Deep Learning Systems for Pneumothorax Detection on Chest Radiographs: A Multicenter External Validation Study.

Yee Liang ThianDianwen NgJames Thomas Patrick Decourcy HallinanPooja Jagmohan David Soon Yiew SiaCher Heng TanYong Han Ting Pin Lin Kei Geoiphy George Pulickal Tze Yang Vincent Tiong Swee Tian Quek Mengling Feng

Published in: Radiology. Artificial intelligence (2021)

A deep learning model trained with a large volume of data on the task of pneumothorax detection was able to generalize well to multiple external datasets with patient demographics and technical parameters independent of the training data.Keywords: Thorax, Computer Applications-Detection/DiagnosisSee also commentary by Jacobson and Krupinski in this issue.Supplemental material is available for this article.©RSNA, 2021.

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