Summary
These are the 3D image data used in the simulations of the paper "The Role of Image Compression Standards in Medical Imaging: Current Status and Future Trends". 10 series per collection were selected from ACRIN 6664 (CT COLONOGRAPHY), Data from The Lung Image Database Consortium (LIDC) and Image Database Resource Initiative (IDRI): A completed reference database of lung nodules on CT scans (LIDC-IDRI), The Cancer Genome Atlas Breast Invasive Carcinoma Collection (TCGA-BRCA), and The Cancer Genome Atlas Glioblastoma Multiforme Collection (TCGA-GBM) for analysis. Lossless and lossy compression algorithms, including JPEG, JPEG-LS, JPEG-XR, JPEG2000, HEVC, are used to compress and decompress the images. Their performances are compared in the paper.
Data Access
Collections Used in this Third Party Analysis
Below is a list of the Collections used in these analyses:
| Data Type | Download all or Query/Filter | License |
|---|---|---|
| Corresponding Original Images from CT COLONOGRAPHY (DICOM) |
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| Corresponding Original Images from LIDC-IDRI (DICOM) |
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| Corresponding Original Images from TCGA-BRCA (DICOM) |
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| Corresponding Original Images from TCGA-GBM (DICOM) |
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Detailed Description
This Collection used subsets of existing TCIA data.
| Collection Statistics | Radiology |
|---|---|
| Modalities | MR,CT |
| Number of Participants | 37 |
| Number of Studies | 40 |
| Number of Series | 40 |
| Number of Images | 9,252 |
| Image Size (GB) | 3.9 |
manifest (note: includes limited-access data): metadata.csv
Citations & Data Usage Policy
Users must abide by the TCIA Data Usage Policy and Restrictions. Attribution should include references to the following citations:
Data Citation
Liu, F., Hernandez-Cabrero, M., Sanchez, V., Marcellin, M. W., & Bilgin, A. (2016). Image Data Used in the Simulations of The Role of Image Compression Standards in Medical Imaging: Current Status and Future Trends (Image-Compression-Simulation) [Data set]. The Cancer Imaging Archive. https://doi.org/10.7937/K9/TCIA.2016.xHs
https://doi.org/10.7937/K9/TCIA.2016.xHsOkCdcOkCdcPublication Citation
Liu, F., Hernandez-Cabronero, M., Sanchez, V., Marcellin, M., & Bilgin, A. (2017). The Current Role of Image Compression Standards in Medical Imaging. In Information (Vol. 8, Issue 4, p. 131). MDPI AG. https://doi.org/10.3390/info8040131
TCIA Citation
Clark, K., Vendt, B., Smith, K., Freymann, J., Kirby, J., Koppel, P., Moore, S., Phillips, S., Maffitt, D., Pringle, M., Tarbox, L., & Prior, F. (2013). The Cancer Imaging Archive (TCIA): Maintaining and Operating a Public Information Repository. In Journal of Digital Imaging (Vol. 26, Issue 6, pp. 1045–1057). Springer Science and Business Media LLC. https://doi.org/10.1007/s10278-013-9622-7 PMCID: PMC3824915
Other Publications Using This Data
TCIA maintains a list of publications that leverage our data. If you have a manuscript you'd like to add please contact TCIA's Helpdesk.
Version 1 (Current): 2016/12/08
| Data Type | Download all or Query/Filter | License |
|---|---|---|
| CT Images (DICOM) |
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| LIDC images (DICOM) |
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| TCGA-BRCA images (DICOM) |
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| TCGA-GBM images (DICOM) |
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