- Published
- 2022-10-18
- Venue
- The Lancet Digital Health, vol. 4, no. 12, pp. e853-e855
- Cited by
- 497
- Open access
- Yes, gold
- DOI
- 10.1016/s2589-7500(22)00188-1
- PubMed
- 36270955
Abstract
Clinicians often ask biostatisticians to provide a judgement on the quality of a prediction model. The prediction quality can be assessed with different performance criteria, with discriminative ability being a main issue: how well can we separate high-risk from low-risk patients? Discriminative ability is typically quantified by the area under the receiver operating characteristic curve (AUC) when we consider prediction of a binary event.
Cite this paper
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- APA 7
Hond, A. D., Steyerberg, E. W., & CALSTER, B. V. (2022). Interpreting area under the receiver operating characteristic curve. The Lancet Digital Health, 4(12), e853–e855. https://doi.org/10.1016/s2589-7500(22)00188-1
- MLA 9
Hond, Anne de, et al. "Interpreting area under the receiver operating characteristic curve." The Lancet Digital Health, vol. 4, no. 12, 2022, pp. e853–e855, https://doi.org/10.1016/s2589-7500(22)00188-1.
- Chicago
Hond, Anne de, Ewout Willem Steyerberg, and Ben VAN CALSTER. "Interpreting area under the receiver operating characteristic curve." The Lancet Digital Health 4, no. 12 (2022): e853–e855. https://doi.org/10.1016/s2589-7500(22)00188-1.
- GOST
Hond A. D., Steyerberg E. W., CALSTER B. V. Interpreting area under the receiver operating characteristic curve // The Lancet Digital Health. — 2022. — Vol. 4, № 12. — P. e853–e855. — URL: https://doi.org/10.1016/s2589-7500(22)00188-1
- BibTeX
@article{hond2022interpreting, title = {{Interpreting area under the receiver operating characteristic curve}}, author = {Anne de Hond and Ewout Willem Steyerberg and Ben VAN CALSTER}, journal = {The Lancet Digital Health}, year = {2022}, volume = {4}, number = {12}, pages = {e853--e855}, doi = {10.1016/s2589-7500(22)00188-1}, url = {https://doi.org/10.1016/s2589-7500(22)00188-1} }- RIS
TY - JOUR AU - Hond, Anne de AU - Steyerberg, Ewout Willem AU - CALSTER, Ben VAN TI - Interpreting area under the receiver operating characteristic curve JO - The Lancet Digital Health VL - 4 IS - 12 SP - e853 EP - e855 PY - 2022 DA - 2022/10/18 DO - 10.1016/s2589-7500(22)00188-1 UR - https://doi.org/10.1016/s2589-7500(22)00188-1 ER -