German CheXpert Chest X-ray Radiology Report Labeler

no code implementations • 5 Jun 2023 • Alessandro Wollek, Sardi Hyska, Thomas Sedlmeyr, Philip Haitzer, Johannes Rueckel, Bastian O. Sabel, Michael Ingrisch, Tobias Lasser

This study aimed to develop an algorithm to automatically extract annotations for chest X-ray classification models from German thoracic radiology reports.

Attention-based Saliency Maps Improve Interpretability of Pneumothorax Classification

1 code implementation • 3 Mar 2023 • Alessandro Wollek, Robert Graf, Saša Čečatka, Nicola Fink, Theresa Willem, Bastian O. Sabel, Tobias Lasser

Conclusion: ViTs performed similarly to CNNs in CXR classification, and their attention-based saliency maps were more useful to radiologists and outperformed GradCAM.

Classification Lung Disease Classification