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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.
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| title | Data Access |
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| Data AccessCollections Used in this Third Party AnalysisBelow is a list of the Collections used in these analyses: | Data Type | Download all or Query/Filter | License |
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| Corresponding Original Images from CT COLONOGRAPHY (DICOM) |
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| url | https://wiki.cancerimagingarchive.net/download/attachments/22518423/doiJNLP_TCGA-COLONOGRAPHY_Data.tcia?api=v2 |
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| Download CT COLONOGRAPHY subset |
(Download requires NBIA Data Retriever) | | | Corresponding Original Images from LIDC-IDRI (DICOM) |
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| url | https://wiki.cancerimagingarchive.net/download/attachments/22518423/doiJNLP_LIDC-IDRI_Data.tcia?api=v2 |
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| Download LIDC-IDRI subset |
(Download requires NBIA Data Retriever) | | | Corresponding Original Images from TCGA-BRCA (DICOM) |
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| url | https://wiki.cancerimagingarchive.net/download/attachments/22518423/doiJNLP_TCGA-BRCA_Data.tcia?api=v2 |
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| Download TCGA-BRCA subset |
(Download requires NBIA Data Retriever) | | | Corresponding Original Images from TCGA-GBM (DICOM) |
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| url | https://wiki.cancerimagingarchive.net/download/attachments/22518423/doiJNLP_TCGA-GBM_Data.tcia?api=v2 |
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| Limited access TCGA-GBM subset |
(Download requires NBIA Data Retriever) | |
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| title | Detailed Description |
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| Detailed DescriptionThis Collection used subsets of existing TCIA data. | Collection Statistics | Radiology |
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| 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 |
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| title | Citations & Data Usage Policy |
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| Citations & Data Usage Policy | Tcia limited license policy |
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| Info |
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| title | Publication Citation |
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| 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
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| 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 DataTCIA maintains a list of publications that leverage our data. If you have a manuscript you'd like to add please contact TCIA's Helpdesk. |
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| Version 1 (Current): 2016/12/08| Data Type | Download all or Query/Filter | License |
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| CT Images (DICOM) |
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| url | https://wiki.cancerimagingarchive.net/download/attachments/22518423/doiJNLP_TCGA-COLONOGRAPHY_Data.tcia?api=v2 |
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| Download CT COLONOGRAPHY subset |
(Download requires the NBIA Data Retriever) | | | LIDC images (DICOM) |
| Tcia button generator |
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| url | https://wiki.cancerimagingarchive.net/download/attachments/22518423/doiJNLP_LIDC-IDRI_Data.tcia?api=v2 |
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| Download LIDC-IDRI subset |
(Download requires the NBIA Data Retriever) | | | TCGA-BRCA images (DICOM) |
| Tcia button generator |
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| url | https://wiki.cancerimagingarchive.net/download/attachments/22518423/doiJNLP_TCGA-BRCA_Data.tcia?api=v2 |
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| Download TCGA-BRCA subset |
(Download requires the NBIA Data Retriever) | | | TCGA-GBM images (DICOM) |
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| url | https://wiki.cancerimagingarchive.net/download/attachments/22518423/doiJNLP_TCGA-GBM_Data.tcia?api=v2 |
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| Limited access TCGA-GBM subset |
(Download requires the NBIA Data Retriever) |
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