{"id":5690,"date":"2023-09-04T03:18:30","date_gmt":"2023-09-04T03:18:30","guid":{"rendered":"https:\/\/cm.vastapps.dev\/tcia-collection\/spie-aapm-lung-ct-challenge\/"},"modified":"2023-09-13T12:03:16","modified_gmt":"2023-09-13T12:03:16","slug":"spie-aapm-lung-ct-challenge","status":"publish","type":"tcia_collection","link":"https:\/\/cm.vastapps.dev\/tcia-collection\/spie-aapm-lung-ct-challenge\/","title":{"rendered":"SPIE-AAPM-LUNG-CT-CHALLENGE"},"featured_media":8214,"template":"","citation-tax":[],"cancer_types":["Lung Cancer"],"citations":[4637,4638,4639,2925],"collection_doi":"10.7937\/K9\/TCIA.2015.UZLSU3FL","collection_download_info":"Click the Versions tab for more info about data releases.","collection_downloads":[5267,5268,5269],"full_export":"<div class=\"contentLayout2\">\n<div class=\"columnLayout two-right-sidebar\" data-layout=\"two-right-sidebar\">\n<div class=\"cell normal\" data-type=\"normal\">\n<div class=\"innerCell\">\n<h2 id=\"SPIEAAPMNCILungNoduleClassificationChallengeDataset(SPIEAAPMLungCTChallenge)-Summary\">Summary<\/h2><\/div>\n<\/div>\n<div class=\"cell aside\" data-type=\"aside\">\n<div class=\"innerCell\">\n<p><br\/><\/p><\/div>\n<\/div>\n<\/div>\n<div class=\"columnLayout two-right-sidebar\" data-layout=\"two-right-sidebar\">\n<div class=\"cell normal\" data-type=\"normal\">\n<div class=\"innerCell\">\n<p class=\"auto-cursor-target\">As part of the 2015 SPIE Medical Imaging Conference, SPIE \u2013 with the support of American Association of Physicists in Medicine (AAPM) and the National Cancer Institute (NCI) \u2013 will conduct a \u201cGrand Challenge\u201d 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.<\/p><\/div>\n<\/div>\n<div class=\"cell aside\" data-type=\"aside\">\n<div class=\"innerCell\">\n<p><br\/><\/p><\/div>\n<\/div>\n<\/div>\n<div class=\"columnLayout two-right-sidebar\" data-layout=\"two-right-sidebar\">\n<div class=\"cell normal\" data-type=\"normal\">\n<div class=\"innerCell\">\n<ul><li>Release date of calibration set cases with truth:<strong> \u00a0November 21, 2014 <\/strong><\/li><li>Release date of test set cases without truth:<strong> \u00a0January 9, 2015 <\/strong><\/li><li>Submission date for participants to submit test set classification results:<strong> \u00a0February 6, 2015 <\/strong><\/li><li>SPIE Medical Imaging meeting: \u00a0<strong>February 21 to 26, 2015<\/strong><\/li><\/ul><p><strong><u><strong><strong>For more information please refer to:\u00a0<a href=\"https:\/\/wiki.cancerimagingarchive.net\/pages\/viewpage.action?pageId=19039084\">LUNGx SPIE-AAPM-NCI Lung Nodule Classification Challenge<\/a>, the\u00a0<a href=\"http:\/\/medicalimaging.spiedigitallibrary.org\/article.aspx?articleid=2375472\" class=\"external-link\" rel=\"nofollow\">related SPIE Guest Editorial<\/a>, and corresponding <a href=\"http:\/\/dx.doi.org\/10.1117\/1.JMI.3.4.044506\" class=\"external-link\" rel=\"nofollow\">scientific manuscript<\/a>.