Datasets:
Upload README_0012_cad_pe.md
Browse files
0012_cad_pe/README_0012_cad_pe.md
ADDED
@@ -0,0 +1,57 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
# CAD-PE – Computer Aided Detection for Pulmonary Embolism Challenge
|
2 |
+
|
3 |
+
## License
|
4 |
+
**CC BY 4.0**
|
5 |
+
[Creative Commons Attribution 4.0 International License](https://creativecommons.org/licenses/by/4.0/)
|
6 |
+
|
7 |
+
## Citation
|
8 |
+
Paper BibTeX:
|
9 |
+
|
10 |
+
```bibtex
|
11 |
+
@article{gonzalez2020computer,
|
12 |
+
title={Computer aided detection for pulmonary embolism challenge (CAD-PE)},
|
13 |
+
author={Gonz{\'a}lez, Germ{\'a}n and Jimenez-Carretero, Daniel and Rodr{\'\i}guez-L{\'o}pez, Sara and Cano-Espinosa, Carlos and Cazorla, Miguel and Agarwal, Tanya and Agarwal, Vinit and Tajbakhsh, Nima and Gotway, Michael B and Liang, Jianming and others},
|
14 |
+
journal={arXiv preprint arXiv:2003.13440},
|
15 |
+
year={2020}
|
16 |
+
}
|
17 |
+
```
|
18 |
+
|
19 |
+
Dataset:
|
20 |
+
|
21 |
+
```bibtex
|
22 |
+
@data{9bw7-6823-19,
|
23 |
+
doi = {10.21227/9bw7-6823},
|
24 |
+
url = {https://dx.doi.org/10.21227/9bw7-6823},
|
25 |
+
author = {German Gonzalez Serrano},
|
26 |
+
publisher = {IEEE Dataport},
|
27 |
+
title = {CAD-PE},
|
28 |
+
year = {2019} }
|
29 |
+
```
|
30 |
+
|
31 |
+
## Dataset description
|
32 |
+
This dataset contains 91 computed tomography pulmonary angiograms positive for pulmonary embolism. At least one experience radiologist has segmented all clots in each of the scans. The dataset was originated for the ISBI challenge cad-pe.
|
33 |
+
|
34 |
+
**Number of CT volumes**: 40
|
35 |
+
|
36 |
+
**Contrast**: Computed tomography pulmonary angiography (CTPA)
|
37 |
+
|
38 |
+
**CT body coverage**: Thoracic region (pulmonary arteries)
|
39 |
+
|
40 |
+
**Does the dataset include any ground truth annotations?**: Yes
|
41 |
+
|
42 |
+
**Original GT annotation targets**: Pulmonary emboli
|
43 |
+
|
44 |
+
**Number of annotated CT volumes**: 40
|
45 |
+
|
46 |
+
**Annotator**: Human
|
47 |
+
|
48 |
+
**Acquisition centers**: Six different hospitals associated with the Unidad Central de Radiodiagnóstico in Madrid, Spain, a central system that concentrates the radiology services of the Madrid region
|
49 |
+
|
50 |
+
**Pathology/Disease**: Pulmonary embolism
|
51 |
+
|
52 |
+
**Original dataset download link**: https://ieee-dataport.org/open-access/cad-pe
|
53 |
+
|
54 |
+
Available on IEEE DataPort as open-access files; login is required for download.
|
55 |
+
|
56 |
+
**Original dataset format**: nrrd
|
57 |
+
|