Imputation of missing prostate cancer stage in English cancer registry data based on clinical assumptions

Parry Matthew G.; Sujenthiran Arunan; Cowling Thomas E.; Charman Susan; Nossiter Julie; Aggarwal Ajay; Clarke Noel W.; Payne Heather; van der Meulen Jan

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Imputation of missing prostate cancer stage in English cancer registry data based on clinical assumptions

机译：基于临床假设的英语癌症登记数据中缺失前列腺癌阶段的归责

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Background: Cancer stage can be missing in national cancer registry records. We explored whether missing prostate cancer stage can be imputed using specific clinical assumptions.

机译：背景：国家癌症登记记录中可能缺少癌症阶段。我们探讨了是否可以使用特定的临床假设估算缺失的前列腺癌阶段。

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来源
《Cancer epidemiology》 |2019年第2019期|共8页
作者
Parry Matthew G.; Sujenthiran Arunan; Cowling Thomas E.; Charman Susan; Nossiter Julie; Aggarwal Ajay; Clarke Noel W.; Payne Heather; van der Meulen Jan;
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作者单位

London Sch Hyg &

Trop Med Dept Hlth Serv Res &

Policy 15-17 Tavistock Pl London WC1H 9SH England;

Royal Coll Surgeons England Clin Effectiveness Unit 35-43 Lincolns Inn Fields London WC2A 3PE;

London Sch Hyg &

Trop Med Dept Hlth Serv Res &

Policy 15-17 Tavistock Pl London WC1H 9SH England;

Royal Coll Surgeons England Clin Effectiveness Unit 35-43 Lincolns Inn Fields London WC2A 3PE;

London Sch Hyg &

Trop Med Dept Hlth Serv Res &

Policy 15-17 Tavistock Pl London WC1H 9SH England;

London Sch Hyg &

Trop Med Dept Hlth Serv Res &

Policy 15-17 Tavistock Pl London WC1H 9SH England;

Christie NHS Fdn Trust Dept Urol Wilmslow Rd Manchester M20 4BX Lancs England;

Univ Coll London Hosp Dept Oncol London NW1 2BU England;

London Sch Hyg &

Trop Med Dept Hlth Serv Res &

Policy 15-17 Tavistock Pl London WC1H 9SH England;

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原文格式 PDF
正文语种 eng
中图分类肿瘤学;
关键词
Prostate cancer; Neoplasm staging; Risk stratification; Clinical imputation; Missing data; Unknown stage; Epidemiology; Cancer registry; Population-based;

机译：前列腺癌;肿瘤分期;风险分层;临床归纳;缺失数据;未知阶段;流行病学;癌症登记处;基于人口;

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专利

1. Imputation of missing prostate cancer stage in English cancer registry data based on clinical assumptions [J] . Parry Matthew G., Sujenthiran Arunan, Cowling Thomas E., Cancer epidemiology . 2019,第期

机译：基于临床假设的英语癌症登记数据中缺失前列腺癌阶段的归责
2. Hisreporting, Missing Data, and Multiple Imputation: Improving Accuracy of Cancer Registry Databases [J] . Yulei He, Recai Yucel, AlanM Zaslavsky Chance . 2008,第3期

机译：他的报告，数据丢失和多重插补：提高癌症注册数据库的准确性
3. Misreporting, missing data, and multiple imputation: Improving accuracy of cancer registry databases [J] . CHANCE . 2008,第3期

机译：误报，数据丢失和多重估算：提高癌症登记数据库的准确性
4. Role of an imaging informatics-based DICOM-RT cancer registry in evaluating treatment parameters of IMRT for prostate cancer [C] . Ruchi Deshpande, Alyssa Zhou, Jeffrey Zhang, Conference on advanced PACS-based imaging informatics and therapeutic applications . 2013

机译：基于影像学的DICOM-RT癌症登记系统在评估IMRT治疗前列腺癌的参数中的作用
5. Novel Applications of Natural Language Processing and Machine Learning to Extract Information from Clinical Text and Automate Cancer Stage Collection in a Central Cancer Registry [D] . AAlAbdulsalam, Abdulrahman Khalifa. 2018

机译：自然语言加工和机器学习从临床文本提取信息的新应用，并在中央癌症注册表中自动化癌症阶段收集
6. Validity of using multiple imputation for "unknown" stage at diagnosis in population-based cancer registry data [O] . Luo, Qingwei, Egger, Sam, Yu, Xue Qin, 2017

机译：在基于人群的癌症登记数据中诊断时对“未知”阶段使用多重插补的有效性

Imputation of missing prostate cancer stage in English cancer registry data based on clinical assumptions

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