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 | 17 Views | 1 Citations | 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
The authors recommended the following as the best source of additional information about this dataset:
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 leveraged this dataset. If you have a manuscript you’d like to add please contact TCIA’s Helpdesk.