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, 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
Click the Download button to save a ".tcia" manifest file to your computer, which you must open with the NBIA Data Retriever
| Data Type | Download all or Query/Filter |
|---|---|
| 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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Please contact help@cancerimagingarchive.net with any questions regarding usage.
Detailed Description
Citations & Data Usage Policy
Users of this data must abide by the TCIA Data Usage Policy and the Creative Commons Attribution 3.0 Unported License under which it has been published. 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
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. The Cancer Imaging Archive (TCIA): Maintaining and Operating a Public Information Repository, Journal of Digital Imaging, Volume 26, Number 6, December, 2013, pp 1045-1057. DOI: https://doi.org/10.1007/s10278-013-9622-7
In addition to the dataset citation above, please be sure to cite the following if you utilize these data in your research:
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
Other Publications Using This Data
TCIA maintains a list of publications that leverage TCIA data. If you have a manuscript you'd like to add please contact the TCIA Helpdesk.
Version 1 (Current): 2016/12/08
| Data Type | Download all or Query/Filter |
|---|---|
| CT Images (DICOM) |
|
| LIDC images (DICOM) |
|
| TCGA-BRCA images (DICOM) |
|
| TCGA-GBM images (DICOM) |
|