ibrahim owolabi - Academia.edu (original) (raw)
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Universiti Sultan Zainal Abidin, Terengganu, Malaysia
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— Breast cancer is among the major cause of death among women around the globe. Although, early d... more — Breast cancer is among the major cause of death among women around the globe. Although, early detection and proper diagnosis could ensure the patient survival for longer period. In this paper work, the cancer diagnosis is based on the Particular Swarm Optimization (PSO) technique which is supported by Support Vector Machine (SVM) classifier. Dataset is obtained from Wisconsin Breast cancer Dataset (WBCD) for analysis. The result obtained showed that this approach is more appropriate than other similar method and also provide the physician with an accurate diagnostic decision in the diagnosis of the said cancer.
— Breast cancer is among the major cause of death among women around the globe. Although, early d... more — Breast cancer is among the major cause of death among women around the globe. Although, early detection and proper diagnosis could ensure the patient survival for longer period. In this paper work, the cancer diagnosis is based on the Particular Swarm Optimization (PSO) technique which is supported by Support Vector Machine (SVM) classifier. Dataset is obtained from Wisconsin Breast cancer Dataset (WBCD) for analysis. The result obtained showed that this approach is more appropriate than other similar method and also provide the physician with an accurate diagnostic decision in the diagnosis of the said cancer.