Four overlooked errors in ROC analysis: How to prevent and avoid

Authors

Zhuoqiao He, Edith Cowan UniversityFollow
Qingying Zhang
Manshu Song, Edith Cowan UniversityFollow
Xuerui Tan
Wei Wang, Edith Cowan UniversityFollow

Author Identifier

Manshu Song: https://orcid.org/0000-0003-1433-7192

Wei Wang: https://orcid.org/0000-0002-1430-1360

Document Type

Journal Article

Publication Title

BMJ Evidence-Based Medicine

PubMed ID

39304213

Publisher

BMJ Publishing Group

School

Centre for Precision Health / School of Medical and Health Sciences

RAS ID

72545

Funders

National Natural Science Foundation of China (82073659) / Funding for Guangdong Medical Leading Talent / First Affiliated Hospital / Shantou University Medical College, China / Grant for Key Disciplinary Project of Clinical Medicine under the High-level University Development Program, Guangdong / Western Australian Future Health Research and Innovation Fund (WANMA/Ideas2023-24/10) / Guangdong Graduate Education Innovation Plan Project (2021SFKC039) / ECU-SUMC collaborative PhD project

Comments

He, Z., Zhang, Q., Song, M., Tan, X., & Wang, W. (2024). Four overlooked errors in ROC analysis: how to prevent and avoid. BMJ Evidence-Based Medicine. Advance online publication. https://doi.org/10.1136/bmjebm-2024-113078

DOI

10.1136/bmjebm-2024-113078

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 License.