<\/strong><\/strong><\/u><\/strong><\/p><\/div>\n<\/div>\n<div class=\"cell aside\" data-type=\"aside\">\n<div class=\"innerCell\">\n<p><span class=\"confluence-embedded-file-wrapper\"><img class=\"confluence-embedded-image\" draggable=\"false\" src=\"https:\/\/wiki.cancerimagingarchive.net\/download\/attachments\/embedded-page\/Public\/SPIE-AAPM-NCI%20Lung%20Nodule%20Classification%20Challenge%20Dataset%20(SPIE-AAPM%20Lung%20CT%20Challenge)\/image2014-11-21%2010:34:31.png?api=v2\"><\/span><\/p><\/div>\n<\/div>\n<\/div>\n<div class=\"columnLayout two-right-sidebar\" data-layout=\"two-right-sidebar\">\n<div class=\"cell normal\" data-type=\"normal\">\n<div class=\"innerCell\">\n<div class=\"tab-style-builtin\"><div class=\"localtabs-macro\"><div class=\"aui-tabs horizontal-tabs\" role=\"application\" data-aui-responsive=\"true\"><ul class=\"tabs-menu\"><li class=\"menu-item bv-localtab  active-tab \"><a href=\"#19039197e58263f2c7fa4f54be1e262400e95805\"><strong>Data Access<\/strong><\/a> <\/li><li class=\"menu-item bv-localtab \"><a href=\"#19039197a0fc3bc3b0214a30987f59f315f8be69\"><strong>Detailed Description<\/strong><\/a> <\/li><li class=\"menu-item bv-localtab \"><a href=\"#190391973ca2fb38692545ddaa57236aeac57d6f\"><strong>Citations &amp; Data Usage Policy<\/strong><\/a> <\/li><li class=\"menu-item bv-localtab \"><a href=\"#19039197fa738fcdf0584583a6114e7527b3b1b5\"><strong>Versions<\/strong><\/a> <\/li><\/ul><div class=\"tabs-pane  active-pane \" id=\"19039197e58263f2c7fa4f54be1e262400e95805\" active=\"true\" name=\"Data Access\" ><h3 id=\"SPIEAAPMNCILungNoduleClassificationChallengeDataset(SPIEAAPMLungCTChallenge)-DataAccess\">Data Access<\/h3><div class=\"table-wrap\"><table class=\"wrapped relative-table confluenceTable\" style=\"width: 84.098%;\"><colgroup><col style=\"width: 30.5826%;\"\/><col style=\"width: 38.1819%;\"\/><col style=\"width: 31.2262%;\"\/><\/colgroup><tbody><tr><th class=\"confluenceTh\">Data Type<\/th><th class=\"confluenceTh\">Download all or Query\/Filter<\/th><th class=\"confluenceTh\">License\u00a0<\/th><\/tr><tr><td class=\"confluenceTd\">Images (DICOM, 12.1GB)<\/td><td class=\"confluenceTd\"><div class=\"content-wrapper\"><p>\n\n<span class=\"confluence-embedded-file-wrapper confluence-embedded-manual-size\">\n   <a href=\"https:\/\/wiki.cancerimagingarchive.net\/download\/attachments\/19039197\/TCIA_SPIE-AAPM_Lung_CT_Challenge_06-22-2015.tcia?version=1&amp;modificationDate=1534786998224&amp;api=v2\" rel=\"nofollow\"><button class=\"tcia-btn tcia-download-color\"><i class=\"fa fa-cloud-download\" \/> Download<\/button><\/a>\u00a0\n<\/span>\n\n<span class=\"confluence-embedded-file-wrapper confluence-embedded-manual-size\">\n   <a href=\"https:\/\/www.cancerimagingarchive.net\/nbia-search\/?CollectionCriteria=SPIE-AAPM%20Lung%20CT%20Challenge\" class=\"external-link\" rel=\"nofollow\"><button class=\"tcia-btn tcia-search-color\"><i class=\"fa fa-search\" \/> Search<\/button><\/a>\u00a0\n<\/span><span class=\"confluence-link\">\u00a0<\/span><\/p><p><span style=\"color: rgb(33,37,41);\">(<\/span><span style=\"color: rgb(33,37,41);\">Download requires the<span>\u00a0<\/span><\/span><a style=\"text-decoration: none;text-align: left;\" href=\"https:\/\/wiki.cancerimagingarchive.net\/display\/NBIA\/NBIA+Data+Retriever+Help\" rel=\"nofollow\">NBIA Data Retriever<\/a><span style=\"color: rgb(33,37,41);\">)<\/span><\/p><\/div><\/td><td class=\"confluenceTd\"><div class=\"content-wrapper\"><p>\n<a href=\"https:\/\/creativecommons.org\/licenses\/by\/3.0\/\" class=\"external-link\" rel=\"nofollow\">CC BY 3.0<\/a><\/p><\/div><\/td><\/tr><tr><td class=\"confluenceTd\">Nodule Locations\/Diagnoses - Calibration Set (XLS)<\/td><td class=\"confluenceTd\"><div class=\"content-wrapper\"><p>\n\n<span class=\"confluence-embedded-file-wrapper confluence-embedded-manual-size\">\n   <a