Integration of detection and tracking networks for automated rib multiplanar reconstruction: a feasibility study for fracture diagnosis
Over 5,500 ribs were analyzed, with 1,065 (19.3%) positive at the reference standard created by two senior radiologists. Using automatic MPR, overall 85.4% sensitivity and 98.9% specificity were obtained. The reading time decreased by approximately 75% from 159.3 ± 50.5 s using original CT images to 41.2 ± 6.6 s using MPR.
Authors
- Xu Zeng
- Yang Liu (ORCID: https://orcid.org/0000-0002-7734-5635)
- Huasheng Zhuo (ORCID: https://orcid.org/0009-0002-7860-7606)
- Donglin Wen
- Tielin Shi
- Guanglan Liao
- Yi Wang
- Gang Wu
Institutions
- Tongji Hospital (CN)
- Huazhong University of Science and Technology (CN)
Publication Details
- Journal
- European Radiology Experimental
- Published
- 2026-03-17
- DOI
- https://doi.org/10.1186/s41747-026-00703-4
- Primary Topic
- Trauma Management and Diagnosis
- Type
- article
- Field-Weighted Citation Impact
- 0.00