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Prediction of in-hospital mortality: An adaptive severity-of-illness score for a tertiary ICU in South Africa.院内死亡率预测：南非一家三级重症监护病房的适应性疾病严重程度评分
South Afr J Crit Care. 2022 May 6;38(1). doi: 10.7196/SAJCC.2022.v38i1.532. eCollection 2022.
2
An Artificial Neural Network Model for Pediatric Mortality Prediction in Two Tertiary Pediatric Intensive Care Units in South Africa. A Development Study.南非两家三级儿科重症监护病房中用于儿科死亡率预测的人工神经网络模型。一项开发研究。
Front Pediatr. 2022 Feb 25;10:797080. doi: 10.3389/fped.2022.797080. eCollection 2022.
3
Pediatric Index of Mortality 3-An Evaluation of Function Among ICUs In South Africa.儿科死亡率 3 指数-南非 ICU 功能评估。
Pediatr Crit Care Med. 2021 Sep 1;22(9):813-821. doi: 10.1097/PCC.0000000000002693.
4
The SAPS 3 score as a predictor of hospital mortality in a South African tertiary intensive care unit: A prospective cohort study.SAPS 3 评分对南非一家三级重症监护病房住院患者病死率的预测价值：一项前瞻性队列研究。
PLoS One. 2020 May 21;15(5):e0233317. doi: 10.1371/journal.pone.0233317. eCollection 2020.
5
Calibration: the Achilles heel of predictive analytics.校准：预测分析的阿喀琉斯之踵。
BMC Med. 2019 Dec 16;17(1):230. doi: 10.1186/s12916-019-1466-7.
6
Mortality prediction models in the adult critically ill: A scoping review.成人危重症患者死亡率预测模型：范围综述。
Acta Anaesthesiol Scand. 2020 Apr;64(4):424-442. doi: 10.1111/aas.13527. Epub 2019 Dec 26.
7
The precision-recall plot is more informative than the ROC plot when evaluating binary classifiers on imbalanced datasets.在不平衡数据集上评估二元分类器时，精确率-召回率曲线比ROC曲线更具信息性。
PLoS One. 2015 Mar 4;10(3):e0118432. doi: 10.1371/journal.pone.0118432. eCollection 2015.
8
The application of risk-adjusted control charts using the Paediatric Index of Mortality 2 for monitoring paediatric intensive care performance in Australia and New Zealand.使用儿童死亡率指数2的风险调整控制图在澳大利亚和新西兰监测儿科重症监护表现的应用。
Intensive Care Med. 2008 Jul;34(7):1281-8. doi: 10.1007/s00134-008-1081-0. Epub 2008 Apr 22.
9
SAPS 3--From evaluation of the patient to evaluation of the intensive care unit. Part 2: Development of a prognostic model for hospital mortality at ICU admission.简化急性生理学评分系统3（SAPS 3）——从患者评估到重症监护病房评估。第2部分：重症监护病房入院时医院死亡率预后模型的开发。
Intensive Care Med. 2005 Oct;31(10):1345-55. doi: 10.1007/s00134-005-2763-5. Epub 2005 Aug 17.
10
Are we doing a good job: PRISM, PIM and all that.我们做得好吗：PRISM、PIM 以及诸如此类的东西。
Intensive Care Med. 2002 Feb;28(2):105-7. doi: 10.1007/s00134-001-1186-1. Epub 2002 Jan 12.

Mortality risk prediction models: Methods of assessing discrimination and calibration and what they mean.

作者信息

Solomon L J

机构信息

Department of Paediatrics and Child Health, University of the Free State, Bloemfontein, South Africa.

出版信息

South Afr J Crit Care. 2022 May 6;38(1). doi: 10.7196/SAJCC.2022.v38i1.548. eCollection 2022.

DOI:10.7196/SAJCC.2022.v38i1.548
PMID:35634480
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9132075/
Abstract
摘要