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Transfer learning for accelerated failure time model with microarray data [PDF]
BMC BioinformaticsBackground In microarray prognostic studies, researchers aim to identify genes associated with disease progression. However, due to the rarity of certain diseases and the cost of sample collection, researchers often face the challenge of limited sample ...
Yan-Bo Pei, Zheng-Yang Yu, Jun-Shan Shen
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Accelerated failure-time model with weighted least-squares estimation: application on survival of HIV positives [PDF]
Archives of Public Health, 2021 Background Survival analysis is the most appropriate method of analysis for time-to-event data. The classical accelerated failure-time model is a more powerful and interpretable model than the Cox proportional hazards model, provided that model imposed ...
Yesuf Abdela Mustefa, Ding-Geng Chen
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Modeling the recovery time of patients with coronavirus disease 2019 using an accelerated failure time model [PDF]
Journal of International Medical Research, 2021 Objective To identify factors associated with recovery time from coronavirus disease 2019 (COVID-19). Methods In this retrospective study, data for patients with COVID-19 were obtained between 21 June and 30 August 2020. An accelerated failure time (AFT)
Gayathri Thiruvengadam +2 more
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Prediction Intervals for the Failure Time of Prestressed Concrete Beams [PDF]
Advances in Materials Science and Engineering, 2016 The aim is the prediction of the failure time of prestressed concrete beams under low cyclic load. Since the experiments last long for low load, accelerated failure tests with higher load are conducted.
Sebastian Szugat +3 more
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UJI HIDUP DIPERCEPAT PADA DISTRIBUSI EKSPONENSIAL TERSENSOR TIPE II DENGAN TEGANGAN KONSTAN [PDF]
Media Statistika, 2010 Accelerated Life Testing (ALT) is used to obtain information quickly on life distribution, failure rates and reliabilities. ALT is achieved by subjecting the test units to conditions such that the failure occur sooner. Prediction of long term reliability
Oktaviana Prayudhani +1 more
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Journal of Research in Medical Sciences, 2020 Background: Breast cancer (BC) was the fifth cause of mortality worldwide in 2015 and second cause of mortality in Iran in 2012. This study aimed to explore factors associated with survival of patients with BC using parametric survival models.
Zeinab Iraji +3 more
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Mediation Analysis for Censored Survival Data Under an Accelerated Failure Time Model. [PDF]
Epidemiology, 2017 Recent advances in causal mediation analysis have formalized conditions for estimating direct and indirect effects in various contexts. These approaches have been extended to a number of models for survival outcomes including accelerated failure time ...
Fulcher IR +2 more
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Generalized Accelerated Failure Time Models for Recurrent Events
Mathematics, 2022 For analyzing recurrent event data, we consider a generalization of the classical accelerated failure time model. In the proposed approach, the general function is no longer assumed to be a singleton but allowed to be time-varying.
Xiaoyi Wen, Jinfeng Xu
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Weighted Log-Rank Statistics for Accelerated Failure Time Model
Stats, 2021 This paper improves the sensitivity of the Gρ family of weighted log-rank tests for the accelerated failure time model, accommodating realistic alternatives in survival analysis with censored data, such as heavy censoring and crossing hazards.
Seung-Hwan Lee
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Interval Mapping Using Nonparametric Accelerated Failure Time Cure Model [PDF]
Journal of Statistical Theory and Applications (JSTA), 2013 Many important problems in evolutionary biology begin with observations of phenotypic variation. Suppose time to an event-data are used to map quantitative trait loci (QTL) and underlying population is a mixture of susceptible and non-susceptible ...
Devrim Bilgili, Nader Ebrahimi
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