NIH Chest Xray Dataset
Small subset of cases from the NIH Chest Xray Dataset provided by the NIH Clinical Center that contain bounding box information for a radiographic findings.
License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below.
Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC
Citation:
X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Atelectasis, Effusion (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Atelectasis (red bounding box), Effusion (blue bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Atelectasis (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Atelectasis (red bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Pneumonia (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Pneumonia (rose bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Effusion (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Effusion (blue bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Mass (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Mass (green bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Infiltrate (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Infiltrate (orange bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Mass, Pneumonia, Pneumothorax (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Mass (green bounding box), Pneumonia (rose bounding box), Pneumothorax (teal bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Cardiomegaly (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Cardiomegaly (purple bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Atelectasis (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Atelectasis (red bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Pneumonia (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Pneumonia (rose bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Mass (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Mass (green bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Cardiomegaly (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Cardiomegaly (purple bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Infiltrate (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Infiltrate (orange bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Effusion (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Effusion (blue bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Pneumonia (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Pneumonia (rose bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Atelectasis (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Atelectasis (red bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Infiltrate (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Infiltrate (orange bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Atelectasis (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Atelectasis (red bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Effusion (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Effusion (blue bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Effusion (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Effusion (blue bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Atelectasis (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Atelectasis (red bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Cardiomegaly, Pneumonia (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Cardiomegaly (purple bounding box), Pneumonia (rose bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Effusion (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Effusion (blue bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Atelectasis (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Atelectasis (red bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Mass (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Mass (green bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Nodule (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Nodule (yellow bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Cardiomegaly, Pneumonia (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Cardiomegaly (purple bounding box), Pneumonia (rose bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Infiltrate (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Infiltrate (orange bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Atelectasis (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Atelectasis (red bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Pneumonia (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Pneumonia (rose bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Effusion (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Effusion (blue bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Infiltrate, Pneumonia (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Infiltrate (orange bounding box), Pneumonia (rose bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Pneumonia (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Pneumonia (rose bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Cardiomegaly (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Cardiomegaly (purple bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Effusion (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Effusion (blue bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Pneumonia (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Pneumonia (rose bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Nodule (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Nodule (yellow bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Atelectasis (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Atelectasis (red bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Nodule (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Nodule (yellow bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Atelectasis, Effusion, Infiltrate (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Atelectasis (red bounding box), Effusion (blue bounding box), Infiltrate (orange bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Infiltrate (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Infiltrate (orange bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Atelectasis (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Atelectasis (red bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Atelectasis (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Atelectasis (red bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Effusion (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Effusion (blue bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Atelectasis (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Atelectasis (red bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Atelectasis (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Atelectasis (red bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Cardiomegaly (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Cardiomegaly (purple bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Pneumothorax (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Pneumothorax (teal bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Mass (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Mass (green bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.
Atelectasis (from the NIH Chest X-Ray dataset)
@Key findings demonstrate Atelectasis (red bounding box). This case is taken from the NIH Chest X-Ray dataset provided by the NIH Clinical Center. The findings above are taken directly from the metadata in the dataset and are not independently verified. License: No restrictions on use as long as you provide the link to the original download site, acknowledge the NIH Clinical Center, and provide a citation to the CVPR 2017 paper below. Original download link: https://nihcc.app.box.com/v/ChestXray-NIHCC Citation: X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri and R. M. Summers, "ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases," 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 2017, pp. 3462-3471, doi: 10.1109/CVPR.2017.369.