Nonparametric survival analysis of cervical cancer patients in Malaysia
Cervical cancer is the third most prevalent and fourth most lethal cancer among Malaysian women. It continues to be a major concern among physicians. Nevertheless, there are very few published works on the differences in survival probabilities of these patients in Malaysia. The application of surviv...
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Pusat e-pembelajaran, UMS
2022
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my.ums.eprints.412102024-10-02T04:54:29Z https://eprints.ums.edu.my/id/eprint/41210/ Nonparametric survival analysis of cervical cancer patients in Malaysia Nurliyana Juhan Yong Zulina Zubairi Nur Idayu Ah Khaliludin Siti Rohani Mohd Nor RA1-1270 Public aspects of medicine RC254-282 Neoplasms. Tumors. Oncology Including cancer and carcinogens Cervical cancer is the third most prevalent and fourth most lethal cancer among Malaysian women. It continues to be a major concern among physicians. Nevertheless, there are very few published works on the differences in survival probabilities of these patients in Malaysia. The application of survival analysis is crucial in addressing this issue. In this study, data was collected from Universiti Sains Malaysia Hospital (HUSM) throughout a seven-year period. A nonparametric statistical approach was applied to measure the differences in survival probabilities of cervical cancer patients and identify the prognostic variables. The nonparametric analyses considered were the Kaplan-Meier survival curve and the log-rank test. From the Kaplan-Meier estimation, a general pattern of the survival rates with a median survival time of 41.2 months was observed. From the survival curves, it appears that the survival probabilities of the patients are different for five variables namely lymph node involvement, distant metastasis, histology, primary treatment and stage. Meanwhile, from the log-rank test, it appears that the survival probabilities of the patients are different for three variables, namely distant metastasis, primary treatment, and stage, which indicates that only these three variables are significant prognostic factors. Pusat e-pembelajaran, UMS 2022 Proceedings PeerReviewed text en https://eprints.ums.edu.my/id/eprint/41210/1/ABSTRACT.pdf text en https://eprints.ums.edu.my/id/eprint/41210/2/FULL%20TEXT.pdf Nurliyana Juhan and Yong Zulina Zubairi and Nur Idayu Ah Khaliludin and Siti Rohani Mohd Nor (2022) Nonparametric survival analysis of cervical cancer patients in Malaysia. https://oer.ums.edu.my/handle/oer_source_files/2441 |
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RA1-1270 Public aspects of medicine RC254-282 Neoplasms. Tumors. Oncology Including cancer and carcinogens |
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RA1-1270 Public aspects of medicine RC254-282 Neoplasms. Tumors. Oncology Including cancer and carcinogens Nurliyana Juhan Yong Zulina Zubairi Nur Idayu Ah Khaliludin Siti Rohani Mohd Nor Nonparametric survival analysis of cervical cancer patients in Malaysia |
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Cervical cancer is the third most prevalent and fourth most lethal cancer among Malaysian women. It continues to be a major concern among physicians. Nevertheless, there are very few published works on the differences in survival probabilities of these patients in Malaysia. The application of survival analysis is crucial in addressing this issue. In this study, data was collected from Universiti Sains Malaysia Hospital (HUSM) throughout a seven-year period. A nonparametric statistical approach was applied to measure the differences in survival probabilities of cervical cancer patients and identify the prognostic variables. The nonparametric analyses considered were the Kaplan-Meier survival curve and the log-rank test. From the Kaplan-Meier estimation, a general pattern of the survival rates with a median survival time of 41.2 months was observed. From the survival curves, it appears that the survival probabilities of the patients are different for five variables namely lymph node involvement, distant metastasis, histology, primary treatment and stage. Meanwhile, from the log-rank test, it appears that the survival probabilities of the patients are different for three variables, namely distant metastasis, primary treatment, and stage, which indicates that only these three variables are significant prognostic factors. |
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Proceedings |
author |
Nurliyana Juhan Yong Zulina Zubairi Nur Idayu Ah Khaliludin Siti Rohani Mohd Nor |
author_facet |
Nurliyana Juhan Yong Zulina Zubairi Nur Idayu Ah Khaliludin Siti Rohani Mohd Nor |
author_sort |
Nurliyana Juhan |
title |
Nonparametric survival analysis of cervical cancer patients in Malaysia |
title_short |
Nonparametric survival analysis of cervical cancer patients in Malaysia |
title_full |
Nonparametric survival analysis of cervical cancer patients in Malaysia |
title_fullStr |
Nonparametric survival analysis of cervical cancer patients in Malaysia |
title_full_unstemmed |
Nonparametric survival analysis of cervical cancer patients in Malaysia |
title_sort |
nonparametric survival analysis of cervical cancer patients in malaysia |
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Pusat e-pembelajaran, UMS |
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2022 |
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https://eprints.ums.edu.my/id/eprint/41210/1/ABSTRACT.pdf https://eprints.ums.edu.my/id/eprint/41210/2/FULL%20TEXT.pdf https://eprints.ums.edu.my/id/eprint/41210/ https://oer.ums.edu.my/handle/oer_source_files/2441 |
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1814049433329860608 |
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13.209306 |