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Design Matters in Patient-Level Prediction: Evaluation of a Cohort vs. Case-Control Design When Developing Predictive Models in Observational Healthcare Datasets

机译：患者级预测中的设计事项：在观察医疗数据集中开发预测模型时，对案例控制设计的核心控制设计的评估

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Jenna Reps; Patrick B. Ryan; Peter R. Rijnbeek; Martijn J. Schuemie;
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1. Design and implementation of a standardized framework to generate and evaluate patient-level prediction models using observational healthcare data [J] . Reps Jenna M., Schuemie Martijn J., Suchard Marc A., Journal of the American Medical Informatics Association : . 2018,第8期

机译：使用观察医疗保健数据生成和评估患者级预测模型的标准化框架的设计与实现
2. The evaluation of risk prediction models in predicting outcomes after bariatric surgery: a prospective observational cohort pilot study [J] . David Andrew Gilhooly, Michelle Cole, Suneetha Ramani Moonesinghe Perioperative Medicine . 2018,第1期

机译：减肥手术后风险预测模型的评估：一项前瞻性观察队列研究
3. Feasibility and evaluation of a large-scale external validation approach for patient-level prediction in an international data network: validation of models predicting stroke in female patients newly diagnosed with atrial fibrillation [J] . Jenna M. Reps, Ross D. Williams, Seng Chan You, BMC Medical Research Methodology . 2020,第1期

机译：国际数据网络中患者级预测大规模外部验证方法的可行性和评价：验证预测患者心房颤动新患者中风的脑卒中
4. Evaluation of three classification models to predict risk class of cattle cohorts developing bovine respiratory disease within the first 14 days-on-feed using on-arrival and/or pre-arrival information [C] . Annual Conference of The American Association of Bovine Practitioners . 2018

机译：评估三种分类模型，以预测牛群风险阶段在前14天内发育牛呼吸道疾病，使用抵达和/或预先抵达信息
5. Design and Evaluation of User-Centered Explanations for Machine Learning Model Predictions in Healthcare [D] . Barda, Amie Janeth. 2019

机译：对医疗保健机器学习模型预测的用户中心解释的设计与评估
6. Design and implementation of a standardized framework to generate and evaluate patient-level prediction models using observational healthcare data [O] . Jenna M Reps, Martijn J Schuemie, Marc A Suchard, 2018

机译：使用观察性医疗数据生成和评估患者水平的预测模型的标准化框架的设计和实现
7. Design and implementation of a standardized framework to generate and evaluate patient-level prediction models using observational healthcare data [O] . Jenna M Reps, Martijn J Schuemie, Marc A Suchard, 2018

机译：使用观察医疗数据生成和评估患者级预测模型的标准化框架的设计与实现

Design Matters in Patient-Level Prediction: Evaluation of a Cohort vs. Case-Control Design When Developing Predictive Models in Observational Healthcare Datasets

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