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In the frame of the Cox proportional hazard (PH) model, a novel two-step procedure for estimating age-period-cohort (APC) effects on the hazard function of death from cancer was developed. In the first step, the procedure estimates the influence of joint
Tengiz Mdzinarishvili +3 more
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Background The Cox proportional hazards model is commonly used to predict hazard ratio, which is the risk or probability of occurrence of an event of interest.
Eu-Tteum Baek +6 more
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Stepwise cox regression analysis in SPSS
This article is a beginners' guide for performing Cox regression analysis in SPSS. The article provides practical steps toward performing Cox analysis and interpreting the output of SPSS for Cox regression analysis.
Sampada Dessai, Vijai Simha, Vijay Patil
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Demam Berdarah Dengue (DBD) merupakan salah satu penyakit berbahaya dan bisa meyebabkan kematian. Untuk mengurangi angka kematian akibat demam berdarah dengue, maka penelitian ini akan memodelkan waktu survival dengan studi kasus pada pasien demam ...
FITRI AULIA +2 more
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Statistical models for the analysis of skewed healthcare cost data: A simulation study [PDF]
Skewed data is the main issue in statistical models in healthcare costs. Data transformation is a conventional method to decrease skewness, but there are some disadvantages.
Angali, Kambiz Ahmadi +2 more
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Survival analysis in clinical trials: Basics and must know areas
Many clinical trials involve following patients for a long time. The primary event of interest in those studies is death, relapse, adverse drug reaction or development of a new disease.
Ritesh Singh, Keshab Mukhopadhyay
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Particle Swarm Optimization for Penalize cox models in long-term prediction of breast cancer data
The particle swarm optimization algorithm (PSO) was applied to penalize the Cox model for predicting long-term outcomes of breast cancer patients.
Ehab Abbas, Basad Al-Sarray
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Model Cox Extended Untuk Mengatasi Nonproportional Hazard Pada Kejadian Bersama [PDF]
Model Cox extended merupakan modifikasi dari model Cox proportional hazard ketika asumsi proportional hazard tidak dipenuhi. Penelitian ini bertujuan untuk menjelaskan prosedur pembentukan model Cox extended pada kejadian bersama dan penerapannya pada ...
Kusumawati, R. (Rosita) +1 more
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A Federated Cox Model with Non-proportional Hazards
Recent research has shown the potential for neural networks to improve upon classical survival models such as the Cox model, which is widely used in clinical practice. Neural networks, however, typically rely on data that are centrally available, whereas healthcare data are frequently held in secure silos.
D. Kai Zhang +2 more
openaire +3 more sources
There have been few investigations of cancer prognosis models based on Bayesian hierarchical models. In this study, we used a novel Bayesian method to screen mRNAs and estimate the effects of mRNAs on the prognosis of patients with lung adenocarcinoma ...
Na Sun +5 more
semanticscholar +1 more source

