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  • Open Access

    ARTICLE

    An Automated System for Early Prediction of Miscarriage in the First Trimester Using Machine Learning

    Sumayh S. Aljameel1, Malak Aljabri1,2, Nida Aslam1, Dorieh M. Alomari3,*, Arwa Alyahya1, Shaykhah Alfaris1, Maha Balharith1, Hiessa Abahussain1, Dana Boujlea1, Eman S. Alsulmi4

    CMC-Computers, Materials & Continua, Vol.75, No.1, pp. 1291-1304, 2023, DOI:10.32604/cmc.2023.035710

    Abstract Currently, the risk factors of pregnancy loss are increasing and are considered a major challenge because they vary between cases. The early prediction of miscarriage can help pregnant ladies to take the needed care and avoid any danger. Therefore, an intelligent automated solution must be developed to predict the risk factors for pregnancy loss at an early stage to assist with accurate and effective diagnosis. Machine learning (ML)-based decision support systems are increasingly used in the healthcare sector and have achieved notable performance and objectiveness in disease prediction and prognosis. Thus, we developed a model to help obstetricians predict the… More >

  • Open Access

    ARTICLE

    Small RNA sequencing revealed aberrant piRNA expression profiles in deciduas of recurrent spontaneous abortion patients

    JIABAO WU1,2,#, XIAOHUA LIU1,2,#, LU HAN1,2, HUA NIE1,2, YUAN TANG1,2, YUNGE TANG1,3, GE SONG1,5, LIXIN ZHENG1,4, WEIBING QIN1,2,*

    BIOCELL, Vol.46, No.4, pp. 1013-1023, 2022, DOI:10.32604/biocell.2022.016744

    Abstract Piwi-interacting RNAs (piRNAs) is a novel class of non-coding RNAs. However, changes in piRNA expression profiles in recurrent spontaneous abortion (RSA) have not yet been investigated. The aim of this study was to identify differentially expressed piRNAs in deciduas of RSA patients. Decidua tissues were collected by curettage from recruited RSA patients and normal early pregnant (NEP) women with their informed consent. Small RNA sequencing was used to evaluate the differences in piRNA expression profiles between RSA and NEP. The present results demonstrated that the counts of total piRNA reads in RSA samples were increased compared with those in NEP… More >

  • Open Access

    ARTICLE

    Two polymorphisms in methylenetetrahydrofolate reductase gene (C677T and A1298C) frequently associated with recurrent spontaneous abortion show no association in Saudi women

    AFRAH ALKHURIJI1, ATEKAH ABDULLAH MOHAMMED ALRAQIBAH1, AMAAL AWAD ALHARBI1, ZENEB BABAY2, FATIMAH BASIL AL-MUKAYNIZI3, ARWA ALTHOMALI3, SONYA S. ABDEL-RAZEQ4, ARJUMAND S. WARSY5

    BIOCELL, Vol.44, No.4, pp. 613-621, 2020, DOI:10.32604/biocell.2020.09652

    Abstract Methylenetetrahydrofolate reductase (MTHFR) deficiency is the most common genetic cause of hyperhomocysteinemia, which has been implicated in the etiology of recurrent spontaneous abortion (RSA). This study was designed to investigate the association between two single nucleotide polymorphisms (SNP) (rs1801133 [C677T] and rs1801131 [A1298C]) in the MTHFR gene and RSA, in Saudis. These two SNPs were selected as these polymorphisms have a different effect on the activity and stability of the enzyme, and significantly diverse effects have been reported in relation to the association with RSA. Ethical approval was acquired from the IRB at King Saud University (KKUH), Saudi Arabia, and… More >

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