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Calculate APACHE II, SAPS II, and SOFA scores to predict hospital mortality for ICU patients. Compare the accuracy and performance of different ICU mortality models and learn their definitions and variables.
14 de jan. de 2021 · We aimed to develop a new combination of blood-based biomarkers that can early predict 28-day mortality in patients with sepsis or septic shock.
- Junkun Liu, Chengwen Bai, Binbin Li, Aijun Shan, Fei Shi, Can Yao, Yu Zhang, Jin Wang, Weibu Chen, M...
- 2021
4 de dez. de 2020 · Mortality risk prediction can greatly improve the utilization of resources in intensive care units (ICUs). Existing schemes in ICUs today require laborious manual input of many complex...
- Stephanie Baker, Wei Xiang, Ian Atkinson
- 2020
3 de mai. de 2022 · In this study, we demonstrated the ability of various ML algorithms to predict in-hospital mortality of ICU inpatients using EHR data and achieved improved performance compared with...
17 de dez. de 2008 · The aim of this paper was to systematically review, identify research themes and assess studies evaluating the prognostic performance of SOFA-based models (including probabilistic models and simple scores) for predicting mortality in adult patients in medical and/or surgical ICUs.
- Lilian Minne, Ameen Abu-Hanna, Evert de Jonge
- 2009
5 de mai. de 2021 · We here report the development and validation of ICU length of stay and mortality prediction models.
22 de nov. de 2021 · The aim of our article is to estimate which of the conventional ICU mortality risk scores is the most accurate at predicting mortality in COVID-19 patients and to determine how these scores can be used in combination with the 4C Mortality Score. Methods.
