Localtab |
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active | true |
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title | Data Access |
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| Data AccessData Type | Download all or Query/Filter | License |
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Images (DICOM, 22.9 GB) |
Tcia button generator |
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url | https://wiki.cancerimagingarchive.net/download/attachments/70230508/The%20Chinese%20Mammography%20Database.tcia |
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Tcia button generator |
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label | Search |
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url | https://nbia.cancerimagingarchive.net/nbia-search/?CollectionCriteria=CMMD |
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(Download requires the NBIA Data Retriever) | | Clinical data (XLSX) |
Tcia button generator |
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url | https://wiki.cancerimagingarchive.net/download/attachments/70230508/CMMD_clinicaldata_revision.xlsx?api=v2 |
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Click the Versions tab for more info about data releases. Please contact help@cancerimagingarchive.net with any questions regarding usage. Nci_crdc additional resources |
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title | Detailed Description |
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| Detailed DescriptionImage Statistics |
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Modalities | MG | Number of Patients | 1775 | Number of Studies | 1775 | Number of Series | 1775 | Number of Images | 5202 | Images Size (GB) | 22.9 GB |
- Mammography images were collected in .TIFF format and converted to DICOM.
- Clinical data are saved in .XLSX format. Note that for those rows where there exists BOTH a value for ID1 and ID2, TCIA image database stores ONLY the ID2 value as PatientID.
- For the D2-XXXX dataset, it is a dataset that only involves malignant tumors. Therefore, only one side of the clinical data is reasonable, such a situation shows that the other side is benign. We provided mammograms from both the left and right breast.
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Localtab |
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title | Citations & Data Usage Policy |
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| Citations & Data Usage Policy Tcia limited license policy |
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Info |
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| Cui, Chunyan; Li Li; Cai, Hongmin; Fan, Zhihao; Zhang, Ling; Dan, Tingting; Li, Jiao; Wang, Jinghua. (2021) The Chinese Mammography Database (CMMD): An online mammography database with biopsy confirmed types for machine diagnosis of breast. The Cancer Imaging Archive. DOI: https://doi.org/10.7937/tcia.eqde-4b16 |
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title | Publication Citation |
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| - Cai, H., Huang, Q., Rong, W., Song, Y., Li, J., Wang, J., Chen, J., & Li, L. (2019). Breast Microcalcification Diagnosis Using Deep Convolutional Neural Network from Digital Mammograms. Computational and Mathematical Methods in Medicine, 2019, 1–10. https://doi.org/10.1155/2019/2717454
- Wang, J., Yang, X., Cai, H., Tan, W., Jin, C., & Li, L. (2016). Discrimination of Breast Cancer with Microcalcifications on Mammography by Deep Learning. Scientific Reports, 6(1). https://doi.org/10.1038/srep27327
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Info |
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| 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. Journal of Digital Imaging, 26(6), 1045–1057. https://doi.org/10.1007/s10278-013-9622-7 |
Other Publications Using This DataTCIA maintains a list of publications which leverage TCIA data. If you have a manuscript you'd like to add please contact the TCIA Helpdesk. |
Localtab |
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| Version 1 (Current): Updated 2021/04/06Data Type | Download all or Query/Filter |
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Images (DICOM, 22.9 GB) |
Tcia button generator |
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url | https://wiki.cancerimagingarchive.net/download/attachments/70230508/The%20Chinese%20Mammography%20Database.tcia |
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Tcia button generator |
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label | Search |
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url | https://nbia.cancerimagingarchive.net/nbia-search/?CollectionCriteria=CMMD |
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(Download requires the NBIA Data Retriever) | Clinical data (XLSX) |
Tcia button generator |
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url | https://wiki.cancerimagingarchive.net/download/attachments/70230508/CMMD_clinicaldata_revision.xlsx?api=v2 |
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