• Login
    View Item 
    •   Home
    • UNDERGRADUATE THESES (Koleksi Skripsi Sarjana)
    • UT-Faculty of Mathematics and Natural Sciences
    • View Item
    •   Home
    • UNDERGRADUATE THESES (Koleksi Skripsi Sarjana)
    • UT-Faculty of Mathematics and Natural Sciences
    • View Item
    JavaScript is disabled for your browser. Some features of this site may not work without it.

    Analisis Risiko Kematian Pasien Covid-19 Menggunakan Model Extended cox

    Thumbnail
    View/Open
    Cyndy Romarizka Respository.pdf (1.734Mb)
    Date
    2022-05-24
    Author
    ROMARIZKA, Cyndy
    Metadata
    Show full item record
    Abstract
    Globally, in 2021 there were 170,051,718 cases of COVID-19 and 3,540,437 patients died. The high mortality rate of patients infected with COVID-19 gives an idea to examine the analysis of the factors that influence the death of Covid-19 patients so that they can provide special treatment for patients who have these factors. The data used in this study were Covid-19 patient data obtained from the Mexican Government, with response variables namely time and status and predictor variables, namely patient laboratory results in the form of a history of illness that had been suffered by Covid-19. patients so that they adopted an extended model to evaluate the data. The data in this study is heterogeneous and the amount is large, so data clustering is carried out into 3 clusters, namely low emergency clusters, medium emergency clusters, and high emergency clusters using K-means clustering. Because the study didn’t find factors that affect the death of Covid-19 patients, two clusters were selected, namely the medium emergency cluster and the high emergency cluster. So that the factors that affect the death of Covid-19 patients in the emergency medium cluster are sorted by the highest hazard ratio, namely pneumonia, old age, chronic kidney disease, diabetes, COPD, immune system, hypertension, cardiovascular, obesity, sex, and asthma. In the high emergency cluster, sorted by the highest hazard ratio is the immune system, chronic kidney disease, cardiovascular disease, COPD, tobacco, hypertension, obesity, sex, and pneumonia.
    URI
    https://repository.unej.ac.id/xmlui/handle/123456789/124368
    Collections
    • UT-Faculty of Mathematics and Natural Sciences [3437]

    UPA-TIK Copyright © 2024  Library University of Jember
    Contact Us | Send Feedback

    Indonesia DSpace Group :

    University of Jember Repository
    IPB University Scientific Repository
    UIN Syarif Hidayatullah Institutional Repository
     

     

    Browse

    All of RepositoryCommunities & CollectionsBy Issue DateAuthorsTitlesSubjectsThis CollectionBy Issue DateAuthorsTitlesSubjects

    My Account

    LoginRegister

    Context

    Edit this item

    UPA-TIK Copyright © 2024  Library University of Jember
    Contact Us | Send Feedback

    Indonesia DSpace Group :

    University of Jember Repository
    IPB University Scientific Repository
    UIN Syarif Hidayatullah Institutional Repository