J Irvin, P Rajpurkar, M Ko, Y Yu, S Ciurea-Ilcus… - Proceedings of the AAAI …, 2019 - aaai.org
… In this work, we present CheXpert (Chest eXpert), a large dataset for chestradiograph … chestradiographs of 65,240 patients labeled for the presence of 14 common chestradiographic …
M Park, JS Jin, LS Wilson - Medical Imaging 2003: Physics of …, 2003 - spiedigitallibrary.org
… to be detected by the system. Therefore, the evaluation could … chestradiographs as well as abnormal chestradiographs may … system demonstrated a high possibility to detect and label …
TM Lehmann, O Güld, D Keysers, H Schubert… - Journal of Digital …, 2003 - Springer
… the view position of chestradiographs is embedded in a system for content-based image retrieval in medical applications (IRMA).8 IRMA is a distributed system using a central relational …
D Li, LM Pehrson, L Tøttrup, M Fraccaro, R Bonnevie… - Diagnostics, 2022 - mdpi.com
… Chexpert: A large chestradiograph dataset with uncertainty labels and expert comparison. In Proceedings of the AAAI Conference on Artificial Intelligence, Honolulu, HI, USA, 27 …
… Chestradiography is a common imaging modality used to assess the thorax and the most common medical imaging study in the world. Chestradiographs … analysis of radiographs has …
… to the label noise. Furthermore, we exploit the high comorbidity of abnormalities observed in chestradiography and incorporate this information to further reduce the impact of label noise…
… To demonstrate wide coverage of all fine-grained findings found in AP chestradiographs , we collected datasets from 3 separate sources, namely, the MIMIC-4 6 , a dataset of over …
… labeledchestradiographs achieved high diagnostic performance in the classification of chest radiographs as normal … labeledchestradiographs show promise in performing automated …
M Annarumma, SJ Withey, RJ Bakewell, E Pesce… - Radiology, 2019 - pubs.rsna.org
… labeledradiographs to predict the clinical priority from radiologic appearances only. The system’s performance in radiograph … set of 15 887 radiographs. Prediction performance was …