Loading metrics Open Access Peer-reviewed Research Article Citation: Chen W, Li X, Qu Z, Liu T, Chen B, Huang L, et al. (2026) Large language models for pneumonia detection in radiology reports via text analysis. PLOS Digit Health 5(9): e0001104. https://doi.org/10.1371/journal.pdig.0001104 Editor: Goksu Bozdereli Berikol, Atilim University: Atilim Universitesi, TÜRKIYE Received: October 20, 2025; Accepted: September 4, 2026; Published: September 23, 2026 Copyright: © 2026 Chen et al.