Child pages
  • SPIE-AAPM-NCI Lung Nodule Classification Challenge Dataset (SPIE-AAPM Lung CT Challenge)

Versions Compared

Key

  • This line was added.
  • This line was removed.
  • Formatting was changed.

Summary


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

For more information please refer to: LUNGx SPIE-AAPM-NCI Lung Nodule Classification Challenge, the related SPIE Guest Editorial, and corresponding scientific manuscript.


Localtab Group


Localtab
activetrue
titleData Access

Data Access

Data TypeDownload all or Query/FilterLicense 
Images (DICOM, 12.1GB)


Tcia button generator
urlhttps://wiki.cancerimagingarchive.net/download/attachments/19039197/TCIA_SPIE-AAPM_Lung_CT_Challenge_06-22-2015.tcia?version=1&modificationDate=1534786998224&api=v2



Tcia button generator
labelSearch
urlhttps://www.cancerimagingarchive.net/nbia-search/?CollectionCriteria=SPIE-AAPM%20Lung%20CT%20Challenge


 

(Download requires the the NBIA Data Retriever)

Tcia cc by 3

Nodule Locations/Diagnoses - Calibration Set (XLS)


Tcia button generator
urlhttps://wiki.cancerimagingarchive.net/download/attachments/19039084/CalibrationSet_NoduleData.xlsx?version=3&modificationDate=1418751611159&api=v2



Tcia cc by 3

Nodule Locations/Diagnoses - Test Set (XLS)


Tcia button generator
urlhttps://wiki.cancerimagingarchive.net/download/attachments/19039197/TestSet_NoduleData_PublicRelease_wTruth.xlsx?version=1&modificationDate=1474635989693&api=v2



Tcia cc by 3

Click the Versions tab for more info about data releases.

Nci_crdc additional resources


Localtab
titleDetailed Description

Detailed Description

Collection Statistics


Modalities

CT

Number of Patients

70

Number of Studies

70

Number of Series

70

Number of Images

22,489

Images Size (GB)12.1

For more information please refer to: LUNGx SPIE-AAPM-NCI Lung Nodule Classification Challenge, 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


Localtab
titleCitations & Data Usage Policy

Citations & Data Usage Policy 

Tcia limited license policy

Info
titleData Citation

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


Info
titlePublication Citation

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


Info
titlePublication Citation

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


Info
titleTCIA Citation

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 Data

TCIA maintains a list of publications which leverage our data. If you have a publication you'd like to add please contact the TCIA Helpdesk.


Localtab
titleVersions

Version 2 (Current): Updated 2016/09/23

Data TypeDownload all or Query/Filter
Images (DICOM, 12.1GB)


Tcia button generator
urlhttps://wiki.cancerimagingarchive.net/download/attachments/19039197/TCIA_SPIE-AAPM_Lung_CT_Challenge_06-22-2015.tcia?version=1&modificationDate=1534786998224&api=v2



Tcia button generator
labelSearch
urlhttps://www.cancerimagingarchive.net/nbia-search/?CollectionCriteria=SPIE-AAPM%20Lung%20CT%20Challenge



(Download requires the requires the NBIA Data Retriever.)

Nodule Locations/Diagnoses - Calibration Set (XLS)


Tcia button generator
urlhttps://wiki.cancerimagingarchive.net/download/attachments/19039084/CalibrationSet_NoduleData.xlsx?version=3&modificationDate=1418751611159&api=v2



Nodule Locations/Diagnoses - Test Set (XLS)


Tcia button generator
urlhttps://wiki.cancerimagingarchive.net/download/attachments/19039197/TestSet_NoduleData_PublicRelease_wTruth.xlsx?version=1&modificationDate=1474635989693&api=v2



Added diagnosis data to test set XLS.

Version 1: Updated 2014/11/21

Data TypeDownload all or Query/Filter
Images (DICOM, 12.1GB)


Tcia button generator
urlhttps://wiki.cancerimagingarchive.net/download/attachments/19039197/TCIA_SPIE-AAPM_Lung_CT_Challenge_06-22-2015.tcia?version=1&modificationDate=1534786998224&api=v2



Tcia button generator
labelSearch
urlhttps://public.cancerimagingarchive.net/ncia/login.jsf



(Download requires the requires the NBIA Data Retriever.)

Nodule Locations/Diagnoses - Calibration Set (XLS)


Tcia button generator
urlhttps://wiki.cancerimagingarchive.net/download/attachments/19039084/CalibrationSet_NoduleData.xlsx?version=3&modificationDate=1418751611159&api=v2



Nodule Locations - Test Set (XLS)


Tcia button generator
urlhttps://wiki.cancerimagingarchive.net/download/attachments/19039084/TestSet_NoduleData.xlsx?version=1&modificationDate=1421069207255&api=v2