How detecting change-points in biomarkers time series can support the diagnostic approaches of ovarian cancer

Ovarian cancer is the fifth most common cause of cancer-related deaths among women, with more than 150,000 deceases worldwide each year. One of the main problems of ovarian cancer is that, usually, is detected at later stages, for which the survival rates are relatively low. Thus, the development of new approaches for longitudinal multi-marker analysis that result in earlier detection may significantly impact on mortality. An issue of specific...