Description
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 CT COLONOGRAPHY (ACRIN 6664), 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
Data Type | Download all or Query/Filter | License |
---|---|---|
Subset of CT COLONOGRAPHY Images (DICOM) |
| |
Subset of LIDC-IDRI images (DICOM) |
| |
Subset of TCGA-BRCA images (DICOM) |
| |
Subset of TCGA-GBM images (DICOM) |
|
Please contact help@cancerimagingarchive.net with any questions regarding usage.
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, Feng; Hernandez-Cabronero, Miguel; Sanchez, Victor; Marcellin, Michael W.; Bilgin, Ali. (2016). Image Data Used in the Simulations of "The Role of Image Compression Standards in Medical Imaging: Current Status and Future Trends". The Cancer Imaging Archive. https://doi.org/10.7937/K9/TCIA.2016.xHsOkCdc
Publication Citation
Liu, Feng; Hernandez-Cabronero, Miguel; Sanchez, Victor; Marcellin, Michael W.; Bilgin, Ali. (2017) The Current Role of Image Compression Standards in Medical Imaging. Information 8(4):131-157. doi:10.3390/info8040131 http://www.mdpi.com/2078-2489/8/4/131
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) |
| |
LIDC images (DICOM) |
| |
TCGA-BRCA images (DICOM) |
| |
TCGA-GBM images (DICOM) |
|