Deep learning for classification of pediatric chest radiographs by WHO's standardized methodology.
Yiyun ChenCraig S RobertsWanmei OuTanaz PetigaraGregory V GoldmacherNicholas FancourtMaria Deloria KnollPublished in: PloS one (2021)
A deep learning model can classify pneumonia CXR images in children at a performance comparable to human readers. Our method lays a strong foundation for the potential inclusion of computer-aided readings of pediatric CXRs in vaccine trials and epidemiology studies.