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1. ISNet ISNet Public

   [Nature Communications 2024] Improving deep neural network generalization and robustness to background bias via layer-wise relevance propagation optimization

   Python 14

2. MrGiovanni/LabelCritic MrGiovanni/LabelCritic Public

   [ISBI 2025] Design Data Before Models: Using large vision-language models to automatically enhance medical dataset annotations.

   Python 34 2

3. MrGiovanni/RadGPT MrGiovanni/RadGPT Public

   [ICCV 2025] AbdomenAtlas 3.0 (9,262 CT volumes + medical reports). These “superhuman” reports are more accurate, detailed, standardized, and generated faster than traditional human-made reports.

   Python 175 5

4. MrGiovanni/Touchstone MrGiovanni/Touchstone Public

   [NeurIPS 2024] Touchstone - Benchmarking AI on 5,172 o.o.d. CT volumes and 9 anatomical structures

   Jupyter Notebook 128 4

5. MrGiovanni/R-Super MrGiovanni/R-Super Public

   [MICCAI 2025 Best Paper Award Runner-up] Learning Segmentation from Radiology Reports

   Python 89 3

6. TrainingWithExplanationsAlone TrainingWithExplanationsAlone Public

   Python 3