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Title: :  PREDICTION OF BREAST CANCER CASES AT GWERU PROVINCIAL HOSPITAL USING ARTIFICIAL NEURAL NETWORKS
PaperId: :  12284
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-12284
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, Breast Cancer, Forecasting
In this endeavor, we apply the ANN (12, 12, 1) model to examine monthly breast cancer cases seen and managed at Gweru Provincial Hospital (GPH). The referral system of Zimbabwe is such that doctors at any health facilities in the country; refer cancer cases straight to central hospitals at the quaternary level. The cases analyzed here were initially managed at GPH. The data cover the period Janauary 2010 – December 2019. The out-of-sample period is January 2020 – December 2021. The applied model is stable as indicated by its residuals. The results of the study basically indicate that breast cancer cases will be ranging between 1 and 3 at GPH over the out-of-sample period. The study offers a 3-fold policy direction in order to prevent, control and effectively manage breast cancer cases not only GPH but also in the country at large.

Citations

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IJARIIE Dr. Smartson. P. NYONI, and Thabani NYONI. "PREDICTION OF BREAST CANCER CASES AT GWERU PROVINCIAL HOSPITAL USING ARTIFICIAL NEURAL NETWORKS" International Journal Of Advance Research And Innovative Ideas In Education Volume 6 Issue 4 2020 Page 528-535
MLA Dr. Smartson. P. NYONI, and Thabani NYONI. "PREDICTION OF BREAST CANCER CASES AT GWERU PROVINCIAL HOSPITAL USING ARTIFICIAL NEURAL NETWORKS." International Journal Of Advance Research And Innovative Ideas In Education 6.4(2020) : 528-535.
APA Dr. Smartson. P. NYONI, & Thabani NYONI. (2020). PREDICTION OF BREAST CANCER CASES AT GWERU PROVINCIAL HOSPITAL USING ARTIFICIAL NEURAL NETWORKS. International Journal Of Advance Research And Innovative Ideas In Education, 6(4), 528-535.
Chicago Dr. Smartson. P. NYONI, and Thabani NYONI. "PREDICTION OF BREAST CANCER CASES AT GWERU PROVINCIAL HOSPITAL USING ARTIFICIAL NEURAL NETWORKS." International Journal Of Advance Research And Innovative Ideas In Education 6, no. 4 (2020) : 528-535.
Oxford Dr. Smartson. P. NYONI, and Thabani NYONI. 'PREDICTION OF BREAST CANCER CASES AT GWERU PROVINCIAL HOSPITAL USING ARTIFICIAL NEURAL NETWORKS', International Journal Of Advance Research And Innovative Ideas In Education, vol. 6, no. 4, 2020, p. 528-535. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/PREDICTION_OF_BREAST_CANCER_CASES_AT_GWERU_PROVINCIAL_HOSPITAL_USING_ARTIFICIAL_NEURAL_NETWORKS_ijariie12284_converted.pdf (Accessed : ).
Harvard Dr. Smartson. P. NYONI, and Thabani NYONI. (2020) 'PREDICTION OF BREAST CANCER CASES AT GWERU PROVINCIAL HOSPITAL USING ARTIFICIAL NEURAL NETWORKS', International Journal Of Advance Research And Innovative Ideas In Education, 6(4), pp. 528-535IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/PREDICTION_OF_BREAST_CANCER_CASES_AT_GWERU_PROVINCIAL_HOSPITAL_USING_ARTIFICIAL_NEURAL_NETWORKS_ijariie12284_converted.pdf (Accessed : )
IEEE Dr. Smartson. P. NYONI, and Thabani NYONI, "PREDICTION OF BREAST CANCER CASES AT GWERU PROVINCIAL HOSPITAL USING ARTIFICIAL NEURAL NETWORKS," International Journal Of Advance Research And Innovative Ideas In Education, vol. 6, no. 4, pp. 528-535, Jul-Aug 2020. [Online]. Available: https://ijariie.com/AdminUploadPdf/PREDICTION_OF_BREAST_CANCER_CASES_AT_GWERU_PROVINCIAL_HOSPITAL_USING_ARTIFICIAL_NEURAL_NETWORKS_ijariie12284_converted.pdf [Accessed : ].
Turabian Dr. Smartson. P. NYONI, and Thabani NYONI. "PREDICTION OF BREAST CANCER CASES AT GWERU PROVINCIAL HOSPITAL 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. PREDICTION OF BREAST CANCER CASES AT GWERU PROVINCIAL HOSPITAL USING ARTIFICIAL NEURAL NETWORKS. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2020 [Cited : ]; 6(4) : 528-535. Available from: https://ijariie.com/AdminUploadPdf/PREDICTION_OF_BREAST_CANCER_CASES_AT_GWERU_PROVINCIAL_HOSPITAL_USING_ARTIFICIAL_NEURAL_NETWORKS_ijariie12284_converted.pdf
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