href=\"https:\/\/wiki.cancerimagingarchive.net\/download\/attachments\/19039084\/CalibrationSet_NoduleData.xlsx?version=3&amp;modificationDate=1418751611159&amp;api=v2\" rel=\"nofollow\"><button class=\"tcia-btn tcia-download-color\"><i class=\"fa fa-cloud-download\" \/> Download<\/button><\/a>\u00a0\n<\/span><\/p><\/div><\/td><td class=\"confluenceTd\"><div class=\"content-wrapper\"><p>\n<a href=\"https:\/\/creativecommons.org\/licenses\/by\/3.0\/\" class=\"external-link\" rel=\"nofollow\">CC BY 3.0<\/a><\/p><\/div><\/td><\/tr><tr><td class=\"confluenceTd\"><span>Nodule Locations\/Diagnoses - Test Set (XLS)<\/span><\/td><td class=\"confluenceTd\"><div class=\"content-wrapper\"><p>\n\n<span class=\"confluence-embedded-file-wrapper confluence-embedded-manual-size\">\n   <a href=\"https:\/\/wiki.cancerimagingarchive.net\/download\/attachments\/19039197\/TestSet_NoduleData_PublicRelease_wTruth.xlsx?version=1&amp;modificationDate=1474635989693&amp;api=v2\" rel=\"nofollow\"><button class=\"tcia-btn tcia-download-color\"><i class=\"fa fa-cloud-download\" \/> Download<\/button><\/a>\u00a0\n<\/span><\/p><\/div><\/td><td class=\"confluenceTd\"><div class=\"content-wrapper\"><p>\n<a href=\"https:\/\/creativecommons.org\/licenses\/by\/3.0\/\" class=\"external-link\" rel=\"nofollow\">CC BY 3.0<\/a><\/p><\/div><\/td><\/tr><\/tbody><\/table><\/div><p>Click the Versions tab for more info about data releases.<\/p><p>\n<h3 id=\"SPIEAAPMNCILungNoduleClassificationChallengeDataset(SPIEAAPMLungCTChallenge)-AdditionalResourcesforthisDataset\">Additional Resources for this Dataset<\/h3>\n<p>The NCI Cancer Research Data Commons (CRDC) provides access to additional data and a cloud-based data science infrastructure that connects data sets with analytics tools to allow users to share, integrate, analyze, and visualize cancer research data.<\/p><\/p><ul><li class=\"auto-cursor-target\"><a href=\"https:\/\/portal.imaging.datacommons.cancer.gov\/explore\/filters\/?collection_id=spie_aapm_lung_ct_challenge\" class=\"external-link\" rel=\"nofollow\">Imaging Data Commons (IDC)<\/a> (Imaging Data)<\/li><\/ul><\/div><div class=\"tabs-pane \" id=\"19039197a0fc3bc3b0214a30987f59f315f8be69\" name=\"Detailed Description\" ><h3 id=\"SPIEAAPMNCILungNoduleClassificationChallengeDataset(SPIEAAPMLungCTChallenge)-DetailedDescription\">Detailed Description<\/h3><div class=\"table-wrap\"><table class=\"wrapped confluenceTable\"><tbody><tr><th class=\"confluenceTh\"><div class=\"tablesorter-header-inner\"><p>Collection Statistics<\/p><\/div><\/th><th class=\"confluenceTh\"><div class=\"tablesorter-header-inner\"><p><br\/><\/p><\/div><\/th><\/tr><tr><td class=\"confluenceTd\"><p>Modalities<\/p><\/td><td class=\"confluenceTd\"><p>CT<\/p><\/td><\/tr><tr><td class=\"confluenceTd\"><p>Number of Patients<\/p><\/td><td class=\"confluenceTd\"><p>70<\/p><\/td><\/tr><tr><td class=\"confluenceTd\"><p>Number of Studies<\/p><\/td><td class=\"confluenceTd\"><p>70<\/p><\/td><\/tr><tr><td class=\"confluenceTd\"><p>Number of Series<\/p><\/td><td class=\"confluenceTd\"><p>70<\/p><\/td><\/tr><tr><td class=\"confluenceTd\"><p>Number of Images<\/p><\/td><td class=\"confluenceTd\"><p>22,489<\/p><\/td><\/tr><tr><td colspan=\"1\" class=\"confluenceTd\">Images Size (GB)<\/td><td colspan=\"1\" class=\"confluenceTd\">12.1<\/td><\/tr><\/tbody><\/table><\/div><p><u><strong><strong>For more information please refer to:\u00a0<a href=\"https:\/\/wiki.cancerimagingarchive.net\/pages\/viewpage.action?pageId=19039084\">LUNGx SPIE-AAPM-NCI Lung Nodule Classification Challenge<\/a>, the\u00a0<a href=\"http:\/\/medicalimaging.spiedigitallibrary.org\/article.aspx?articleid=2375472\" class=\"external-link\" rel=\"nofollow\">related SPIE Guest Editorial<\/a>, and the follow up <a href=\"http:\/\/dx.doi.org\/10.1117\/1.JMI.3.4.044506\" class=\"external-link\" rel=\"nofollow\">scientific manuscript<\/a>.