Bayesian estimation of the accuracy of ICD-9-CM- and CPT-4-based algorithms to identify cholecystectomy procedures in administrative data without a reference standard

Jafarzadeh S. Reza; Warren David K.; Nickel Katelin B.; Wallace Anna E.; Fraser Victoria J.; Olsen Margaret A.

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Bayesian estimation of the accuracy of ICD-9-CM- and CPT-4-based algorithms to identify cholecystectomy procedures in administrative data without a reference standard

机译：基于贝叶斯估计的基于ICD-9-CM-和CPT-4的算法在没有参考标准的情况下在管理数据中识别胆囊切除术的准确性

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PurposeTo estimate the accuracy of two algorithms to identify cholecystectomy procedures using International Classification of Diseases, 9th Edition, Clinical Modification (ICD-9-CM) and Current Procedural Terminology (CPT-4) codes in administrative data.

机译：目的使用行政数据中的《国际疾病分类》（第9版，临床修改（ICD-9-CM）和当前程序术语（CPT-4））评估两种鉴定胆囊切除术程序的准确性。

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《Pharmacoepidemiology and drug safety》 |2016年第3期|共6页
作者
Jafarzadeh S. Reza; Warren David K.; Nickel Katelin B.; Wallace Anna E.; Fraser Victoria J.; Olsen Margaret A.;
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正文语种 eng
中图分类药学;
关键词
pharmacoepidemiology; Bayesian; cholecystectomy; latent class models; no reference standard; sensitivity; specificity;

机译：药物流行病学;贝叶斯;胆囊切除术;隐性模型;无参考标准;敏感性;特异性;

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1. Bayesian estimation of the accuracy of ICD-9-CM- and CPT-4-based algorithms to identify cholecystectomy procedures in administrative data without a reference standard [J] . Jafarzadeh S. Reza, Warren David K., Nickel Katelin B., Pharmacoepidemiology and drug safety . 2016,第3期

机译：基于贝叶斯估计的基于ICD-9-CM-和CPT-4的算法在没有参考标准的情况下在管理数据中识别胆囊切除术的准确性
2. Bayesian estimation of the accuracy of ICD-9-CM- and CPT-4-based algorithms to identify cholecystectomy procedures in administrative data without a reference standard [J] . Jafarzadeh S. Reza, Warren David K., Nickel Katelin B., Pharmacoepidemiology and drug safety . 2016,第3期

机译：贝叶斯估计ICD-9-CM-和CPT-4基算法的准确性，以鉴定行政数据中的胆囊切除术手术而无需参考标准
3. An administrative data validation study of the accuracy of algorithms for identifying rheumatoid arthritis: the influence of the reference standard on algorithm performance [J] . Jessica Widdifield, Claire Bombardier, Sasha Bernatsky, BMC Musculoskeletal Disorders . 2014,第1期

机译：关于类风湿关节炎识别算法准确性的行政数据验证研究：参考标准对算法性能的影响
4. Reference Data Set for Accuracy Evaluation of Orientation Estimation Algorithms for Inertial Motion Capture Systems [C] . Agnieszka Szczesna, Przemyslaw Skurowski, Przemyslaw Pruszowski, International conference on computer vision and graphics . 2016

机译：惯性运动捕捉系统定向估计算法精度评估的参考数据集
5. Bayesian Methods For Evaluation Of Diagnostic Accuracy Of Quantitative Tests And Disease Diagnosis In The Absence Of A Perfect Reference Standard With Examples From Johne's Disease. [D] . Jafarzadeh, Seyed Reza. 2012

机译：在没有完善的参考标准的情况下，采用贝叶斯方法对定量测试的诊断准确性和疾病诊断进行评估，并附有约翰氏病的实例。
6. Bayesian estimation of the accuracy of ICD-9-CM- and CPT-4-basedalgorithms to identify cholecystectomy procedures in administrative data withouta reference standard [O] . S. Reza Jafarzadeh, David K. Warren, Katelin B. Nickel, -1

机译：基于ICD-9-CM-和CPT-4的贝叶斯估计精度无需管理数据即可识别胆囊切除术程序的算法参考标准
7. An administrative data validation study of the accuracy of algorithms for identifying rheumatoid arthritis: the influence of the reference standard on algorithm performance [O] . Jessica Widdifield, Claire Bombardier, Sasha Bernatsky, 2014

机译：关于类风湿关节炎识别算法准确性的行政数据验证研究：参考标准对算法性能的影响

Bayesian estimation of the accuracy of ICD-9-CM- and CPT-4-based algorithms to identify cholecystectomy procedures in administrative data without a reference standard

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