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Augmenting Mortality Prediction in Critically Ill Adults With Medication Data and Machine Learning Models 通过药物数据和机器学习模型增强危重成人死亡率预测 Murray, Brian; Zhang, Tianyi; Chen, Zhetao; Chen, Xianyan; Zhao, Bokai; Smith, Susan E.; Devlin, John W.; Murphy, David J.; Kamaleswaran, Rishikesan; Sikora, Andrea 分享 收藏
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ENHANCING THE APACHE II SCORE: ADDITION OF PHARMACOPHENOTYPES TO PREDICT FLUID OVERLOAD 增强Apache II评分:添加药物表型以预测液体过载 Keats, Kelli; Deng, Shiyuan; Chen, Xianyan; Zhang, Tianyi; Devlin, John; Murphy, David; Smith, Susan; Murray, Brian; Most, Amoreena; Kamaleswaran, Rishikesan; Sikora, Andrea 分享 收藏
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MACHINE LEARNING-BASED PREDICTION OF ICU COMPLICATIONS USING MEDICATION DATA: A VALIDATION STUDY 基于机器学习的ICU并发症预测:一项验证研究(使用药物治疗数据) Smith, Susan; Zhao, Bokai; Deng, Shiyuan; Hu, Mengxuan; Zhang, Tianyi; Kong, Yanlei; Shen, Ye; Li, Sheng; Murphy, David; Murray, Brian; Kamaleswaran, Rishikesan; Chen, Xianyan; Devlin, John; Sikora, Andrea 分享 收藏
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ASSOCIATION BETWEEN MEDICATION REGIMEN COMPLEXITY AND ICU MORTALITY IN A LARGE COHORT 药物治疗方案复杂性与大型队列中ICU死亡率的关系 Newsome, Andrea Sikora; Devlin, John; Murray, Brian; Rowe, Sandra; Kamaleswaran, Rishikesan; Zhang, Tianyi; Smith, Susan; Buckley, Mitchell; Chen, Xianyan; Murphy, David 分享 收藏
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UNSUPERVISED MACHINE LEARNING OF ICU MEDICATION USE PATTERNS TO PREDICT FLUID OVERLOAD 无监督机器学习预测ICU用药模式以预测液体过载 Keats, Kelli; Deng, Shiyuan; Chen, Xianyan; Zhang, Tianyi; Devlin, John; Murphy, David; Smith, Susan; Murray, Brian; Kamaleswaran, Rishikesan; Newsome, Andrea Sikora 分享 收藏