Deep-Learning Algorithm Diagnostic Support for Usual Interstitial Pneumonia Pattern Recognition in Fibrotic Interstitial Lung Disease - PubMed
3 hours ago
- #interstitial lung disease
- #deep learning
- #radiology
- A deep learning algorithm called SOFIA improves diagnostic agreement and prognostic accuracy for usual interstitial pneumonia (UIP) pattern recognition in fibrotic interstitial lung disease.
- After using SOFIA, inter-observer agreement for definite UIP improved from moderate to good, and for probable UIP from fair to moderate.
- SOFIA increased prognostic accuracy for UIP classifications and boosted the proportion of reviewers whose probable UIP scores predicted transplant-free survival by 42%.