<\/strong><br\/><\/strong><\/u><\/p><p>Counts below reflect both the training set (10 subjects) and test set (60 subjects). The Patient IDs of the 10-subject training set begin\u00a0<strong style=\"line-height: 1.42857;\">CT-Training<\/strong>. The Patient IDs of the 60-subject test set begin<strong style=\"line-height: 1.42857;\">\u00a0LUNGx<\/strong>.<\/p><h3 id=\"SPIEAAPMNCILungNoduleClassificationChallengeDataset(SPIEAAPMLungCTChallenge)-Nodulelocationsanddiagnoses\">Nodule locations and diagnoses<\/h3><ul><li><a href=\"https:\/\/wiki.cancerimagingarchive.net\/download\/attachments\/19039084\/CalibrationSet_NoduleData.xlsx?version=3&amp;modificationDate=1418751611159&amp;api=v2\" rel=\"nofollow\">CalibrationSet_NoduleData.xlsx<\/a>\u00a0- Nodule locations and diagnoses<\/li><li><a href=\"https:\/\/wiki.cancerimagingarchive.net\/download\/attachments\/19039084\/TestSet_NoduleData.xlsx?version=1&amp;modificationDate=1421069207255&amp;api=v2\" rel=\"nofollow\">TestSet_NoduleData.xlsx<\/a>\u00a0- Nodule locations; diagnoses to be added after manuscript publication<\/li><\/ul><\/div><div class=\"tabs-pane \" id=\"190391973ca2fb38692545ddaa57236aeac57d6f\" name=\"Citations BITVOODOO_ANDamp; Data Usage Policy\" ><h3 id=\"SPIEAAPMNCILungNoduleClassificationChallengeDataset(SPIEAAPMLungCTChallenge)-Citations&amp;DataUsagePolicy\">Citations &amp; Data Usage Policy\u00a0<\/h3><p>\n<p>\nUsers must abide by the <a href=\"https:\/\/wiki.cancerimagingarchive.net\/x\/c4hF\" class=\"external-link\" rel=\"nofollow\">TCIA Data Usage Policy and Restrictions<\/a>. Attribution should include references to the following citations:\n<\/p><\/p><div class=\"confluence-information-macro confluence-information-macro-information\"><p class=\"title\">Data Citation<\/p><span class=\"aui-icon aui-icon-small aui-iconfont-info confluence-information-macro-icon\"><\/span><div class=\"confluence-information-macro-body\"><p>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). <strong>SPIE-AAPM-NCI Lung Nodule Classification Challenge Dataset<\/strong>. The Cancer Imaging Archive. <a href=\"https:\/\/doi.org\/10.7937\/K9\/TCIA.2015.UZLSU3FL\" class=\"external-link\" rel=\"nofollow\">https:\/\/doi.org\/10.7937\/K9\/TCIA.2015.UZLSU3FL<\/a><\/p><\/div><\/div><div class=\"confluence-information-macro confluence-information-macro-information\"><p class=\"title\">Publication Citation<\/p><span class=\"aui-icon aui-icon-small aui-iconfont-info confluence-information-macro-icon\"><\/span><div class=\"confluence-information-macro-body\"><p><span><span style=\"color: rgb(102,102,102);\"><span style=\"color: rgb(0,0,0);\">Armato III SG, Hadjiiski LM, Tourassi GD, Drukker K, Giger ML, Li F, Redmond G, Farahani K, Kirby JS, Clarke LP.