Classification of pathological stage of prostate cancer patients using personalized splines

dc.contributor.author	Banerjee, Tathagata
dc.contributor.author	Maiti, Tapabrata
dc.contributor.author	Mukhopadhyay, Pashpal
dc.date.accessioned	2010-04-05T06:11:47Z
dc.date.available	2010-04-05T06:11:47Z
dc.date.copyright	2005-11-06
dc.date.issued	2010-04-05T06:11:47Z
dc.identifier.uri	http://hdl.handle.net/11718/1921
dc.description.abstract	We propose a penalized splines based method to predict the pathological stage of localized prostate cancer.The improvement is shown to be statistically significant. Receiver operating characteristic curve is drawn and we show that the increase in area under the ROC curve over the commonly used logistic regression based.	en
dc.language.iso	en	en
dc.relation.ispartofseries	WP;2005/1916
dc.subject	Logistic Regression	en
dc.subject	Receiver Operating Characteristics Curve
dc.subject	Nomogram
dc.subject	Organ Confined Disease
dc.title	Classification of pathological stage of prostate cancer patients using personalized splines	en
dc.type	Working Paper	en