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Applying Machine Learning Methods to Electronic Health Records: Studies in Risk-Stratification of Chronic Kidney Disease and Hypertrophic Cardiomyopathy

机译：将机器学习方法应用于电子健康记录：慢性肾脏病和肥厚性心肌病的风险分层研究

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作者
Bhattacharya, Moumita;
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作者单位

University of Delaware;

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授予单位 University of Delaware;
学科
学位 D.Eng.
年度 2019
页码 177 p.
总页数 177
原文格式 PDF
正文语种 eng
中图分类
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1. Identifying Ventricular Arrhythmias and Their Predictors by Applying Machine Learning Methods to Electronic Health Records in Patients With Hypertrophic Cardiomyopathy (HCM-VAr-Risk Model) [J] . Bhattacharya Moumita, Lu Dai-Yin, Kudchadkar Shibani M., The American Journal of Cardiology . 2019,第10期

机译：通过将机器学习方法应用于肥厚性心肌病患者的电子健康记录（HCM-VAR-RIVEL模型）来鉴定心律失常及其预测因子
2. 1 EMF Prediction of Acute Kidney Injury in the Emergency Department Using Electronic Health Record Data and Machine Learning Methods [J] . J.S. Hinson, D.A. Martinez, M.S. Grams, Annals of Emergency Medicine: Journal of the American College of Emergency Physicians and the University Association for Emergency Medicine . 2018,第4期

机译：1 EMF使用电子健康记录数据和机器学习方法在急诊部急性肾损伤的EMF预测
3. Accurate Prediction of Coronary Heart Disease for Patients With Hypertension From Electronic Health Records With Big Data and Machine-Learning Methods: Model Development and Performance Evaluation [J] . Zhenzhen Du, Yujie Yang, Jing Zheng, JMIR Medical Informatics . 2020,第7期

机译：大数据和机器学习方法的高血压患者对冠心病的准确预测：模型开发和绩效评估
4. Analysis of Chronic Kidney Disease Dataset by Applying Machine Learning Methods [C] . Yedilkhan Amirgaliyev, Shahriar Shamiluulu, Azamat Serek IEEE International Conference on Application of Information and Communication Technologies . 2018

机译：应用机器学习方法分析慢性肾脏病数据集
5. Streamlining Clinical Detection of Alzheimer's Disease Using Electronic Health Records and Machine Learning Techniques [D] . Kleiman, Michael J. 2019

机译：用电子健康记录和机器学习技术简化阿尔茨海默病的临床检测
6. Optimized Identification of Advanced Chronic Kidney Disease and Absence of Kidney Disease by Combining Different Electronic Health Data Resources and by Applying Machine Learning Strategies [O] . Christoph Weber, Lena Röschke, Luise Modersohn, 2020

机译：不同电子健康数据资源及应用机器学习策略优化慢性肾病和肾病缺乏肾病的优化鉴定
7. Accurate Prediction of Coronary Heart Disease for Patients With Hypertension From Electronic Health Records With Big Data and Machine-Learning Methods: Model Development and Performance Evaluation (Preprint) [O] . Zhenzhen Du, Yujie Yang, Jing Zheng, 2019

机译：具有大数据和机器学习方法的电子健康记录的高血压患者精确预测患者：模型开发和绩效评估（预印）

Applying Machine Learning Methods to Electronic Health Records: Studies in Risk-Stratification of Chronic Kidney Disease and Hypertrophic Cardiomyopathy

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