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  • Open Access

    ARTICLE

    Investigating of Classification Algorithms for Heart Disease Risk Prediction

    Nisha Mary1, Bilal Khan1,*, Abdullah A Asiri2, Fazal Muhammad3, Samar Alqhtani4, Khlood M Mehdar5, Hanan Talal Halwani4, Turki Aleyani4, Khalaf A Alshamrani2

    Journal of Intelligent Medicine and Healthcare, Vol.1, No.1, pp. 11-31, 2022, DOI:10.32604/jimh.2022.030161 - 14 June 2022

    Abstract Prognosis of HD is a complex task that requires experience and expertise to predict in the early stage. Nowadays, heart failure is rising due to the inherent lifestyle. The healthcare industry generates dense records of patients, which cannot be managed manually. Such an amount of data is very significant in the field of data mining and machine learning when gathering valuable knowledge. During the last few decades, researchers have used different approaches for the prediction of HD, but still, the major problem is the uncertainty factor in the output data and also there is a… More >

  • Open Access

    ARTICLE

    Application Progress of Aromatherapy in Perioperative Patients

    Yuezi Liao1,2,*, Xing Liu1,2, Mengqin Zhang1,2, Hao Hua3

    Journal of Intelligent Medicine and Healthcare, Vol.1, No.1, pp. 1-10, 2022, DOI:10.32604/jimh.2022.029848 - 14 June 2022

    Abstract Aromatherapy is a sort of natural therapy for body maintenance using essential oils and vegetable oils extracted from natural plants. It belongs to the category of homeopathy. Aromatherapy combines the dual functions of art and treatment, comprehensively considers the needs of human physiology and psychology, and is widely used in the field of medical care. Aromatherapy is one of the complementary and alternative treatments extensively studied at home and abroad. It has a relieving effect on postoperative pain, sleep disturbance, nausea, vomiting and preoperative anxiety, and is an important intervention in perioperative care. A large… More >

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