Combining Decision Rules from Classification Tree Models and Expert Assessment to Estimate Occupational Exposure to Diesel Exhaust for a Case-Control Study

Friesen Melissa C.; Wheeler David C.; Vermeulen Roel; Locke Sarah J.; Zaebst Dennis D.; Koutros Stella; Pronk Anjoeka; Colt Joanne S.; Baris Dalsu; Karagas Margaret R.; Malats Nuria; Schwenn Molly; Johnson Alison; Armenti Karla R.; Rothman Nathanial; Stewart Patricia A.; Kogevinas Manolis; Silverman Debra T.

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Combining Decision Rules from Classification Tree Models and Expert Assessment to Estimate Occupational Exposure to Diesel Exhaust for a Case-Control Study

机译：结合分类树模型和专家评估的决策规则，以估计职业接触柴油机废气的病例对照研究

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To efficiently and reproducibly assess occupational diesel exhaust exposure in a Spanish case-control study, we examined the utility of applying decision rules that had been extracted from expert estimates and questionnaire response patterns using classification tree (CT) models from a similar US study.

机译：为了在西班牙的一项病例对照研究中有效且可重复地评估职业性柴油机废气暴露，我们研究了应用决策规则的效用，该决策规则是使用来自类似美国研究的分类树（CT）模型从专家估算和问卷答复模式中提取的。

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《The Annals of occupational hygiene.》 |2016年第4期|共12页
作者
Friesen Melissa C.; Wheeler David C.; Vermeulen Roel; Locke Sarah J.; Zaebst Dennis D.; Koutros Stella; Pronk Anjoeka; Colt Joanne S.; Baris Dalsu; Karagas Margaret R.; Malats Nuria; Schwenn Molly; Johnson Alison; Armenti Karla R.; Rothman Nathanial; Stewart Patricia A.; Kogevinas Manolis; Silverman Debra T.;
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正文语种 eng
中图分类劳动卫生;
关键词
case-control; diesel exhaust; exposure assessment methodology; occupational exposure; statistical learning;

机译：病例对照;柴油机废气;接触评估方法;职业接触;统计学习;

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1. Combining Decision Rules from Classification Tree Models and Expert Assessment to Estimate Occupational Exposure to Diesel Exhaust for a Case-Control Study [J] . Friesen Melissa C., Wheeler David C., Vermeulen Roel, The Annals of occupational hygiene. . 2016,第4期

机译：结合分类树模型和专家评估的决策规则，以估计职业接触柴油机废气的病例对照研究
2. Comparison of Ordinal and Nominal Classification Trees to Predict Ordinal Expert-Based Occupational Exposure Estimates in a Case-Control Study [J] . Wheeler David C., Archer Kellie J., Burstyn Igor, The Annals of occupational hygiene. . 2015,第3期

机译：在病例对照研究中比较序数和名义分类树以预测基于序数专家的职业接触估计
3. Inside the black box: Starting to uncover the underlying decision rules used in a one-by-one expert assessment of occupational exposure in case-control studies [J] . WheelerD.C., BurstynI., VermeulenR., Occupational and environmental medicine . 2013,第3期

机译：黑匣子内：开始揭露病例对照研究中职业接触的一对一专家评估中使用的基本决策规则
4. Estimating Exposure to Ultrafine Particles in the Greater Montreal Area among Case-Control Study Subjects: Comparison of Classical Land Use Regression Model with a Model Based on Bayesian Principles. [C] . Shilpa L Karumanchi, Jack Siemiatycki, Lesley Richardson, Joint annual meeting of the International Society of Exposure Science and the International Society for Environmental Epidemiology . 2018

机译：病例对照研究对象中估计大蒙特利尔地区超细颗粒的暴露：经典土地利用回归模型与基于贝叶斯原理的模型的比较。
5. Approaches to estimating exposure levels of diesel exhaust particles (DEP) in an urban airshed: Model development and applications. [D] . Hu, Shaohua. 2007

机译：估算城市流域中柴油机废气颗粒（DEP）暴露水平的方法：模型开发和应用。
6. Combining Decision Rules from Classification Tree Models and Expert Assessment to Estimate Occupational Exposure to Diesel Exhaust for a Case-Control Study [O] . Melissa C. Friesen, David C. Wheeler, Roel Vermeulen, -1

机译：结合分类树模型和专家评估的决策规则以估计职业接触柴油机废气的案例研究
7. Comparison of two expert-based assessments of diesel exhaust exposure in a case–control study: programmable decision rules versus expert review of individual jobs [O] . Anjoeka Pronk, Patricia A Stewart, Joseph B Coble, 2012

机译：比较柴油排气曝光的两位专家评估在案例对照研究中：可编程决策规则与个人工作的专家审查

Combining Decision Rules from Classification Tree Models and Expert Assessment to Estimate Occupational Exposure to Diesel Exhaust for a Case-Control Study

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