Prediction of ipsilateral and contralateral pneumothorax using a simple chest X-ray
The results of this study suggest that machine learning algorithms using simple X-rays and basic clinical data can predict SP development with fair performance. The apical regions of the lung were strongly associated with SP development, consistent with clinical knowledge.
Authors
- Yoon Ho Kim
- Kyong Shil Im
- Kwanyong Hyun (ORCID: https://orcid.org/0000-0002-2103-3122)
- Jeong Hwan Ryu
- Jae Jun Kim
Institutions
- The Catholic University of Korea Uijeongbu St. Mary's Hospital (KR)
- Catholic University of Korea (KR)
Publication Details
- Journal
- Journal of Thoracic Disease
- Published
- 2025-02-01
- DOI
- https://doi.org/10.21037/jtd-24-1729
- Primary Topic
- Ultrasound in Clinical Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00