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Improving sensitivity of machine learning methods for automated case identification from free-text electronic medical records

机译：从自动文本电子病历中自动识别病例的机器学习方法的敏感性提高

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Zubair Afzal; Martijn J Schuemie; Jan C van Blijderveen; Elif F Sen; Miriam CJM Sturkenboom; Jan A Kors;
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1. Improving sensitivity of machine learning methods for automated case identification from free-text electronic medical records [J] . Zubair Afzal, Martijn J Schuemie, Jan C van Blijderveen, BMC Medical Informatics and Decision Making . 2013,第1期

机译：提高机器学习方法从自由文本电子病历中自动识别病例的敏感性
2. Automated de-identification of free-text medical records [J] . Ishna Neamatullah, Margaret M Douglass, Li-wei H Lehman, BMC Medical Informatics and Decision Making . 2008,第1期

机译：自动取消识别自由文本的病历
3. Efficient Reuse of Natural Language Processing Models for Phenotype-Mention Identification in Free-text Electronic Medical Records: A Phenotype Embedding Approach [J] . Honghan Wu, Karen Hodgson, Sue Dyson, JMIR Medical Informatics . 2019,第4期

机译：在自由文本电子医疗记录中有效地重用自然语言处理模型的表型提及识别：嵌入方法的表型
4. Electronic-Medical-Record-Based Identification of Sepsis Patients in Emergency Department: A Machine Learning Perspective [C] . Ahmed Mohamed, Hao Ying, Robert Sherwin International Conference on Contemporary Computing and Applications . 2020

机译：基于电子医学记录的急诊败血症患者识别：机器学习视角
5. Sampling Designs for Resource Efficient Collection of Outcome Labels for Machine-Learning, with Application to Electronic Medical Records [D] . Tan, Wei Ling Katherine. 2018

机译：资源高效收集用于机器学习的结果标签的采样设计，并应用于电子病历
6. Improving sensitivity of machine learning methods for automated case identification from free-text electronic medical records [O] . Zubair Afzal, Martijn J Schuemie, Jan C van Blijderveen, 2013

机译：从自动文本电子病历中自动识别病例的机器学习方法的敏感性提高
7. Improving sensitivity of machine learning methods for automated case identification from free-text electronic medical records [O] . Afzal, Z. (Zubair), Schuemie, M.J. (Martijn), Blijderveen, J.C. (Nico) van, 2013

机译：从自动文本电子病历中自动识别病例的机器学习方法的敏感性提高

Improving sensitivity of machine learning methods for automated case identification from free-text electronic medical records

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