Automated detection of radiolucent foreign body aspiration on chest CT using deep learning.
Liu X, Chen Z, Tang Z, Yang X, Jiang Y, Zheng D, Jiang F, Ni F, Geng S, Qian Q, Hao Y, Xu J, Wang Y, Zhu M, Wang X, Ewing RM, Belkhatir Z, Zhang G, Nie H, Hu Y, Wang W, Wang Y.
Liu X, et al.
NPJ Digit Med. 2025 Nov 10;8(1):647. doi: 10.1038/s41746-025-02097-w.
NPJ Digit Med. 2025.
PMID: 41214229
Free PMC article.
The model was trained and validated across three independent cohorts, demonstrating consistent performance with accuracies above 90% and balanced recall-precision metrics. In a blinded independent evaluation cohort, the model outperformed expert radiologists in both recall …
The model was trained and validated across three independent cohorts, demonstrating consistent performance with accuracies above 90% and bal …