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Title: :  ANALYZING CERVICAL CANCER CASES AT GWERU DISTRICT HOSPITAL IN ZIMBABWE: USING ARTIFICIAL NEURAL NETWORKS
PaperId: :  12283
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 6 Issue 4 2020
DUI:    16.0415/IJARIIE-12283
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Dr. Smartson. P. NYONIUniversity of Zimbabwe, Harare, Zimbabwe
Thabani NYONIUniversity of Zimbabwe, Harare, Zimbabwe

Abstract

Economics
ANN, Cervical Cancer, Forecasting
In this research paper, ANN models are applied to forecast cervical cancer cases seen and managed at Gweru District Hospital (GDH), Gweru, Zimbabwe. The study used a data set covering the period January 2010 – December 2019. The out-of-sample period covers the period January 2020 – December 2021. The applied neural network model is stable and thus suitable for modeling and forecasting cervical cancer cases at GDH. The results of the study generally indicate that monthly cervical cancer cases are likely to be 0, 1 or 2 in the GDH catchment area over the period January 2020 – December 2021. In order to reduce cervical cancer incidence to the barest minimum of 0 cases per month, the paper recommends regular mass cervical cancer screening, amongst other recommendations.

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IJARIIE Dr. Smartson. P. NYONI, and Thabani NYONI. "ANALYZING CERVICAL CANCER CASES AT GWERU DISTRICT HOSPITAL IN ZIMBABWE: USING ARTIFICIAL NEURAL NETWORKS" International Journal Of Advance Research And Innovative Ideas In Education Volume 6 Issue 4 2020 Page 519-527
MLA Dr. Smartson. P. NYONI, and Thabani NYONI. "ANALYZING CERVICAL CANCER CASES AT GWERU DISTRICT HOSPITAL IN ZIMBABWE: USING ARTIFICIAL NEURAL NETWORKS." International Journal Of Advance Research And Innovative Ideas In Education 6.4(2020) : 519-527.
APA Dr. Smartson. P. NYONI, & Thabani NYONI. (2020). ANALYZING CERVICAL CANCER CASES AT GWERU DISTRICT HOSPITAL IN ZIMBABWE: USING ARTIFICIAL NEURAL NETWORKS. International Journal Of Advance Research And Innovative Ideas In Education, 6(4), 519-527.
Chicago Dr. Smartson. P. NYONI, and Thabani NYONI. "ANALYZING CERVICAL CANCER CASES AT GWERU DISTRICT HOSPITAL IN ZIMBABWE: USING ARTIFICIAL NEURAL NETWORKS." International Journal Of Advance Research And Innovative Ideas In Education 6, no. 4 (2020) : 519-527.
Oxford Dr. Smartson. P. NYONI, and Thabani NYONI. 'ANALYZING CERVICAL CANCER CASES AT GWERU DISTRICT HOSPITAL IN ZIMBABWE: USING ARTIFICIAL NEURAL NETWORKS', International Journal Of Advance Research And Innovative Ideas In Education, vol. 6, no. 4, 2020, p. 519-527. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/ANALYZING_CERVICAL_CANCER_CASES_AT_GWERU_DISTRICT_HOSPITAL_IN_ZIMBABWE__USING_ARTIFICIAL_NEURAL_NETWORKS_ijariie12283_converted.pdf (Accessed : ).
Harvard Dr. Smartson. P. NYONI, and Thabani NYONI. (2020) 'ANALYZING CERVICAL CANCER CASES AT GWERU DISTRICT HOSPITAL IN ZIMBABWE: USING ARTIFICIAL NEURAL NETWORKS', International Journal Of Advance Research And Innovative Ideas In Education, 6(4), pp. 519-527IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/ANALYZING_CERVICAL_CANCER_CASES_AT_GWERU_DISTRICT_HOSPITAL_IN_ZIMBABWE__USING_ARTIFICIAL_NEURAL_NETWORKS_ijariie12283_converted.pdf (Accessed : )
IEEE Dr. Smartson. P. NYONI, and Thabani NYONI, "ANALYZING CERVICAL CANCER CASES AT GWERU DISTRICT HOSPITAL IN ZIMBABWE: USING ARTIFICIAL NEURAL NETWORKS," International Journal Of Advance Research And Innovative Ideas In Education, vol. 6, no. 4, pp. 519-527, Jul-Aug 2020. [Online]. Available: http://ijariie.com/AdminUploadPdf/ANALYZING_CERVICAL_CANCER_CASES_AT_GWERU_DISTRICT_HOSPITAL_IN_ZIMBABWE__USING_ARTIFICIAL_NEURAL_NETWORKS_ijariie12283_converted.pdf [Accessed : ].
Turabian Dr. Smartson. P. NYONI, and Thabani NYONI. "ANALYZING CERVICAL CANCER CASES AT GWERU DISTRICT HOSPITAL IN ZIMBABWE: USING ARTIFICIAL NEURAL NETWORKS." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 6 number 4 ().
Vancouver Dr. Smartson. P. NYONI, and Thabani NYONI. ANALYZING CERVICAL CANCER CASES AT GWERU DISTRICT HOSPITAL IN ZIMBABWE: USING ARTIFICIAL NEURAL NETWORKS. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2020 [Cited : ]; 6(4) : 519-527. Available from: http://ijariie.com/AdminUploadPdf/ANALYZING_CERVICAL_CANCER_CASES_AT_GWERU_DISTRICT_HOSPITAL_IN_ZIMBABWE__USING_ARTIFICIAL_NEURAL_NETWORKS_ijariie12283_converted.pdf
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