首页>
外国专利>
PREDICTION OF ACUTE RESPIRATORY DISEASE SYNDROME (ARDS) BASED ON PATIENTS' PHYSIOLOGICAL RESPONSES
PREDICTION OF ACUTE RESPIRATORY DISEASE SYNDROME (ARDS) BASED ON PATIENTS' PHYSIOLOGICAL RESPONSES
展开▼
机译:基于患者生理反应的急性呼吸系统疾病综合症(ARD)的预测
展开▼
页面导航
摘要
著录项
相似文献
摘要
A process and system for determining a minimal, 'pruned' version of the known ARDS model is provided that quantifies the risk of ARDS in terms of physiologic response of the patient, eliminating the more subjective and/or therapeutic features currently used by the conventional ARDS models. This approach provides an accurate tracking of ARDS risk modeled only on the patient's physiological response and observable reactions, and the decision criteria are selected to provide a positive prediction as soon as possible before an onset of ARDS. In addition, the pruning process also allows the ARDS model to be customized for different medical facility sites using selective combinations of risk factors and rules that yield optimized performance. Additionally, predictions may be provided in cases with missing or outdated data by providing estimates of the missing data, and confidence bounds about the predictions based on the variance of the estimates.
展开▼