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title | Data Access |
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| Data AccessClick the Download button to save a ".tcia" manifest file to your computer, which you must open with the NBIA Data Retriever. Click the Search button to open our Data Portal, where you can browse the data collection and/or download a subset of its contents. Data Type | Download all or Query/Filter |
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Images XXX Image RemovedImage Removed | Click the Versions tab for more info about data releases. Please contact help@cancerimagingarchive.net with any questions regarding usage. CT only |
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url | https://wiki.cancerimagingarchive.net/download/attachments/70222123/LIDC-IDRI-10%20Subjects-DICOM%20CT%20Image%20Data%20TCIA%20manifest.tcia?api=v2 |
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label | Search |
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url | https://nbia.cancerimagingarchive.net/nbia-search/?ImageModalityCriteria=CT&MinNumberOfStudiesCriteria=1&PatientCriteria=LIDC-IDRI-0314,LIDC-IDRI-0325,LIDC-IDRI-0580,LIDC-IDRI-0766,LIDC-IDRI-0771,LIDC-IDRI-0811,LIDC-IDRI-0905,LIDC-IDRI-0963,LIDC-IDRI-0965,LIDC-IDRI-1012&CollectionCriteria=LIDC-IDRI |
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(Requires NBIA Data Retriever.) | Segmentation Data - (DICOM, 94 MB) |
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url | https://wiki.cancerimagingarchive.net/download/attachments/70222123/LIDC-IDRI-10%20Subjects-DICOM%20SEG%20Image%20Data%20TCIA%20Manifest.tcia?api=v2 |
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label | Search |
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url | https://nbia.cancerimagingarchive.net/nbia-search/?saved-cart=nbia-39001586554584246 |
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(Requires NBIA Data Retriever.) | Segmentation Data - (NIfTI, zip, 21.0 KB) |
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url | https://wiki.cancerimagingarchive.net/download/attachments/70222123/LIDC-IDRI-10%20Subjects-NIfTI-Patient_Image_Data_NIFTI_Segs.zip?api=v2 |
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title | Detailed Description |
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| Detailed DescriptionImage Statistics | Modalities | Number of Patients | Number of Studies | Number of Series | Number of Images | Images Size (GB) | Localtab |
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title | Citations & Data Usage Policy |
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| Citations & Data Usage PolicyAdd any special restrictions in here. 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: Tcia limited license policy |
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| McNitt-Gray, M.*, Napel, S.*, Jaggi, A., Mattonen, S.A., Hadjiiski, L., Muzi, M., Goldgof, D., Balagurunathan, Y., Pierce, L.A., Kinahan, P.E., Jones, E.F., Nguyen, A., Virkud, A., Chan, H-P., Emaminejad, N., Wahi-Anwar, M., Daly, M., Abdalah, M., Yang, H., Lu, L., Lv, W., Rahmim, A., Gastounioti, A., Pati, S., Bakas, S., Kontos, D., Zhao, B., Kalpathy-Cramer, J., Farahani, K. (2020). Data from the Standardization in Quantitative Imaging: A Multi-center Comparison of Radiomic Features from Different Software Packages on Digital Reference Objects and Patient Datasets. Tomography, Feb, 2020.*Authors contributed equallyFeature Values [Data set]. The Cancer Imaging Archive. DOI: https://doi.org/10.7937/tcia.2020.9era-gg29. |
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title | Publication Citation |
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| Kalpathy-Cramer, J., Zhao, BMcNitt-Gray, M., Napel, S., Jaggi, A., Mattonen, S.A., Hadjiiski, L., Muzi, M., Goldgof, D., GuBalagurunathan, Y., Wang, X, Pierce, L.A., Kinahan, P.E., Jones, E.F., Nguyen, A., Virkud, A., Chan, H-P., Emaminejad, N., Wahi-Anwar, M., Daly, M., Abdalah, M., Yang, H., … Napel, S. (2016). A Comparison of Lung Nodule Segmentation Algorithms: Methods and Results from a Multi-institutional Study. Journal of Digital Imaging. Springer Nature. httpLu, L., Lv, W., Rahmim, A., Gastounioti, A., Pati, S., Bakas, S., Kontos, D., Zhao, B., Kalpathy-Cramer, J., Farahani, K. (2020). Standardization in Quantitative Imaging: A Multi-center Comparison of Radiomic Feature Values, Tomography. https://doi.org/10.1007/s10278-016-9859-z18383/j.tom.2019.00031. |
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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, Volume 26, Number (6, December, 2013, pp 1045-1057. DOI: ), 1045–1057. https://doi.org/10.1007/s10278-013-9622-7 |
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title | Acknowledgement - Grant Citationssupport |
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| - David Geffen School of Medicine at UCLA - U01CA181156
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title | Acknowledgement - Grant support |
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| - Stanford University School of Medicine – U01CA187947 and U24CA180927
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title | Acknowledgement - Grant support |
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| - University of Michigan - U01CA232931
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title | Acknowledgement - Grant support |
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| - University of Washington – R50CA211270, U01CA148131
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title | Acknowledgement - Grant support |
