Implementing multiple imputations for addressing missing data in multireader multicase design studies
Within MRMC design settings, the adoption of an MI-MRMC approach in the face of missing data can facilitate the attainment of unbiased and robust estimates of diagnostic capability.
Authors
- Yingyi Qin (ORCID: https://orcid.org/0000-0002-3340-3776)
- Qian He (ORCID: https://orcid.org/0000-0002-3203-696X)
- Xiaoping Yin
- Zhemin Pan
- Jia He (ORCID: https://orcid.org/0009-0002-4766-6718)
- Wangyang Bai
Institutions
- Tongji University (CN)
- Second Military Medical University (CN)
- Affiliated Hospital of Hebei University (CN)
- Yangpu Hospital of Tongji University (CN)
Publication Details
- Journal
- BMC Medical Research Methodology
- Published
- 2024-09-27
- DOI
- https://doi.org/10.1186/s12874-024-02321-3
- Citations
- 1
- Primary Topic
- Optimal Experimental Design Methods
- Type
- article
- Field-Weighted Citation Impact
- 0.49
Funders
- Shanghai Municipal Health Commission
- Jilin University
- Peking University
- Hebei University
- Peking University People's Hospital