Classification and regression trees can identify 6-month mortality risk for patients with advanced hepatocellular carcinoma. ... Classification and Regression Trees to Predict for Survival for ...

This month we'll look at classification and regression trees (CART), a simple but powerful approach to prediction 3. Unlike logistic and linear regression, CART does not develop a prediction equation.

Survival trees methods are nonparametric alternatives to the semiparametric Cox regression in survival analysis. In this paper, a tree-based method for censored survival data with time-dependent ...

Hess KR, Abbruzzesse MC, Lenzi R, et al. Classification and regression trees analysis of 1000 consecutive patients with unknown primary carcinoma. 1999;5:3403-3410. Resuscitation.

Classification and regression tree analysis tested for gender-related association of polymorphisms with overall survival, progression-free survival and tumor response.

Course TopicsClassification and regression tree (CART) methods are a class of data mining techniques which constitute an alternative approach to classical regression. CART methods are frequently used ...

Objectives To (i) identify predictors of outcome for the physiotherapy management of shoulder pain and (ii) enable clinicians to subgroup people into risk groups for persistent shoulder pain and ...

Regression and Classification Course. This online data science course will explore concepts in statistical modeling, such as when to use certain models, how to tune those models, and determining ...