CAD-PE – Computer Aided Detection for Pulmonary Embolism Challenge

License

CC BY 4.0
Creative Commons Attribution 4.0 International License

Citation

Paper BibTeX:

@article{gonzalez2020computer,
  title={Computer aided detection for pulmonary embolism challenge (CAD-PE)},
  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},
  journal={arXiv preprint arXiv:2003.13440},
  year={2020}
}

Dataset:

@data{9bw7-6823-19,
doi = {10.21227/9bw7-6823},
url = {https://dx.doi.org/10.21227/9bw7-6823},
author = {German Gonzalez Serrano},
publisher = {IEEE Dataport},
title = {CAD-PE},
year = {2019} }

Dataset description

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.

Number of CT volumes: 40

Contrast: Computed tomography pulmonary angiography (CTPA)

CT body coverage: Thoracic region (pulmonary arteries)

Does the dataset include any ground truth annotations?: Yes

Original GT annotation targets: Pulmonary emboli

Number of annotated CT volumes: 40

Annotator: Human

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

Pathology/Disease: Pulmonary embolism

Original dataset download link: https://ieee-dataport.org/open-access/cad-pe

Available on IEEE DataPort as open-access files; login is required for download.

Original dataset format: nrrd