منابع مشابه
Predicting whether the ICU can help older patients: score needed
Because the need for intensive care exceeds its availability in several countries, intensivists must admit those patients most likely to benefit. Intensive care unit admissions of elderly patients will increase substantially in the near future. Decreased self sufficiency and quality of life are common after hospitalization in older patients and they may require discharge to a nursing home, alth...
متن کاملHypoxemia
تنفس یکی از اساسی ترین نیازهای انسان است که در صورت عدم تأمین این نیاز، حیات انسان چند دقیقه ای بیشتر ادامه نخواهد یافت. اهمیت این فعالیت حیاتی از تأثیر آن بر تغذیه سلولها به عنوان کوچکترین واحد سازنده بدن انسان نشأت می گیرد، زیرا اکسیژن یکی از مواد ضروری برای سلولها می باشد و کسب این ماده حیاتی فقط از طریق تنفس مناسب و راحت امکان پذیر است .
متن کاملPredicting ICU survival: A meta-level approach
BACKGROUND The performance of separate Intensive Care Unit (ICU) status scoring systems vis-à-vis prediction of outcome is not satisfactory. Computer-based predictive modeling techniques may yield good results but their performance has seldom been extensively compared to that of other mature or emerging predictive models. The objective of the present study was twofold: to propose a prototype me...
متن کاملPredicting ICU Mortality: A Comparison of
∗ Published in Proceedings of the Annual Symposium of AMIA 2000. Objective: This study evaluates the effectiveness of the stationarity assumption in predicting the mortality of intensive care unit (ICU) patients at the ICU discharge. Design: This is a comparative study. A stationary temporal Bayesian network learned from data was compared to a set of (33) nonstationary temporal Bayesian network...
متن کاملFeature Representation for Predicting ICU Mortality
Effective predictors of Intensive Care Unit (ICU) Mortality have the potential to identify high-risk patients earlier, improve ICU resource allocation, and create more accurate population-level risk models. Machine learning practitioners typically make choices about how to represent features in a particular model, but these choices are seldom evaluated quantitatively. This study compares the pe...
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ژورنال
عنوان ژورنال: Critical Care Medicine
سال: 2020
ISSN: 0090-3493
DOI: 10.1097/01.ccm.0000727312.68018.8c