دانلود مقاله انگلیسی رایگان:هوش مصنوعی  و داده های بزرگ در سرطان و انکولوژی دقیق - 2020
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  • Artificial intelligence (AI) and big data in cancer and precision oncology Artificial intelligence (AI) and big data in cancer and precision oncology
    Artificial intelligence (AI) and big data in cancer and precision oncology

    سال انتشار:

    2020


    عنوان انگلیسی مقاله:

    Artificial intelligence (AI) and big data in cancer and precision oncology


    ترجمه فارسی عنوان مقاله:

    هوش مصنوعی و داده های بزرگ در سرطان و انکولوژی دقیق


    منبع:

    Sciencedirect - Elsevier - Computational and Structural Biotechnology Journal, 18 (2020) 2300-2311. doi:10.1016/j.csbj.2020.08.019


    نویسنده:

    Zodwa Dlamini ⇑, Flavia Zita Francies, Rodney Hull, Rahaba Marima


    چکیده انگلیسی:

    Artificial intelligence (AI) and machine learning have significantly influenced many facets of the healthcare sector. Advancement in technology has paved the way for analysis of big datasets in a cost- and time-effective manner. Clinical oncology and research are reaping the benefits of AI. The burden of cancer is a global phenomenon. Efforts to reduce mortality rates requires early diagnosis for effective therapeutic interventions. However, metastatic and recurrent cancers evolve and acquire drug resistance. It is imperative to detect novel biomarkers that induce drug resistance and identify therapeutic targets to enhance treatment regimes. The introduction of the next generation sequencing (NGS) platforms address these demands, has revolutionised the future of precision oncology. NGS offers several clinical applications that are important for risk predictor, early detection of disease, diagnosis by sequencing and medical imaging, accurate prognosis, biomarker identification and identification of therapeutic targets for novel drug discovery. NGS generates large datasets that demand specialised bioinformatics resources to analyse the data that is relevant and clinically significant. Through these applications of AI, cancer diagnostics and prognostic prediction are enhanced with NGS and medical imaging that delivers high resolution images. Regardless of the improvements in technology, AI has some challenges and limitations, and the clinical application of NGS remains to be validated. By continuing to enhance the progression of innovation and technology, the future of AI and precision oncology show great promise.
    Keywords: Artificial intelligence | Machine learning | Deep learning | Big datasets | Precision oncology | NGS and bioinformatics | Medical imaging | Digital pathology | Diagnosis | Treatment | Prognosis and drug discovery


    سطح: متوسط
    تعداد صفحات فایل pdf انگلیسی: 12
    حجم فایل: 1887 کیلوبایت

    قیمت: رایگان


    توضیحات اضافی:




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