Publications by authors named "Yujeong Eo"
J Imaging Inform Med
September 2024
Article Synopsis
- A study was conducted to assess how well deep learning (DL) models could identify patients using paired chest radiographs (CXRs) and compare their accuracy to human radiologists.
- The DL models were trained on a large dataset of over 240,000 CXRs and tested on various populations, while the performance of the models was compared against junior and senior radiology residents and expert radiologists.
- The results showed that the SimChest DL model performed similarly to the radiologists in identifying patients, with an accuracy indicating that DL models can effectively screen for patient misidentification alongside human experts.
