Notice: Function Pods Templates was called incorrectly. Pod Template PHP code is no longer actively supported and will be completely removed in Pods 3.3 Please see Debugging in WordPress for more information. (This message was added in version 3.0.) in /var/www/html/wp-includes/functions.php on line 6085
Deprecated: Pod Template PHP code has been deprecated, please use WP Templates instead of embedding PHP. has been deprecated since Pods version 2.3 with no alternative available. in /var/www/html/wp-content/plugins/pods/includes/general.php on line 1037
Image-Compression-Simulation | Image Data Used in the Simulations of "The Role of Image Compression Standards in Medical Imaging: Current Status and Future Trends"
DOI: 10.7937/K9/TCIA.2016.xHsOkCdc | Data Citation Required | Analysis Result
| Subjects | Updated | |
|---|---|---|
| 37 | 2016/12/08 |
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 (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.
Collections Used In This Analysis Result
| Title | Data Type | Format | Access Points | Subjects | License | |||
|---|---|---|---|---|---|---|---|---|
| Corresponding Original Images from CT COLONOGRAPHY | CT | DICOM | Requires NBIA Data Retriever |
10 | 10 | 10 | 5,027 | CC BY 3.0 |
| Corresponding Original Images from LIDC-IDRI | CT | DICOM | Requires NBIA Data Retriever |
10 | 10 | 10 | 2,441 | CC BY 3.0 |
| Corresponding Original Images from TCGA-BRCA | MR | DICOM | Requires NBIA Data Retriever |
10 | 10 | 10 | 1,520 | CC BY 3.0 |
| Corresponding Original Images from TCGA-GBM | MR | DICOM | Requires NBIA Data Retriever |
7 | 10 | 10 | 264 | TCIA Restricted |
Citations & Data Usage Policy
Data Citation Required: Users must abide by the TCIA Data Usage Policy and Restrictions. Attribution must include the following citation, including the Digital Object Identifier:
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.xHsOkCdc |
Detailed Description
This Collection used subsets of existing TCIA data.
manifest (note: includes limited-access data): metadata.csv
Related Publications
Publications by the Dataset Authors
No publications by dataset authors were found.
Publication 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 |
Research Community Publications
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.