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Relational Learning Improves Prediction of Mortality in COVID-19 in the Intensive Care Unit

机译：关系学习改善了重症监护室Covid-19中死亡率的预测

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Tingyi Wanyan; Akhil Vaid; Jessica K De Freitas; Sulaiman Somani; Riccardo Miotto; Girish N. Nadkarni; Ariful Azad; Ying Ding; Benjamin S. Glicksberg;
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1. Relational Learning Improves Prediction of Mortality in COVID-19 in the Intensive Care Unit [J] . Wanyan Tingyi, Vaid Akhil, De Freitas Jessica K., Big Data, IEEE Transactions on . 2021,第1期

机译：关系学习改善了重症监护室Covid-19中死亡率的预测
2. Reducing patient mortality, length of stay and readmissions through machine learning-based sepsis prediction in the emergency department, intensive care unit and hospital floor units [J] . Andrea McCoy, Ritankar Das BMJ Open Quality . 2017,第2期

机译：在急诊科，重症监护室和医院病房通过基于机器学习的败血症预测来降低患者死亡率，住院时间和再入院率
3. Comparison of machine learning models for the prediction of mortality of patients with unplanned extubation in intensive care units [J] . Meng Hsuen Hsieh, Meng Ju Hsieh, Chin-Ming Chen, Scientific reports. . 2018,第1期

机译：比较机器学习模型预测重症监护病房计划外拔管患者的死亡率
4. Learning Score Systems for Patient Mortality Prediction in Intensive Care Units via Orthogonal Matching Pursuit [C] . Saha Aadirupa, Dewangan Chandrahas, Narasimhan Harikrishna, International Conference on Machine Learning and Applications . 2014

机译：通过正交匹配追踪在重症监护病房中预测患者死亡率的学习评分系统
5. Prediction of Fluid-Responsiveness in Patients at Intensive Care Unit Using Machine Learning Modeling [D] . Radaei, Fatemeh. 2021

机译：采用机器学习建模预测重症监护室患者患者的流体响应性
6. Reducing patient mortality length of stay and readmissions through machine learning-based sepsis prediction in the emergency department intensive care unit and hospital floor units [O] . Andrea McCoy, Ritankar Das 2017

机译：在急诊科重症监护室和医院病房通过基于机器学习的败血症预测来降低患者死亡率住院时间和再入院率
7. Analysis and Forecasting Incidence, Intensive Care Unit Admissions, and Projected Mortality Attributable to COVID-19 in Portugal, the UK, Germany, Italy, and France: Predictions for 4 Weeks Ahead [O] . Kathleen Carvalho, João Paulo Vicente, Mihajlo Jakovljevic, 2021

机译：在葡萄牙，英国，德国，意大利和法国的Covid-19归属于Covid-19的分析和预测发生率，重症监护单位招生和预计死亡率：预测未来4周

Relational Learning Improves Prediction of Mortality in COVID-19 in the Intensive Care Unit

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