Article ID Journal Published Year Pages File Type
10356084 Journal of Biomedical Informatics 2012 13 Pages PDF
Abstract
► We proposed a novel breast cancer treatment decision model. ► We used non-stationary fuzzy sets to model variability in the decisions obtained. ► Twelve fuzzy rules are generated from clinical protocol to characterize the clinician's knowledge. ► The membership functions are designed to adhere to clinical guidelines as accurately as possible. ► The proposed fuzzy model can significantly increase model performance to around 88.1%, p < 0.001.
Related Topics
Physical Sciences and Engineering Computer Science Computer Science Applications
Authors
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