Comparison of tree-based methods for prognostic stratification of survival data
M Radespiel-Tröger, T Rabenstein… - Artificial Intelligence in …, 2003 - Elsevier
… The methodology was extended to allow for analysis of survival data … Meier estimator of
event-free probability up to time y>0 is given by (2) S ̂ KM (y)=∏ i:y i <y 1− d i n i . This estimator …
event-free probability up to time y>0 is given by (2) S ̂ KM (y)=∏ i:y i <y 1− d i n i . This estimator …
Prognostic value of 18F-FDG PET image-based parameters in oesophageal cancer and impact of tumour delineation methodology
… prognostic value of each parameter for overall survival was investigated using Kaplan-Meier …
Kaplan-Meier methods were used to estimate the survival distributions [29]. Overall survival …
Kaplan-Meier methods were used to estimate the survival distributions [29]. Overall survival …
Improved methodology for analyzing local and distant recurrence.
R Gelman, R Gelber, IC Henderson… - Journal of Clinical …, 1990 - ascopubs.org
… is often assessed using an actuarial estimate (eg, a Kaplan-Meier curve2) in which patients
… methods cannot be used to estimate the effects of therapy or prognostic factors on time to …
… methods cannot be used to estimate the effects of therapy or prognostic factors on time to …
A new measure of prognostic separation in survival data
P Royston, W Sauerbrei - Statistics in medicine, 2004 - Wiley Online Library
… methodology, and proposes a set of criteria that we believe should be fulfilled by a good
measure of prognostic … The dotted lines show the Kaplan–Meier estimates for the two groups. …
measure of prognostic … The dotted lines show the Kaplan–Meier estimates for the two groups. …
Construction and validation of a prognostic model across several studies, with an application in superficial bladder cancer
P Royston, MKB Parmar, R Sylvester - Statistics in medicine, 2004 - Wiley Online Library
… By applying this methodology, we construct two prognostic scores in superficial bladder …
Solid lines: Kaplan–Meier estimates; dashed lines: from exible parametric model for pooled …
Solid lines: Kaplan–Meier estimates; dashed lines: from exible parametric model for pooled …
Validation, calibration, revision and combination of prognostic survival models
HC Van Houwelingen - Statistics in medicine, 2000 - Wiley Online Library
… To do so, we follow the methodology of Van Houwelingen and Thorogood [7]. If we define
a … The 2- and 5-year survival probabilities derived from the Kaplan–Meier estimates in the …
a … The 2- and 5-year survival probabilities derived from the Kaplan–Meier estimates in the …
A comparison of landmark methods and time-dependent ROC methods to evaluate the time-varying performance of prognostic markers for survival outcomes
A Bansal, PJ Heagerty - Diagnostic and prognostic research, 2019 - Springer
… display estimates of survival curves for different subgroups of patients grouped by their
marker values. Frequently, non-parametric survival estimates are obtained using Kaplan-Meier (…
marker values. Frequently, non-parametric survival estimates are obtained using Kaplan-Meier (…
Prognostic ROC curves: a method for representing the overall discriminative capacity of binary markers with right-censored time-to-event endpoints
C Combescure, TV Perneger, DC Weber… - …, 2014 - journals.lww.com
… to analyze the accuracy of this methodology, which is also … prognostic ROC curve using
Kaplan-Meier survival estimates. When hazards are proportional, the equation of the prognostic …
Kaplan-Meier survival estimates. When hazards are proportional, the equation of the prognostic …
The SUPPORT prognostic model: Objective estimates of survival for seriously ill hospitalized adults
WA Knaus, FE Harrell, J Lynn, L Goldman… - Annals of internal …, 1995 - acpjournals.org
… estimates of physicians added prognostic information to the model, we used the phase II
patient sample, for which physicians' 180-day subjective estimates … ' subjective estimates of …
patient sample, for which physicians' 180-day subjective estimates … ' subjective estimates of …