A risk score based on baseline risk factors for predicting mortality in COVID-19 patients.
作者： Alessio Aghemo , Giulio G Stefanini , Gianluigi Condorelli , Juan-Juan Qin , Yibin Wang
DOI: 10.1080/03007995.2021.1904862
关键词: Medicine 、 Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) 、 Risk management tools 、 Risk of mortality 、 Framingham Risk Score 、 Coronavirus disease 2019 (COVID-19) 、 Baseline risk 、 2019-20 coronavirus outbreak 、 Hospital admission 、 Emergency medicine
摘要: … hospitals in Wuhan city were assigned to the training and testing cohorts. A total of 6351 patients from another three hospitals in Wuhan, 2169 patients from outside of Wuhan, and 553 …
hunimed.eu 参考文章(46)
Max Bramer, Pre-pruning Classification Trees to Reduce Overfitting in Noisy Domains intelligent data engineering and automated learning. pp. 7- 12 ,(2002) , 10.1007/3-540-45675-9_2
Xiao Liu, Mingli Song, Dacheng Tao, Zicheng Liu, Luming Zhang, Chun Chen, Jiajun Bu, Random Forest Construction With Robust Semisupervised Node Splitting IEEE Transactions on Image Processing. ,vol. 24, pp. 471- 483 ,(2015) , 10.1109/TIP.2014.2378017
Gideon M. Hirschfield, Mark B. Pepys, C-reactive protein: a critical update Journal of Clinical Investigation. ,vol. 111, pp. 1805- 1812 ,(2003) , 10.1172/JCI18921
D. J. Stekhoven, P. Buhlmann, MissForest—non-parametric missing value imputation for mixed-type data Bioinformatics. ,vol. 28, pp. 112- 118 ,(2012) , 10.1093/BIOINFORMATICS/BTR597
Layla A. Al-Gwaiz, Hanan H. Babay, The diagnostic value of absolute neutrophil count, band count and morphologic changes of neutrophils in predicting bacterial infections. Medical Principles and Practice. ,vol. 16, pp. 344- 347 ,(2007) , 10.1159/000104806
Jerome Friedman, Trevor Hastie, Robert Tibshirani, Regularization Paths for Generalized Linear Models via Coordinate Descent Journal of Statistical Software. ,vol. 33, pp. 1- 22 ,(2010) , 10.18637/JSS.V033.I01
W S Lim, Defining community acquired pneumonia severity on presentation to hospital: an international derivation and validation study Thorax. ,vol. 58, pp. 377- 382 ,(2003) , 10.1136/THORAX.58.5.377
Mirjam Christ-Crain, Daiana Jaccard-Stolz, Roland Bingisser, Mikael M Gencay, Peter R Huber, Michael Tamm, Beat Müller, Effect of procalcitonin-guided treatment on antibiotic use and outcome in lower respiratory tract infections: cluster-randomised, single-blinded intervention trial The Lancet. ,vol. 363, pp. 600- 607 ,(2004) , 10.1016/S0140-6736(04)15591-8
Johannes Fürnkranz, Pruning Algorithms for Rule Learning Machine Learning. ,vol. 27, pp. 139- 172 ,(1997) , 10.1023/A:1007329424533
Akbar K Waljee, Ashin Mukherjee, Amit G Singal, Yiwei Zhang, Jeffrey Warren, Ulysses Balis, Jorge Marrero, Ji Zhu, Peter DR Higgins, Comparison of imputation methods for missing laboratory data in medicine BMJ Open. ,vol. 3, ,(2013) , 10.1136/BMJOPEN-2013-002847