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  • Image Data Used in the Simulations of "The Role of Image Compression Standards in Medical Imaging: Current Status and Future Trends"
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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-IDRITCGA-BRCA, and 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 TypeDownload all or Query/Filter
CT Images (DICOM)

LIDC images (DICOM)

TCGA-BRCA images (DICOM)

TCGA-GBM images (DICOM)

Please contact help@cancerimagingarchive.net  with any questions regarding usage.

Detailed Description

Citations & Data Usage Policy 

These collections are freely available to browse, download, and use for commercial, scientific and educational purposes as outlined in the Creative Commons Attribution 3.0 Unported License. Questions may be directed to help@cancerimagingarchive.net. Please be sure to acknowledge both this data set and TCIA in publications by including the following citations in your work:

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 TypeDownload all or Query/Filter
CT Images (DICOM)

LIDC images (DICOM)

TCGA-BRCA images (DICOM)

TCGA-GBM images (DICOM)

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