Associations with Disease Free Survival and Pre Treatment Texture Features Obtained from Dynamic Contrast Enhanced Breast Images

Keywords

arterial associations audience automated biopsy breast cancer censored chemotherapy clinicians cohort confidence consequently considered critical cycles datasets days defined demonstrating denoted derived described determine determined disease dynamic early eight empirical enhanced entropy epidermal event every evident excluded failure feature features final firstly form free generated grade gray growth hazard hazards heterogeneity highest histological hull illustrated indicates indicators individual insight intensities interactions interval investigation investigations lesion linked locally longer made malignant management martin measure median medical metastasis minority model multivariate negative ninety note noted object oncologists overall patient patients peter pickles pixels plot plots positive predicted previously prior proceed progesterone prognostic progression proportional proven providing pseudo purely quantification radiologists reached real receptor recurrence reduced relapse remission retained risk samples scanned school secondly semi slice spatial special status strategies structure suffered surgery survival table target term texture thereby throughout tissue traditional treatment twenty twofold type undergone underwent unit univariate variables vascular whilst years