Extending the c‐statistic to nominal polytomous outcomes: the Polytomous Discrimination Index

• Added value of serum proteins to clinical and ultrasound information in predicting the risk of malignancy in ovarian tumors

  2025 iScience article Medicine Ovarian cancer diagnosis and treatment Open access

  0

  citations
• Understanding overfitting in random forest for probability estimation: a visualization and simulation study

  2024 Diagnostic and Prognostic Research article Mathematics Statistical Methods and Inference Open access

  149

  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
• Added value of serum proteins to clinical and ultrasound information in predicting the risk of malignancy in ovarian tumors

  2024 medRxiv preprint Medicine Ovarian cancer diagnosis and treatment Open access

  1

  citations
• Multiclass risk models for ovarian malignancy: an illustration of prediction uncertainty due to the choice of algorithm

  2023 BMC Medical Research Methodology article Medicine Ovarian cancer diagnosis and treatment Open access

  12

  citations
• Multiclass risk models for ovarian malignancy: an illustration of prediction uncertainty due to the choice of algorithm

  2023 medRxiv preprint Medicine Ovarian cancer diagnosis and treatment Open access

  0

  citations
• Developing clinical prediction models for nominal polytomous outcomes: a simulation study comparing available approaches

  2023 Research Square preprint Mathematics Statistical Methods in Epidemiology Open access

  0

  citations
• Minimum sample size for developing a multivariable prediction model using multinomial logistic regression

  2023 Statistical Methods in Medical Research article Mathematics Statistical Methods in Epidemiology Open access

  170

  citations
• Risk prediction models for discrete ordinal outcomes: Calibration and the impact of the proportional odds assumption

  2021 Statistics in Medicine article Mathematics Statistical Methods in Epidemiology Open access

  22

  citations
• External validation of models to predict the outcome of pregnancies of unknown location: a multicentre cohort study

  2020 BJOG An International Journal of Obstetrics & Gynaecology article Medicine Ectopic Pregnancy Diagnosis and Management Open access

  31

  citations
• Using pharmacy dispensing data to predict falls in older individuals

  2020 British Journal of Clinical Pharmacology article Medicine Pharmaceutical Practices and Patient Outcomes Open access

  5

  citations

11 results