Development and validation of a radiomics-based model for early prediction of delayed radiological recovery from Mycoplasma pneumoniae pneumonia: a multicenter study
The MPP delayed recovery prediction model, based on 16 radiomics features, D-dimer, SII, and a consolidation pattern, showed excellent predictive performance. It can be used by clinicians as an effective tool for early identification and intervention.
Authors
- Tianda Wang
- Jiawei Hao (ORCID: https://orcid.org/0000-0001-7524-4024)
- Jian Zhang (ORCID: https://orcid.org/0000-0001-8338-9426)
- Liyong Zhuo (ORCID: https://orcid.org/0000-0003-4895-9432)
- Huan Meng (ORCID: https://orcid.org/0000-0002-9786-3341)
- Zijun Song (ORCID: https://orcid.org/0000-0003-3201-0556)
Institutions
- Affiliated Hospital of Hebei University (CN)
- Baoding People's Hospital (CN)
Publication Details
- Journal
- BMC Medical Imaging
- Published
- 2025-07-05
- DOI
- https://doi.org/10.1186/s12880-025-01819-6
- Citations
- 1
- Primary Topic
- Radiomics and Machine Learning in Medical Imaging
- Type
- article
- Field-Weighted Citation Impact
- 1.36