Results 11 to 20 of about 23,378,967 (385)
Additive Functional Cox Model. [PDF]
J Comput Graph Stat, 2021 We propose the Additive Functional Cox Model to flexibly quantify the association between functional covariates and time to event data. The model extends the linear functional proportional hazards model by allowing the association between the functional covariate and log hazard to vary non-linearly in both the functional domain and the value of the ...
Cui E, Crainiceanu CM, Leroux A.
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The Change-Plane Cox Model. [PDF]
Biometrika, 2018 We propose a projection pursuit technique in survival analysis for finding lower-dimensional projections that exhibit differentiated survival outcome. This idea is formally introduced as the change-plane Cox model, a non-regular Cox model with a change-plane in the covariate space dividing the population into two subgroups whose hazards are ...
Wei S, Kosorok MR.
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Comparison of survival prediction models for pancreatic cancer: Cox model versus machine learning models. [PDF]
Genomics Inform, 2022 A survival prediction model has recently been developed to evaluate the prognosis of resected nonmetastatic pancreatic ductal adenocarcinoma based on a Cox model using two nationwide databases: Surveillance, Epidemiology and End Results (SEER) and Korea ...
Kim H, Park T, Jang J, Lee S.
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IEEE Access, 2023 In contemporary research, high-dimensional data has become more popular in many scientific fields with the rapid advancement of technology in collecting and storing large datasets.
Nuriye Sancar +3 more
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ODACH: a one-shot distributed algorithm for Cox model with heterogeneous multi-center data. [PDF]
Sci Rep, 2022 We developed a One-shot Distributed Algorithm for Cox proportional-hazards model to analyze Heterogeneous multi-center time-to-event data (ODACH) circumventing the need for sharing patient-level information across sites.
Luo C +5 more
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Optimal Estimation for the Functional Cox Model [PDF]
, 2016 Functional covariates are common in many medical, biodemographic, and neuroimaging studies. The aim of this paper is to study functional Cox models with right-censored data in the presence of both functional and scalar covariates. We study the asymptotic
Simeng Qu, Jane-ling Wang, Xiao Wang
semanticscholar +3 more sources
MODEL REGRESI COX PROPORSIONAL HAZARD PADA DATA KETAHANAN HIDUP [PDF]
Media Statistika, 2013 A lot of events occured in daily life are connected with survival time, for example a time interval that measure the failure of a product, time duration which is needed to recover from disease, the back pain recurred after treatment.
Tuan Hanni, Triastuti Wuryandari
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Corrigendum to: Fast Lasso method for large-scale and ultrahigh-dimensional Cox model with applications to UK Biobank. [PDF]
Biostatistics, 2022 Li R +7 more
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Cox model and decision trees: an application to breast cancer data [PDF]
Revista Panamericana de Salud Pública, 2022 Objective. To evaluate, using semiparametric methodologies of survival analysis, the relationship between covariates and time to death of patients with breast cancer, as well as the determination discriminatory power in the conditional inference tree of ...
Lucas Cardoso Pereira +7 more
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Instrumental variable estimation of the marginal structural Cox model for time-varying treatments. [PDF]
Biometrika, 2023 Cui Y +3 more
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