borne infection, and it is mostly asymptomatic during the initial stages. Therefore, it is difficult to diagnose and treat patients in the early stages of infection. The disease’s progression to its last stages makes diagnosis and treatment more difficult. In this study, an AI system based on machine learning algorithms is presented to help healthcare professionals with an early diagnosis of hepatitis C. The dataset used for our Hep-Pred model is based on a literature study, and includes the records of 1385 patients infected with the hepatitis C virus. Patients More >

  • Open Access

    ARTICLE

    Increased Th1, Th17 and pro-fibrotic responses in hepatitis C-infected patients are down-regulated after 12 weeks of treatment with pegylated interferon plus ribavirin

    Maria Angeles Jimenez-Sousa1, Raquel Almansa2, Concha de la Fuente1, Agustín Caro-Paton3, Lourdes Ruiz4, Gloria Sanchez-Antolín3, Jose Manuel Gonzalez4, Rocio Aller4, Noelia Alcaide3, Pilar Largo1, Salvador Resino5, Raul Ortiz de Lejarazu6, Jesus F. Bermejo-Martin2

    European Cytokine Network, Vol.21, No.2, pp. 84-91, 2010, DOI:10.1684/ecn.2010.0191

    Abstract Hepatitis C virus causes significant morbidity and mortality worldwide. The infection induces upregulation of cytokine and chemokines commonly linked to the development of cellular and pro-inflammatory antiviral responses. The current standard in hepatitis C treatment consists of combination regimens of pegylated interferon-alpha plus ribavirin. The impact of combined treatment in the host immune response is still poorly understood. In the present study, we profiled 27 cytokines, chemokines and growth factors involved in the innate and adaptive responses to the virus in the serum of 27 hepatitis C virus-infected patients, before and after 12 weeks of… More >

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