Joint forces for making clinical prediction models contribute to science

Junfeng Wang¹, Yue Li^{2

3}

Affiliations

¹ Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands.
² Department of Economics, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.
³ Risk Modelling Department, ABN AMRO Bank N.V, Amsterdam, The Netherlands.

Editorial

Junfeng Wang et al. Ann Transl Med. 2020 Feb.

. 2020 Feb;8(4):70.

doi: 10.21037/atm.2019.11.10.

Junfeng Wang¹, Yue Li^{2

3}

¹ Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands.
² Department of Economics, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.
³ Risk Modelling Department, ABN AMRO Bank N.V, Amsterdam, The Netherlands.

No abstract available

Conflict of interest statement

Conflicts of Interest: The authors have no conflicts of interest to declare.

In-depth mining of clinical data: the construction of clinical prediction model with R.
Zhou ZR, Wang WW, Li Y, Jin KR, Wang XY, Wang ZW, Chen YS, Wang SJ, Hu J, Zhang HN, Huang P, Zhao GZ, Chen XX, Li B, Zhang TS. Zhou ZR, et al. Ann Transl Med. 2019 Dec;7(23):796. doi: 10.21037/atm.2019.08.63. Ann Transl Med. 2019. PMID: 32042812 Free PMC article.

1. Zhou ZR, Wang WW, Li Y, et al. In-depth mining of clinical data: the construction of clinical prediction model with R. Ann Transl Med 2019;7:796. 10.21037/atm.2019.08.63 - DOI - PMC - PubMed
1. Harrell FE, Jr, Lee KL, Mark DB. Multivariable prognostic models: issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors. Stat Med 1996;15:361-87. 10.1002/(SICI)1097-0258(19960229)15:4<361::AID-SIM168>3.0.CO;2-4 - DOI - PubMed
1. Uno H, Cai T, Pencina MJ, et al. On the C-statistics for evaluating overall adequacy of risk prediction procedures with censored survival data. Stat Med 2011;30:1105-17. - PMC - PubMed
1. Heagerty PJ, Zheng Y. Survival model predictive accuracy and ROC curves. Biometrics 2005;61:92-105. 10.1111/j.0006-341X.2005.030814.x - DOI - PubMed
1. Harrell FE Jr. Regression modeling strategies: with applications to linear models, logistic and ordinal regression, and survival analysis. 2nd edition. Berlin: Springer, 2015.