Comparison of methods for early-readmission prediction in a high-dimensional heterogeneous covariates and time-to-event outcome framework

Author:

Bussy SimonORCID,Veil Raphaël,Looten Vincent,Burgun Anita,Gaïffas Stéphane,Guilloux Agathe,Ranque Brigitte,Jannot Anne-Sophie

Publisher

Springer Science and Business Media LLC

Subject

Health Informatics,Epidemiology

Reference52 articles.

1. Bender R, Grouven U. Logistic regression models used in medical research are poorly presented. BMJ Br Med J. 1996; 313(7057):628.

2. Bergstra J, Bengio Y. Random search for hyper-parameter optimization. J Mach Learn Res. 2012; 13(Feb):281–305.

3. Bonferroni CE. Il calcolo delle assicurazioni su gruppi di teste. Studi in onore del professore salvatore ortu carboni. 1935;:13–60.

4. Boulding W, Glickman SW, Manary MP, Schulman KA, Staelin R. Relationship between patient satisfaction with inpatient care and hospital readmission within 30 days. Am J Manage Care. 2011; 17(1):41–8.

5. Boulesteix A-L, Strobl C. Optimal classifier selection and negative bias in error rate estimation: an empirical study on high-dimensional prediction. BMC Med Res Methodol. 2009; 9(1):85.

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