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| - University of South Florida - U24CA180927, U01CA200464
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title | Acknowledgement - Grant support |
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| - Moffitt Cancer Center – U01CA143062, U01CA200464, P30CA076292
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title | Acknowledgement - Grant support |
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| - UC San Francisco - U01CA225427
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title | Acknowledgement - Grant support |
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| - BC Cancer Research Centre - NSERC Discovery Grant: RGPIN-2019-06467
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title | Acknowledgement - Grant support |
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| - Columbia University- U01CA225431
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title | Acknowledgement - Grant support |
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| - Center for Biomedical Image Computing and Analytics at the University of Pennsylvania - U24CA189523, R01NS042645
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title | Acknowledgement - Grant support |
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| - Massachusetts General Hospital- U01CA154601, U24CA180927
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In addition to the dataset citation above, please be sure to cite the following if you utilize these data in your research: Info |
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| Jayashree Kalpathy-Cramer, Sandy Napel, Dmitry Goldgof, Binsheng ZhaoJ., Napel, S., Goldgof, D., Zhao, B. (2015). Multi-site collection of Lung CT data with Nodule Segmentations. The Cancer Imaging Archive. http https://doi.org/10.7937/K9/TCIA.2015.1BUVFJR7 |
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's Helpdesk. |
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| Version 1 (Current): Updated 2020/0306/XX09Data Type | Download all or Query/Filter |
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Images xxx GB)Image RemovedImage Removed (Requires 0 GB) | Tcia button generator |
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url | https://wiki.cancerimagingarchive.net/download/attachments/70222123/Radiomic-Feature-Standards-DICOM%20CTs%203%20Subjects%20DRO%20Toolkit%2010%20Subjects%20QIN.tcia?api=v2 |
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label | Search |
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url | https://nbia.cancerimagingarchive.net/nbia-search/?ImageModalityCriteria=CT&MinNumberOfStudiesCriteria=1&PatientCriteria=Phantom-100.0-1.0-1.0-1.0-9.0-0.0-100.0-10.0-0.0-0.0,Phantom-100.0-1.0-1.0-1.0-9.0-0.0-100.0-10.0-50.0-0.0,Phantom-100.0-1.0-1.0-1.0-9.0-0.2-100.0-10.0-0.0-0.0,LIDC-IDRI-0314,LIDC-IDRI-0325,LIDC-IDRI-0580,LIDC-IDRI-0766,LIDC-IDRI-0771,LIDC-IDRI-0811,LIDC-IDRI-0905,LIDC-IDRI-0963,LIDC-IDRI-0965,LIDC-IDRI-1012 |
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(Requires NBIA Data Retriever.) | Corresponding second-generation SEG images from QIN-LungCT-Seg (DICOM, 123 MB) | Tcia button generator |
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url | https://wiki.cancerimagingarchive.net/download/attachments/70222123/Radiomic-Feature-Standards-DICOM%20Segs%203%20Subjects%20DRO%20Toolkit%2010%20Subjects%20QIN.tcia?api=v2 |
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label | Search |
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url | https://nbia.cancerimagingarchive.net/nbia-search/?ImageModalityCriteria=SEG&MinNumberOfStudiesCriteria=1&PatientCriteria=Phantom-100.0-1.0-1.0-1.0-9.0-0.0-100.0-10.0-0.0-0.0,Phantom-100.0-1.0-1.0-1.0-9.0-0.0-100.0-10.0-50.0-0.0,Phantom-100.0-1.0-1.0-1.0-9.0-0.2-100.0-10.0-0.0-0.0,LIDC-IDRI-0314,LIDC-IDRI-0325,LIDC-IDRI-0580,LIDC-IDRI-0766,LIDC-IDRI-0771,LIDC-IDRI-0811,LIDC-IDRI-0905,LIDC-IDRI-0963,LIDC-IDRI-0965,LIDC-IDRI-1012 |
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(Requires | Segmentations , XX.X GB), zip, 4 MB) |
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url | https://wiki.cancerimagingarchive.net/download/attachments/70222123/DRO%20Toolkit-3%20Subjects%20SEG%20and%20QIN%20multi-site%2010%20Subjects%20SEG%20NIfTI.zip?api=v2 |
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| Feature Variability Software Package details (xlsx) |
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url | https://wiki.cancerimagingarchive.net/download/attachments/70222123/Table%201%20-%20Feature%20Variability%20Software%20Details_v2.xlsx?api=v2 |
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| DRO Results (xlsx) |
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url | https://wiki.cancerimagingarchive.net/download/attachments/70222123/DRO%20Results%20Table%202%20QIN%20PET%20CT%20WG%20DRO%20Feature%20Values_Table2_supporting_data.xlsx?api=v2 |
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| Patient Dataset Results (xlsx) |
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url | https://wiki.cancerimagingarchive.net/download/attachments/70222123/Patient%20Dataset%20Results%20QIN%20PET%20CT%20WG%20Patient%20Dataset%20Feature%20Values_Table3_supporting_data.xlsx?api=v2 |
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| Harmonized GLCM Entropy Results (xlsx) |
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url | https://wiki.cancerimagingarchive.net/download/attachments/70222123/Harmonized%20GLCM%20Entropy%20Results%20QIN%20PET%20CT%20WG%20Patient%20Dataset%20Feature%20Values_Table4_supporting_data.xlsx?api=v2 |
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