A Aralex Aachen research explorer

April 27, 2023 article Open access

Imputation and missing indicators for handling missing data in the development and deployment of clinical prediction models: A simulation study

Statistical Methods in Medical Research

DOI: 10.1177/09622802231165001 Full text (OA) OpenAlex

Authors 0

Author list not loaded yet.

Cited by 6 stored of 93

Addressing Missingness in Predictive Models That Use Electronic Health Record Data
2025 Annals of Internal Medicine article Computer Science Machine Learning in Healthcare Open access

7

citations
A comparison of modeling approaches for static and dynamic prediction of central-line bloodstream infections using electronic health records (part 1): regression models
2025 Diagnostic and Prognostic Research article Computer Science Machine Learning in Healthcare Open access

2

citations
How to develop, validate, and update clinical prediction models using multinomial logistic regression
2024 Journal of Clinical Epidemiology article Mathematics Statistical Methods in Epidemiology Open access

20

citations
A comparison of regression models for static and dynamic prediction of a prognostic outcome during admission in electronic health care records
2024 Research Square preprint Computer Science Machine Learning in Healthcare Open access

5

citations
ADNEX risk prediction model for diagnosis of ovarian cancer: systematic review and meta-analysis of external validation studies
2024 BMJ Medicine review Medicine Ovarian cancer diagnosis and treatment Open access

42

citations
The ADNEX risk prediction model for ovarian cancer diagnosis: A systematic review and meta-analysis of external validation studies
2023 medRxiv preprint Medicine Ovarian cancer diagnosis and treatment Open access

2

citations

6 results

References 2

2 results