Predicting lab values for gastrointestinal bleeding patients in the intensive care unit: A comparative study on the impact of comorbidities and medications.
Artificial Intelligence in Medicine（2019）
摘要
•The presented approach predicts the values of Calcium and Hematocrit laboratory blood tests for ICU gastrointestinal bleeding patients.•A comprehensive preprocessing has been done to validate the collected data from MIMIC-II database.•In this study, the impact of concomitant diseases or disorders of patients and the corresponding medications has been evaluated.
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关键词
Intensive care unit (ICU),Clinical decision support system (CDSS),Predicting laboratory values,Predicting necessary laboratory tests,MIMIC-II,Fuzzy modeling
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