دانلود مقاله انگلیسی رایگان:کشف مدل های تعامل نقش در اتاق اورژانس با استفاده از فرآیند کاوی - 2018
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  • Discovering role interaction models in the Emergency Room using Process Mining Discovering role interaction models in the Emergency Room using Process Mining
    Discovering role interaction models in the Emergency Room using Process Mining

    سال انتشار:

    2018


    عنوان انگلیسی مقاله:

    Discovering role interaction models in the Emergency Room using Process Mining


    ترجمه فارسی عنوان مقاله:

    کشف مدل های تعامل نقش در اتاق اورژانس با استفاده از فرآیند کاوی


    منبع:

    Sciencedirect - Elsevier - Journal of Biomedical Informatics, 78 (2018) 60-77: doi:10:1016/j:jbi:2017:12:015


    نویسنده:

    Camilo Alvareza, Eric Rojasa,⁎, Michael Ariasa, Jorge Munoz-Gamaa, Marcos Sepúlvedaa, Valeria Herskovica, Daniel Capurrob


    چکیده انگلیسی:

    A coordinated collaboration among different healthcare professionals in Emergency Room (ER) processes is critical to promptly care for patients who arrive at the hospital in a delicate health condition, claiming for an immediate attention. The aims of this study are (i) to discover role interaction models in (ER) processes using process mining techniques; (ii) to understand how healthcare professionals are currently collaborating; and (iii) to provide useful knowledge that can help to improve ER processes. Methods: A four step method based on process mining techniques is proposed. An ER process of a university hospital was considered as a case study, using 7160 episodes that contains specific ER episode attributes. Results: Insights about how healthcare professionals collaborate in the ER was discovered, including the identification of a prevalent role interaction model along the major triage categories and specific role interaction models for different diagnoses. Also, common and exceptional professional interaction models were discovered at the role level. Conclusions: This study allows the discovery of role interaction models through the use of real-life clinical data and process mining techniques. Results show a useful way of providing relevant insights about how healthcare professionals collaborate, uncovering opportunities for process improvement.
    Keywords: Healthcare ، Processes ، Process mining ، Case studies ، Organizational mining ، Organizational team patterns


    سطح: متوسط
    تعداد صفحات فایل pdf انگلیسی: 18
    حجم فایل: 943 کیلوبایت

    قیمت: رایگان


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