\u00a0 (2015). <strong>Guest Editorial: LUNGx Challenge for computerized lung nodule classification: reflections and lessons learned<\/strong>. Journal of Medical Imaging. SPIE-Intl Soc Optical Eng. DOI:\u00a0<\/span> <a href=\"https:\/\/doi.org\/10.1117\/1.jmi.2.2.020103\" class=\"external-link\" rel=\"nofollow\">10.1117\/1.jmi.2.2.020103<\/a><\/span> <\/span><\/p><\/div><\/div><div class=\"confluence-information-macro confluence-information-macro-information\"><p class=\"title\">Publication Citation<\/p><span class=\"aui-icon aui-icon-small aui-iconfont-info confluence-information-macro-icon\"><\/span><div class=\"confluence-information-macro-body\"><p>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)\u00a0 &quot;<strong>LUNGx Challenge for computerized lung nodule classification<\/strong>,&quot; <em>J. Med. Imag.<\/em> <strong>3<\/strong>(4), 044506. DOI: \u00a0<a href=\"https:\/\/doi.org\/10.1117\/1.JMI.3.4.044506\" class=\"external-link\" rel=\"nofollow\">10.1117\/1.JMI.3.4.044506<\/a><\/p><\/div><\/div><div class=\"confluence-information-macro confluence-information-macro-information\"><p class=\"title\">TCIA Citation<\/p><span class=\"aui-icon aui-icon-small aui-iconfont-info confluence-information-macro-icon\"><\/span><div class=\"confluence-information-macro-body\"><p>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) <strong>The Cancer Imaging Archive (TCIA): Maintaining and Operating a Public Information Repository<\/strong>, Journal of Digital Imaging, Volume 26, Number 6,\u00a0 pp 1045-1057. DOI: <a href=\"https:\/\/doi.org\/10.1007\/s10278-013-9622-7\" class=\"external-link\" rel=\"nofollow\">10.1007\/s10278-013-9622-7<\/a><\/p><\/div><\/div><h3 id=\"SPIEAAPMNCILungNoduleClassificationChallengeDataset(SPIEAAPMLungCTChallenge)-OtherPublicationsUsingThisData\">Other Publications Using This Data<\/h3><p><span>TCIA maintains<a href=\"https:\/\/www.cancerimagingarchive.net\/publications\/\" class=\"external-link\" rel=\"nofollow\"> a list of publications<\/a> which leverage our data. <\/span>If you have a publication you'd like to add please<a href=\"http:\/\/www.cancerimagingarchive.net\/support\/\" class=\"external-link\" rel=\"nofollow\"> contact the TCIA Helpdesk<\/a>.<\/p><\/div><div class=\"tabs-pane \" id=\"19039197fa738fcdf0584583a6114e7527b3b1b5\" name=\"Versions\" ><h3 id=\"SPIEAAPMNCILungNoduleClassificationChallengeDataset(SPIEAAPMLungCTChallenge)-Version2(Current):Updated2016\/09\/23\">Version 2 (Current): Updated 2016\/09\/23<\/h3><div class=\"table-wrap\"><table class=\"wrapped relative-table confluenceTable\" style=\"width: 59.3358%;\"><colgroup><col style=\"width: 45.738%;\"\/><col style=\"width: 54.2576%;\"\/><\/colgroup><tbody><tr><th class=\"confluenceTh\">Data Type<\/th><th class=\"confluenceTh\">Download all or Query\/Filter<\/th><\/tr><tr><td class=\"confluenceTd\">Images (DICOM, 12.1GB)<\/td><td class=\"confluenceTd\"><div class=\"content-wrapper\"><p>\n\n<span class=\"confluence-embedded-file-wrapper confluence-embedded-manual-size\">\n   <a href=\"https:\/\/wiki.cancerimagingarchive.net\/download\/attachments\/19039197\/TCIA_SPIE-AAPM_Lung_CT_Challenge_06-22-2015.tcia?version=1&amp;modificationDate=1534786998224&amp;api=v2\" rel=\"nofollow\"><button class=\"tcia-btn tcia-download-color\"><i class=\"fa fa-cloud-download\" \/> Download<\/button><\/a>\u00a0\n<\/span>\n\n<span class=\"confluence-embedded-file-wrapper confluence-embedded-manual-size\">\n   <a href=\"https:\/\/www.cancerimagingarchive.net\/nbia-search\/?CollectionCriteria=SPIE-AAPM%20Lung%20CT%20Challenge\" class=\"external-link\" rel=\"nofollow\"><button class=\"tcia-btn tcia-search-color\"><i class=\"fa fa-search\" \/> Search<\/button><\/a>\u00a0\n<\/span><br\/><\/p><p><span style=\"color: rgb(33,37,41);\">(<\/span><span style=\"color: