Final height prediction of girls at menarche: a combined model using left hand and wrist bone age, knee radiomic scores, and clinical characteristics
A robust linear regression model that incorporates knee radiomic scores, BA of GP, height at menarche, and father's height demonstrated the best final height prediction in our cohort. This research is an innovative application of radiomic score of the distal femur to final height prediction. Further validation is warranted to test robustness across populations and scenarios.
Authors
- Yu Ding (ORCID: https://orcid.org/0000-0003-1246-2563)
- Yi-Rou Wang
- Guo-Ying Chang
- Xin Li (ORCID: https://orcid.org/0000-0002-6338-5222)
- Yao Chen (ORCID: https://orcid.org/0000-0001-7231-9860)
- Juan Li (ORCID: https://orcid.org/0000-0002-9838-0990)
- Rui Wang (ORCID: https://orcid.org/0000-0001-6651-1485)
- Xiumin Wang (ORCID: https://orcid.org/0000-0002-2186-759X)
- Feihan Hu
- Xueqiong Xu
Institutions
- Shanghai Jiao Tong University (CN)
- Shanghai Children's Medical Center (CN)
Publication Details
- Journal
- World Journal of Pediatrics
- Published
- 2025-12-13
- DOI
- https://doi.org/10.1007/s12519-025-01002-5
- Primary Topic
- Radiomics and Machine Learning in Medical Imaging
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Fundamental Research Funds for the Central Universities