Methods to Analyse Time‐to‐Event Data: The Kaplan‐Meier Survival Curve
G D'Arrigo, D Leonardis… - Oxidative medicine …, 2021 - Wiley Online Library
… methodologies used in clinical and epidemiological research to address etiological and
prognostic … The Kaplan-Meier estimator of survival probability is represented by a curve, which …
prognostic … The Kaplan-Meier estimator of survival probability is represented by a curve, which …
Using the Kaplan–Meier estimator to assess the reliability of agricultural machinery
… This article presents an example of using the Kaplan–Meier estimator to plot the reliability
function curves of five different models of Zetor farm tractors. The research shows that the …
function curves of five different models of Zetor farm tractors. The research shows that 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 (…
Failure prognosis and applications—A survey of recent literature
… It also introduces various prognosis methods and 5S methodology for converting dataset to
… ] for failure prognosis of a pump system and a variation of Kaplan–Meier estimator is utilized. …
… ] for failure prognosis of a pump system and a variation of Kaplan–Meier estimator is utilized. …
Predicting survival in patients with advanced cancer in the last weeks of life: How accurate are prognostic models compared to clinicians' estimates?
… Kaplan–Meier survival curves for overall survival from time of … prognostic models compared
to 0.51 for CPS. Thus, using different methodologies, several groups found that prognostic …
to 0.51 for CPS. Thus, using different methodologies, several groups found that prognostic …
Statistical analysis of survival data
SW Lagakos - Medical uses of statistics, 2019 - taylorfrancis.com
… We describe the Kaplan-Meier method of estimating a … , which is a popular methodology
for assessing the simultaneous … What is this person’s prognosis? An alternative to the survival …
for assessing the simultaneous … What is this person’s prognosis? An alternative to the survival …
Estimation in the progressive illness‐death model: A nonexhaustive review
L Meira‐Machado, M Sestelo - Biometrical Journal, 2019 - Wiley Online Library
… Markovian, since the prognosis for an individual in the … The Kaplan–Meier product-limit
estimator is a step function … censored data, the Kaplan–Meier estimator has only a few jumps with …
estimator is a step function … censored data, the Kaplan–Meier estimator has only a few jumps with …
Sensitivity analysis for survival prognostic prediction with gene selection: a copula method for dependent censoring
CT Yeh, GY Liao, T Emura - Biomedicines, 2023 - mdpi.com
… prognostic prediction remains unclear. This article aims to fill this gap by proposing detailed
statistical methodologies… to display two Kaplan–Meier (KM) estimates for survival functions …
statistical methodologies… to display two Kaplan–Meier (KM) estimates for survival functions …
Survival time prediction by integrating cox proportional hazards network and distribution function network
… Kaplan–Meier estimator is one of the most popular survival estimation methods. It predicts
… ] was used for prognosis through reconstruction of the survival estimation as a classification, …
… ] was used for prognosis through reconstruction of the survival estimation as a classification, …
Weibull regression and machine learning survival models: Methodology, comparison, and application to biomedical data related to cardiac surgery
… to help health professionals in the prognosis, treatment, and … Meier method, which is used
to estimate the survival function. In addition, the Nelson–Aalen method, employed to estimate …
to estimate the survival function. In addition, the Nelson–Aalen method, employed to estimate …