rgb(33,37,41);\">Download requires the<span>\u00a0<\/span><\/span><a style=\"text-decoration: none;text-align: left;\" href=\"https:\/\/wiki.cancerimagingarchive.net\/display\/NBIA\/NBIA+Data+Retriever+Help\" rel=\"nofollow\">NBIA Data Retriever<\/a><span style=\"color: rgb(33,37,41);\">)<\/span><\/p><\/div><\/td><\/tr><tr><td class=\"confluenceTd\">Nodule Locations\/Diagnoses - Calibration Set (XLS)<\/td><td class=\"confluenceTd\"><div class=\"content-wrapper\"><p>\n\n<span class=\"confluence-embedded-file-wrapper confluence-embedded-manual-size\">\n   <a href=\"https:\/\/wiki.cancerimagingarchive.net\/download\/attachments\/19039084\/CalibrationSet_NoduleData.xlsx?version=3&amp;modificationDate=1418751611159&amp;api=v2\" rel=\"nofollow\"><button class=\"tcia-btn tcia-download-color\"><i class=\"fa fa-cloud-download\" \/> Download<\/button><\/a>\u00a0\n<\/span><\/p><\/div><\/td><\/tr><tr><td class=\"confluenceTd\"><span>Nodule Locations\/Diagnoses - Test Set (XLS)<\/span><\/td><td class=\"confluenceTd\"><div class=\"content-wrapper\"><p>\n\n<span class=\"confluence-embedded-file-wrapper confluence-embedded-manual-size\">\n   <a href=\"https:\/\/wiki.cancerimagingarchive.net\/download\/attachments\/19039197\/TestSet_NoduleData_PublicRelease_wTruth.xlsx?version=1&amp;modificationDate=1474635989693&amp;api=v2\" rel=\"nofollow\"><button class=\"tcia-btn tcia-download-color\"><i class=\"fa fa-cloud-download\" \/> Download<\/button><\/a>\u00a0\n<\/span><\/p><\/div><\/td><\/tr><\/tbody><\/table><\/div><p>Added diagnosis data to test set XLS.<\/p><h3 id=\"SPIEAAPMNCILungNoduleClassificationChallengeDataset(SPIEAAPMLungCTChallenge)-Version1:Updated2014\/11\/21\">Version 1: Updated 2014\/11\/21<\/h3><div class=\"table-wrap\"><table class=\"wrapped relative-table confluenceTable\" style=\"width: 59.4915%;\"><colgroup><col style=\"width: 43.4032%;\"\/><col style=\"width: 56.5946%;\"\/><\/colgroup><tbody><tr><th colspan=\"1\" class=\"confluenceTh\">Data Type<\/th><th colspan=\"1\" class=\"confluenceTh\">Download all or Query\/Filter<\/th><\/tr><tr><td colspan=\"1\" class=\"confluenceTd\">Images (DICOM, 12.1GB)<\/td><td colspan=\"1\" class=\"confluenceTd\"><div class=\"content-wrapper\"><p>\n\n<span class=\"confluence-embedded-file-wrapper confluence-embedded-manual-size\">\n   <a href=\"https:\/\/wiki.cancerimagingarchive.net\/download\/attachments\/19039197\/TCIA_SPIE-AAPM_Lung_CT_Challenge_06-22-2015.tcia?version=1&amp;modificationDate=1534786998224&amp;api=v2\" rel=\"nofollow\"><button class=\"tcia-btn tcia-download-color\"><i class=\"fa fa-cloud-download\" \/> Download<\/button><\/a>\u00a0\n<\/span>\n\n<span class=\"confluence-embedded-file-wrapper confluence-embedded-manual-size\">\n   <a href=\"https:\/\/public.cancerimagingarchive.net\/ncia\/login.jsf\" class=\"external-link\" rel=\"nofollow\"><button class=\"tcia-btn tcia-search-color\"><i class=\"fa fa-search\" \/> Search<\/button><\/a>\u00a0\n<\/span><br\/><\/p><p><span style=\"color: rgb(33,37,41);\">(<\/span><span style=\"color: rgb(33,37,41);\">Download requires the<span>\u00a0<\/span><\/span><a href=\"https:\/\/wiki.cancerimagingarchive.net\/display\/NBIA\/NBIA+Data+Retriever+Help\" style=\"text-decoration: none;text-align: left;\" rel=\"nofollow\">NBIA Data Retriever<\/a><span style=\"color: rgb(33,37,41);\">)<\/span><\/p><\/div><\/td><\/tr><tr><td colspan=\"1\" class=\"confluenceTd\">Nodule Locations\/Diagnoses - Calibration Set (XLS)<\/td><td