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location | https://www.cancerimagingarchive.net/collection/spie-aapm-lung-ct-challenge/ |
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As part of the 2015 SPIE Medical Imaging Conference, SPIE – with the support of American Association of Physicists in Medicine (AAPM) and the National Cancer Institute (NCI) – will conduct a “Grand Challenge” on quantitative image analysis methods for the diagnostic classification of malignant and benign lung nodules. The LUNGx Challenge will provide a unique opportunity for participants to compare their algorithms to those of others from academia, industry, and government in a structured, direct way using the same data sets....
- Release date of calibration set cases with truth: November 21, 2014
- Release date of test set cases without truth: January 9, 2015
- Submission date for participants to submit test set classification results: February 6, 2015
- SPIE Medical Imaging meeting: February 21 to 26, 2015
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For more information please refer to: LUNGx SPIE-AAPM-NCI Lung Nodule Classification Challenge
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, the related SPIE Guest Editorial, and corresponding scientific manuscript.
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title | Data Access |
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| Data Access |
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Choosing the Download option will provide you with a file to launch the TCIA Download Manager to download the entire collection. If you want to browse or filter the data to select only specific scans/studies please use the Search By Collection option.
Data Type | Download all or Query/Filter | License |
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url | https://wiki.cancerimagingarchive.net/download/attachments/19039197/TCIA_SPIE-AAPM_Lung_CT_Challenge_06-22-2015.tcia?version=1&modificationDate=1534786998224&api=v2 |
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label | Search |
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url | https://www.cancerimagingarchive.net/nbia-search/?CollectionCriteria=SPIE-AAPM%20Lung%20CT%20Challenge |
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(Download requires the NBIA Data Retriever) | | Nodule Locations/Diagnoses - Calibration Set (XLS, ) |
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url | https://wiki.cancerimagingarchive.net/download/attachments/19039084/CalibrationSet_NoduleData.xlsx?version=3&modificationDate=1418751611159&api=v2 |
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| | Nodule Locations/Diagnoses - Test Set (XLS |
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url | https://wiki.cancerimagingarchive.net/download/attachments/19039197/TestSet_NoduleData_PublicRelease_wTruth.xlsx?version=1&modificationDate=1474635989693&api=v2 |
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Click the Versions tab for more info about data releases. Nci_crdc additional resources |
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title | Detailed Description |
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| Detailed Description |
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, the related SPIE Guest Editorial, and the follow up scientific manuscript.
Counts below reflect both the training set (10 subjects) and test set (60 subjects). The Patient IDs of the 10-subject training set begin CT-Training. The Patient IDs of the 60-subject test set begin LUNGx. Nodule locations and diagnoses |
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title | Citations & Data Usage Policy |
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| Citations & Data Usage Policy |
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This collection is freely available to browse, download, and use for commercial, scientific and educational purposes as outlined in the Creative Commons Attribution 3.0 Unported License. See TCIA's Data Usage Policies and Restrictions for additional details. Questions may be directed to help@cancerimagingarchive.net.
Please be sure to include the following citations in your work if you use this data set:
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| Armato III, Samuel G.; Hadjiiski, Lubomir; Tourassi, Georgia D.; Drukker, Karen; Giger, Maryellen L.; Li, Feng; Redmond, George; Farahani, Keyvan; Kirby, Justin S.; Clarke, Laurence P. (2015). SPIE-AAPM-NCI Lung Nodule Classification Challenge Dataset. The Cancer Imaging Archive. |
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title | Publication Citation |
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| Armato III SG, Hadjiiski LM, Tourassi GD, Drukker K, Giger ML, Li F, Redmond G, Farahani K, Kirby JS, Clarke LP. (2015). Guest Editorial: LUNGx Challenge for computerized lung nodule classification: reflections and lessons learned. Journal of Medical Imaging. SPIE-Intl Soc Optical Eng. DOI: 10.1117/1.jmi.2.2.020103 |
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title | Publication Citation |
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| Samuel G. Armato |
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, Karen Drukker, Feng Li, Lubomir Hadjiiski |
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, Roger M. Engelmann, Maryellen L. Giger |
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(2016) "LUNGx Challenge for computerized lung nodule classification |
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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. |
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(2013) The Cancer Imaging Archive (TCIA): Maintaining and Operating a Public Information Repository, Journal of Digital Imaging, Volume 26, Number 6, |
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data. If you have a publication you'd like to add please contact |
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| Version 2 (Current): Updated 2016/09/23Data Type | Download all or Query/Filter |
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Images (DICOM, 12.1GB) |
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url | https://wiki.cancerimagingarchive.net/download/attachments/19039197/TCIA_SPIE-AAPM_Lung_CT_Challenge_06-22-2015.tcia?version=1 |
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label | Search |
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url | https://www.cancerimagingarchive.net/nbia-search/?CollectionCriteria=SPIE-AAPM%20Lung%20CT%20Challenge |
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(Download requires the NBIA Data Retriever) | Nodule Locations/Diagnoses - Calibration Set (XLS) |
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url | https://wiki.cancerimagingarchive.net/download/attachments/19039084/CalibrationSet_NoduleData.xlsx?version=3&modificationDate=1418751611159&api=v2 |
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| Nodule Locations/Diagnoses - Test Set (XLS) |
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url | https://wiki.cancerimagingarchive.net/download/attachments/19039197/TestSet_NoduleData_PublicRelease_wTruth.xlsx?version=1&modificationDate=1474635989693&api=v2 |
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Added diagnosis data to test set XLS. Version 1: Updated 2014/11/21Data Type | Download all or Query/Filter |
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url | https://wiki.cancerimagingarchive.net/download/attachments/19039197/TCIA_SPIE-AAPM_Lung_CT_Challenge_06-22-2015.tcia?version=1&modificationDate=1534786998224&api=v2 |
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(Download requires the NBIA Data Retriever) | Nodule Locations/Diagnoses - Calibration Set (XLS) |
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url | https://wiki.cancerimagingarchive.net/download/attachments/19039084/CalibrationSet_NoduleData.xlsx?version=3&modificationDate=1418751611159&api=v2 |
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| Nodule Locations - Test Set (XLS) |
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url | https://wiki.cancerimagingarchive.net/download/attachments/19039084/TestSet_NoduleData.xlsx?version=1&modificationDate=1421069207255&api=v2 |
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