Update README.md
Browse files
README.md
CHANGED
|
@@ -14,8 +14,24 @@ license: cc-by-nc-4.0
|
|
| 14 |
|
| 15 |
## 🔥 Available resources
|
| 16 |
|
| 17 |
-
**ckpt/
|
|
|
|
|
|
|
| 18 |
|
| 19 |
## 🤝🏻 Acknowledgment
|
| 20 |
|
| 21 |
-
We thank contributors from the CT-RATE dataset available at [https://huggingface.co/datasets/ibrahimhamamci/CT-RATE](https://huggingface.co/datasets/ibrahimhamamci/CT-RATE), and from the Rad-ChestCT dataset available at [https://zenodo.org/records/6406114](https://zenodo.org/records/6406114).
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 14 |
|
| 15 |
## 🔥 Available resources
|
| 16 |
|
| 17 |
+
**ckpt/model_state_dict.pt**: Model trained on the CT-RATE **train** set.
|
| 18 |
+
|
| 19 |
+
**ckpt/classification_threshold.csv**: Classification thresholds optimized on our validation set, leaving the official CT-RATE test set untouched.
|
| 20 |
|
| 21 |
## 🤝🏻 Acknowledgment
|
| 22 |
|
| 23 |
+
We thank contributors from the CT-RATE dataset available at [https://huggingface.co/datasets/ibrahimhamamci/CT-RATE](https://huggingface.co/datasets/ibrahimhamamci/CT-RATE), and from the Rad-ChestCT dataset available at [https://zenodo.org/records/6406114](https://zenodo.org/records/6406114).
|
| 24 |
+
|
| 25 |
+
## 📎Citation
|
| 26 |
+
|
| 27 |
+
If you use this repository in your work, we would appreciate the following citation:
|
| 28 |
+
|
| 29 |
+
```bibtex
|
| 30 |
+
@InProceedings{dipiazza_2025_ctscroll,
|
| 31 |
+
title = {Imitating Radiological Scrolling: A Global-Local Attention Model for 3D Chest CT Volumes Multi-Label Anomaly Classification},
|
| 32 |
+
author = {Di Piazza, Theo and Lazarus, Carole and Nempont, Olivier and Boussel, Loic},
|
| 33 |
+
booktitle = {Proceedings of The 8nd International Conference on Medical Imaging with Deep Learning -- MIDL 2025},
|
| 34 |
+
year = {2025},
|
| 35 |
+
publisher = {PMLR},
|
| 36 |
+
}
|
| 37 |
+
```
|