colspan=\"1\" class=\"confluenceTd\"><div class=\"content-wrapper\"><p>\n\n<span class=\"confluence-embedded-file-wrapper confluence-embedded-manual-size\">\n   <a href=\"https:\/\/wiki.cancerimagingarchive.net\/download\/attachments\/19039084\/CalibrationSet_NoduleData.xlsx?version=3&amp;modificationDate=1418751611159&amp;api=v2\" rel=\"nofollow\"><button class=\"tcia-btn tcia-download-color\"><i class=\"fa fa-cloud-download\" \/> Download<\/button><\/a>\u00a0\n<\/span><\/p><\/div><\/td><\/tr><tr><td colspan=\"1\" class=\"confluenceTd\">Nodule Locations - Test Set (XLS)<\/td><td colspan=\"1\" class=\"confluenceTd\"><div class=\"content-wrapper\"><p>\n\n<span class=\"confluence-embedded-file-wrapper confluence-embedded-manual-size\">\n   <a href=\"https:\/\/wiki.cancerimagingarchive.net\/download\/attachments\/19039084\/TestSet_NoduleData.xlsx?version=1&amp;modificationDate=1421069207255&amp;api=v2\" rel=\"nofollow\"><button class=\"tcia-btn tcia-download-color\"><i class=\"fa fa-cloud-download\" \/> Download<\/button><\/a>\u00a0\n<\/span><\/p><\/div><\/td><\/tr><\/tbody><\/table><\/div><\/div><\/div><\/div><\/div><\/div>\n<\/div>\n<div class=\"cell aside\" data-type=\"aside\">\n<div class=\"innerCell\">\n<p><br\/><\/p><\/div>\n<\/div>\n<\/div>\n<\/div>","versions":false,"additional_resources":"The NCI Cancer Research Data Commons (CRDC) provides access to additional data and a cloud-based data science infrastructure that connects data sets with analytics tools to allow users to share, integrate, analyze, and visualize cancer research data.\n \n<ul><li><a href=\"https:\/\/portal.imaging.datacommons.cancer.gov\/explore\/filters\/?collection_id=spie_aapm_lung_ct_challenge\">Imaging Data Commons (IDC)<\/a> (Imaging Data)<\/li><\/ul>","cancer_locations":["Lung"],"collection_page_accessibility":"Public","publications_related":"","version_change_log":"","version_change_log_archived":"","analysis_results":"","collection_status":"Complete","publications_using":"TCIA maintains<a href=\"https:\/\/www.cancerimagingarchive.net\/publications\/\"> a list of publications<\/a> which leverage our data. If you have a publication you'd like to add please<a href=\"http:\/\/www.cancerimagingarchive.net\/support\/\"> contact the TCIA Helpdesk<\/a>.","species":["Human"],"collection_title":"SPIE-AAPM-NCI Lung Nodule Classification Challenge Dataset","detailed_description":"<u><strong><strong>For more information please refer to:\u00a0<a href=\"\/display\/Public\/LUNGx+SPIE-AAPM-NCI+Lung+Nodule+Classification+Challenge\">LUNGx SPIE-AAPM-NCI Lung Nodule Classification Challenge<\/a>, the\u00a0<a href=\"http:\/\/medicalimaging.spiedigitallibrary.org\/article.aspx?articleid=2375472\">related SPIE Guest Editorial<\/a>, and the follow up <a href=\"http:\/\/dx.doi.org\/10.1117\/1.JMI.3.4.044506\">scientific manuscript<\/a>.<\/strong><br\/><\/strong><\/u>\nCounts below reflect both the training set (10 subjects) and test set (60 subjects). The Patient IDs of the 10-subject training set begin\u00a0<strong>CT-Training<\/strong>. The Patient IDs of the 60-subject test set begin<strong>\u00a0LUNGx<\/strong>.