Todd Boren

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Human Papilloma Virus (HPV) is the etiologic agent for cervical cancer. Yet, infection with HPV is not sufficient to cause cervical cancer, because most infected women develop transient epithelial dysplasias that spontaneously regress. Progression to invasive cancer has been attributed to diverse host factors such as immune or hormonal status, as no(More)
— In this paper, we introduce a new algorithm for feature selection for two-class classification problems, called 1-StaR. The algorithm consists of first extracting the statistically relevant features using the Student t-test, and then passing the reduced feature set to an 1-norm support vector machine (SVM) with recursive feature elimination (RFE). The(More)
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