The deep learning model is capable of diagnosing common pathologies on chest X-ray images in pediatric patients. Experiments show that the model achieves superior performance compared to existing methods. Especially, after this study, for the first time, a large-scale pediatric X-ray dataset (over 5,000 cases), was labeled and a new deep learning algorithm was introduced to the community by VinBigData through the platform. VinDr Lab platform.
This study was published at the International Conference on Computer Vision (IEEE International Conference on Computer Vision – ICCV 2021) thematic on medical imaging (Computer Vision for Automated Medical Diagnosis) – ICCV is a large conference. 3rd in the world in this field (according to Google Scholar).