Summary
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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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active | true |
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title | Data Access |
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Imaging Data
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You can view and download these images on The Cancer Imaging Archive by clickingImage Removed and selecting the SPIE-AAPM Lung CT Challenge collection. |
Data Type | Download all or Query/Filter | License |
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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&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, 55 kB) |
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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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Counts below reflect both the training set (10 subjects) and test set (60 subjects). |
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The Patient IDs of the 10-subject training set |
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The Patient IDs of the 60-subject test set begin |
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Collection Statistics | (updated 11/21/2014) |
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Modalities | CT |
Number of Patients | 70 |
Number of Studies | 70 |
Number of Series | 70 |
Number of Images | 22,489 |
Images Size (GB) | 12.1 |
If you are unsure how to download this Collection please view our quick guide on Searching by Collection or refer to our The Cancer Imaging Archive User's Guide for more detailed instructions on using the site.
Shared Lists
LUNGx. Nodule locations and diagnoses |
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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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| 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. https://doi.org/10.7937/K9/TCIA.2015.UZLSU3FL |
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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, Karen Drukker, Feng Li, Lubomir Hadjiiski, Georgia D. Tourassi, Roger M. Engelmann, Maryellen L. Giger, George Redmond, Keyvan Farahani, Justin S. Kirby, Laurence P. Clarke. (2016) "LUNGx Challenge for computerized lung nodule classification," J. Med. Imag. 3(4), 044506. DOI: 10.1117/1.JMI.3.4.044506 |
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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, pp 1045-1057. DOI: 10.1007/s10278-013-9622-7 |
Other Publications Using This DataTCIA maintains a list of publications which leverage our data. If you have a publication you'd like to add please contact TCIA's Helpdesk. |
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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&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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Added diagnosis data to test set XLS. Version 1: Updated 2014/11/21Data 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&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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