[PDF][PDF] Survival Analysis with Semi-parametric Mixture Cure Model 基于半参数混合治愈模型的生存分析

Y Ju - 2021 - hemu0626.github.io
A mixture cure model is a survival model which combines cured probability and survival
probability. In this study, we used a semi-parametric method to analyze the impact of risk …

Nonparametric Inference for Mixture Cure Model When Cure Information Is Partially Available

WC Safari, I López-de-Ullibarri, MA Jácome - Engineering Proceedings, 2021 - mdpi.com
We introduce nonparametric estimators to estimate the conditional survival function, cure
probability and latency function in the setting of a mixture cure model when the cure status is …

[PDF][PDF] Application of Mixture and Non-mixture Cure Models in Survival Analysis of Patients With COVID-19

M Kamalzade, J Abolghasemi, M Salehi… - Cureus, 2024 - cureus.com
Background Due to the emergence of new COVID-19 mutations and an increase in re-
infection rates, it has become an important priority for the medical community to identify the …

Cure models to estimate time until hospitalization due to COVID-19: A case study in Galicia (NW Spain)

M Pedrosa-Laza, A López-Cheda, R Cao - Applied Intelligence, 2022 - Springer
A short introduction to survival analysis and censored data is included in this paper. A
thorough literature review in the field of cure models has been done. An overview on the …

Mixture cure survival analysis model for cardiovascular disease in Sulaimani, Iraq

SM Ahmad - Electronic Journal of Applied Statistical Analysis, 2022 - siba-ese.unisalento.it
Cardiovascular disease (CVDs) is one of the leading causes of death world-wide. Iraq ranks
20th in the age adjusted Death Rate due to CDVs. In recent years, the treatment of many …

smcure: An R-Package for estimating semiparametric mixture cure models

C Cai, Y Zou, Y Peng, J Zhang - Computer methods and programs in …, 2012 - Elsevier
The mixture cure model is a special type of survival models and it assumes that the studied
population is a mixture of susceptible individuals who may experience the event of interest …

Comparison of the proportional hazard model and the accelerated failure model in the mixed cure model

Y Zhou, X Yang, X Wang, J Yin - … of the 3rd International Conference on …, 2021 - dl.acm.org
Traditional survival analysis models such as the Cox model and the accelerated failure time
model (AFT) assume that all individuals will eventually experience specified endpoint …

Statistical methods for estimating cure fraction of COVID-19 patients in India

EP Sreedevi, PG Sankaran - Model Assisted Statistics and …, 2021 - content.iospress.com
Human race is under the COVID-19 pandemic menace since beginning of the year 2020.
Even though the disease is easily transmissible, a massive fraction of the affected people is …

[PDF][PDF] Mixture Survival Models and Machine Learning Algorithms for Analyzing Cardiovascular Disease

SM Ahmad - 2023 - researchgate.net
Cardiovascular disease (CVDs) is one of the leading causes of death world-wide. Iraq ranks
20th in the age adjusted Death Rate due to CDVs. In recent years, the treatment of many …

Semiparametric estimation for proportional hazards mixture cure model allowing non-curable competing risk

Y Wang, J Zhang, C Cai, W Lu, Y Tang - Journal of Statistical Planning and …, 2021 - Elsevier
With advancements in medical research, broader range of diseases may be curable, which
indicates some patients may not die owing to the disease of interest. The mixture cure …