\n<h3>Nodule locations and diagnoses<\/h3>\n<ul><li><a href=\"https:\/\/wiki.cancerimagingarchive.net\/download\/attachments\/19039084\/CalibrationSet_NoduleData.xlsx?version=3&amp;modificationDate=1418751611159&amp;api=v2\">CalibrationSet_NoduleData.xlsx<\/a>\u00a0- Nodule locations and diagnoses<\/li><li><a href=\"https:\/\/wiki.cancerimagingarchive.net\/download\/attachments\/19039084\/TestSet_NoduleData.xlsx?version=1&amp;modificationDate=1421069207255&amp;api=v2\">TestSet_NoduleData.xlsx<\/a>\u00a0- Nodule locations; diagnoses to be added after manuscript publication<\/li><\/ul>","related_analysis_results":false,"subjects":"70","collection_short_title":"SPIE-AAPM Lung CT Challenge","data_types":["CT"],"date_updated":"2023-09-13","collection_browse_title":"","supporting_data":["Clinical","Image Analyses"],"collection_featured_image":{"ID":"8214","post_author":"6","post_date":"2023-09-13 03:59:47","post_date_gmt":"2023-09-13 03:59:47","post_content":"","post_title":"image2014-11-21-103431","post_excerpt":"","post_status":"inherit","comment_status":"open","ping_status":"closed","post_password":"","post_name":"image2014-11-21-103431","to_ping":"","pinged":"","post_modified":"2023-09-13 12:03:16","post_modified_gmt":"2023-09-13 12:03:16","post_content_filtered":"","post_parent":"5690","guid":"https:\/\/cm.vastapps.dev\/wp-content\/uploads\/image2014-11-21-103431.png","menu_order":"0","post_type":"attachment","post_mime_type":"image\/png","comment_count":"0","pod_item_id":"8214"},"collection_summary":"<div data-type=\"normal\">\n<div>\n<h3>Summary<\/h3><\/div>\n<\/div>\n<div data-type=\"aside\">\n<div>\n<\/div>\n<\/div>\n<div data-type=\"normal\">\n<div>\n<p>As part of the 2015 SPIE Medical Imaging Conference, SPIE \u2013 with the support of American Association of Physicists in Medicine (AAPM) and the National Cancer Institute (NCI) \u2013 will conduct a \u201cGrand Challenge\u201d 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.<\/p><\/div>\n<\/div>\n<div data-type=\"aside\">\n<div>\n<\/div>\n<\/div>\n<div data-type=\"normal\">\n<div>\n<ul><li>Release date of calibration set cases with truth:<strong> \u00a0November 21, 2014 <\/strong><\/li><li>Release date of test set cases without truth:<strong> \u00a0January 9, 2015 <\/strong><\/li><li>Submission date for participants to submit test set classification results:<strong> \u00a0February 6, 2015 <\/strong><\/li><li>SPIE Medical Imaging meeting: \u00a0<strong>February 21 to 26, 2015<\/strong><\/li><\/ul><p><strong><u><strong><strong>For more information please refer to:\u00a0<a href=\"\/display\/Public\/LUNGx+SPIE-AAPM-NCI+Lung+Nodule+Classification+Challenge\">LUNGx SPIE-AAPM-NCI Lung Nodule Classification Challenge<\/a>, the\u00a0<a href=\"http:\/\/medicalimaging.spiedigitallibrary.org\/article.aspx?articleid=2375472\">related SPIE Guest Editorial<\/a>, and corresponding <a href=\"http:\/\/dx.doi.org\/10.1117\/1.JMI.3.4.044506\">scientific manuscript<\/a>.<\/strong><\/strong><\/u><\/strong><\/p><\/div>\n<\/div>\n<div data-type=\"aside\">\n<div>\n<p><\/p><\/div>\n<\/div>","collection_acknowledgements":"","collection_funding":"","hide_from_browse_table":[],"_links":{"self":[{"href":"https:\/\/cm.vastapps.dev\/api\/v1\/collections\/5690"}],"collection":[{"href":"https:\/\/cm.vastapps.dev\/api\/v1\/collections"}],"about":[{"href":"https:\/\/cm.vastapps.dev\/api\/wp\/v2\/types\/tcia_collection"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/cm.vastapps.dev\/api\/wp\/v2\/media\/8214"}],"wp:attachment":[{"href":"https:\/\/cm.vastapps.dev\/api\/wp\/v2\/media?parent=5690"}],"wp:term":[{"taxonomy":"tcia_citation_tax","embeddable":true,"href":"https:\/\/cm.vastapps.dev\/api\/v1\/citation-tax?post=5690"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}