Assessing flexible models and rule extraction from censored survival data

机译：评估灵活的模型并从审查的生存数据中提取规则

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The evaluation of generic non-linear models for censored data needs to address the two complementary requirements in the software development life-cycle, of validation and verification. The former involves making a rigorous assessment of predictive accura

机译：对用于检查数据的通用非线性模型进行评估需要解决软件开发生命周期中验证和验证的两个互补要求。前者涉及对预测准确性进行严格评估

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《Neural Networks, The 2007 IEEE International Joint Conference on》|2007年|P.1663-1668|共6页
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Lisboa; P.J.G.; Biganzoli; E.M.; Taktak; A.F.; Etchells; T.A.; Jarman; I.H.; Aung; M.S.H.; Ambrogi; F.;
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中图分类工业技术;
关键词
decision support systems; feature extraction; knowledge based systems; response surface methodology; software engineering; censored survival data; decision support systems; expert domain knowledge; flexible models; generic nonlinear models; information triangulati;

机译：决策支持系统;特征提取;基于知识的系统;响应面方法学;软件工程;删失生存数据;决策支持系统;专家领域知识;柔性模型;通用非线性模型;信息三角;

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专利

1. ARDO VAN DEN HOUT . Multi‐State Survival Models for Interval‐Censored Data . Boca Raton : CRC Press . ARDO VAN DEN HOUT ARDO ARDO VAN DEN HOUT VAN DEN HOUT . Multi‐State Survival Models for Interval‐Censored Data Multi‐State Survival Models for Interval‐Censored Data . Boca Raton Boca Raton : CRC Press CRC Press . [J] . Jackson Christopher Biometrics: Journal of the Biometric Society : An International Society Devoted to the Mathematical and Statistical Aspects of Biology . 2018,第2期

机译：Ardo van den Hout。用于间隔删除数据的多态生存模型。 Boca Raton：CRC压力机。 Ardo van den Hout Ardo Ardo van den Hout Van Den Hout。用于间隔缓冲数据的多态生存模型，用于间隔禁用数据的多状态生存模型。 Boca Raton Boca Raton：CRC按CRC压力机。
2. Illustration of the Flexibility of Generalized Gamma Distribution in Modeling Right Censored Survival Data: Analysis of Two Cancer Datasets [J] . Suvra Pal, Hongbo Yu, Zachary D. Loucks, Annals Data Science . 2020,第1期

机译：建模右删失生存数据时通用Gamma分布的灵活性的例证：两个癌症数据集的分析
3. Flexible parametric proportional-hazards and proportional-odds models for censored survival data, with application to prognostic modelling and estimation of treatment effects. [J] . Royston P, Parmar MK Statistics in medicine . 2002,第15期

机译：用于审查生存数据的灵活参数比例风险和比例奇数模型，可用于预测模型和治疗效果评估。
4. Assessing flexible models and rule extraction from censored survival data [C] . Lisboa, P.J.G., Biganzoli, Neural Networks, The 2007 IEEE International Joint Conference on . 2007

机译：评估灵活的模型并从审查的生存数据中提取规则
5. Mixture models for left- and interval-censored data and concordance indices for composite survival outcomes. [D] . Cheung, Li Chien. 2017

机译：混合数据模型用于左和区间删失的数据，以及一致性指数用于复合生存结果。
6. Flexible longitudinal linear mixed models for multiple censored responses data [O] . Victor H. Lachos, Larissa A. Matos, Luis M. Castro, -1

机译：灵活的纵向线性混合模型用于多个删失的响应数据
7. Flexible modelling of survival curves for censored data [O] . 2016

机译：灵活的生存数据曲线建模的审查数据
8. Selection of Elementary Maintenance Rules, with Special Reference to the Estimation of the Survival Function from Censored Data [R] . Geurts, J. H. J. 1986

机译：基本维护规则的选择，特别是对截尾数据生存函数的估计

Assessing flexible models and rule extraction from censored survival data

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