Deep learning for pneumothorax diagnosis: a systematic review and meta-analysis.

Takahiro SugibayashiShannon L WalstonToshimasa MatsumotoYasuhito MitsuyamaYukio MikiDaiju Ueda

Published in: European respiratory review : an official journal of the European Respiratory Society (2023)

Our review found the diagnostic performance of DL models was similar to that of physicians, although the majority of studies had a high risk of bias. Further pneumothorax AI research is needed.

Keyphrases

deep learning
artificial intelligence
primary care
case control
machine learning