{"id":5668,"date":"2023-09-04T03:16:39","date_gmt":"2023-09-04T03:16:39","guid":{"rendered":"https:\/\/cm.vastapps.dev\/tcia-collection\/lungct-diagnosis\/"},"modified":"2023-09-13T12:02:18","modified_gmt":"2023-09-13T12:02:18","slug":"lungct-diagnosis","status":"publish","type":"tcia_collection","link":"https:\/\/cm.vastapps.dev\/tcia-collection\/lungct-diagnosis\/","title":{"rendered":"LUNGCT-DIAGNOSIS"},"featured_media":0,"template":"","citation-tax":[],"cancer_types":["Lung Cancer"],"citations":[4604,4605,2925],"collection_doi":"10.7937\/K9\/TCIA.2015.A6V7JIWX","collection_download_info":"Click the Versions tab for more info about data releases.","collection_downloads":[5213,5214,5215,5217],"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<h1 id=\"Quantitativecomputedtomographicdescriptorsassociatetumorshapecomplexityandintratumorheterogeneitywithprognosisinlungadenocarcinoma(LungCTDiagnosis)-Summary\"><span style=\"line-height: 1.4285715;\"><span style=\"color: rgb(0,0,0);\">Summary<\/span><\/span><\/h1><p><span style=\"color: rgb(0,0,0);\"><span style=\"color: rgb(0,0,0);\">All the images are diagnostic contrast enhanced CT scans. The images were retrospectively acquired, to ensure sufficient patient follow-up. Slice thickness is variable : between 3 and 6 mm. All images were done at diagnosis and prior to surgery. The objective of the study was to extract prognostic image features that will describe lung adenocarcinomas and will associate with overall survival. \u00a0<\/span><\/span><\/p><p><span style=\"color: rgb(0,0,0);\"><span style=\"color: rgb(0,0,0);\">Two CT features were developed to quantitatively describe lung adenocarcinomas by scoring tumor shape complexity and intratumor density variation using routinely obtained diagnostic CT scans. The features systematically scored tumors and identified imaging phenotypes which exhibited survival differences. The features were extracted from routinely obtained CT images and were reproducible and stable despite the inherent clinical image acquisition variability. Our results suggest that quantitative imaging features can be used as an additional diagnostic tool in management of lung adenocarcinomas. More information is available in the related publication (see Citation tab below).<\/span><\/span><\/p><h3 id=\"Quantitativecomputedtomographicdescriptorsassociatetumorshapecomplexityandintratumorheterogeneitywithprognosisinlungadenocarcinoma(LungCTDiagnosis)-Acknowledgements\">Acknowledgements<\/h3><p>We would like to acknowledge the individual and institution that have provided data for this collection:<\/p><ul><li><span style=\"color: rgb(0,0,0);\"><strong>Moffitt Cancer Center<\/strong>\u00a0(Tampa Florida)<strong>\u00a0-\u00a0<\/strong>Special thanks to<strong>\u00a0Olya Stringfield, PhD<\/strong>\u00a0 from the\u00a0<strong>Department of Cancer Imaging and Metabolism<\/strong><\/span><span style=\"color: rgb(0,0,0);\"><strong>.<\/strong><\/span><\/li><\/ul><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=\"#19039728ddd964b7d3f946ab9086ed122fdab0e2\"><strong>Data Access<\/strong><\/a> <\/li><li class=\"menu-item bv-localtab \"><a href=\"#1903972803c777590b2942f3a66603cafd3c0b16\"><strong>Detailed Description<\/strong><\/a> <\/li><li class=\"menu-item bv-localtab \"><a href=\"#19039728f445712bf79047a3b71298889fb6b16f\"><strong>Citations &amp; Data Usage Policy<\/strong><\/a> <\/li><li class=\"menu-item bv-localtab \"><a href=\"#190397280eb29fc48bdd45e89174943c508fb7c9\"><strong>Versions<\/strong><\/a> <\/li><\/ul><div class=\"tabs-pane  active-pane \" id=\"19039728ddd964b7d3f946ab9086ed122fdab0e2\" active=\"true\" name=\"Data Access\" ><h3 id=\"Quantitativecomputedtomographicdescriptorsassociatetumorshapecomplexityandintratumorheterogeneitywithprognosisinlungadenocarcinoma(LungCTDiagnosis)-DataAccess\">Data Access<\/h3><div class=\"table-wrap\"><table class=\"wrapped relative-table confluenceTable\" style=\"width: 70.6267%;\"><colgroup><col style=\"width: 29.3575%;\"\/><col style=\"width: 37.3039%;\"\/><col style=\"width: 33.3294%;\"\/><\/colgroup><tbody><tr><th class=\"confluenceTh\">Data Type<\/th><th class=\"confluenceTh\">Download all or Query\/Filter<\/th><th class=\"confluenceTh\">License<\/th><\/tr><tr><td class=\"confluenceTd\">Images (DICOM, 2.5GB)<\/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\/19039728\/TCIA_LungCT-Diagnosis_06-22-2015.tcia?version=1&amp;modificationDate=1534787004095&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=LungCT-Diagnosis\" class=\"external-link\" rel=\"nofollow\"><button class=\"tcia-btn tcia-search-color\"><i class=\"fa fa-search\" \/> Search<\/button><\/a>\u00a0\n<\/span><\/p><\/div><p>(Download requires\u00a0the\u00a0<a href=\"https:\/\/wiki.cancerimagingarchive.net\/display\/NBIA\/Downloading+TCIA+Images\" rel=\"nofollow\">NBIA Data Retriever<\/a>)<\/p><\/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\">DICOM Metadata Digest (CSV)<\/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\/19039728\/LungCT-Diagnosis_MetaData.csv?version=1&amp;modificationDate=1495728280718&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\">Representative Tumor Slices (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\/19039728\/Representative-Tumor-Slices.xlsx?version=1&amp;modificationDate=1428347910454&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\">Clinical Data (DOC)<\/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\/19039728\/LungCT-Diagnosis_SurvivalData_journal.pone.0118261.s010.docx?version=1&amp;modificationDate=1451937423913&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=\"Quantitativecomputedtomographicdescriptorsassociatetumorshapecomplexityandintratumorheterogeneitywithprognosisinlungadenocarcinoma(LungCTDiagnosis)-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=lungct_diagnosis\" class=\"external-link\" rel=\"nofollow\">Imaging Data Commons (IDC)<\/a> (Imaging Data)<\/li><\/ul><h3 id=\"Quantitativecomputedtomographicdescriptorsassociatetumorshapecomplexityandintratumorheterogeneitywithprognosisinlungadenocarcinoma(LungCTDiagnosis)-ThirdPartyAnalysesofthisDataset\">Third Party Analyses of this Dataset<\/h3><p>TCIA encourages the community to <a href=\"http:\/\/www.cancerimagingarchive.net\/analysis-results\/\" class=\"external-link\" rel=\"nofollow\">publish your analyses of our datasets<\/a>. Below is a list of such third party analyses published using this Collection:<\/p><ul><li><a href=\"https:\/\/wiki.cancerimagingarchive.net\/pages\/viewpage.action?pageId=24284406\">Long and Short Survival in Adenocarcinoma Lung CTs (LUAD-CT-Survival)<\/a><\/li><\/ul><\/div><div class=\"tabs-pane \" id=\"1903972803c777590b2942f3a66603cafd3c0b16\" name=\"Detailed Description\" ><h3 id=\"Quantitativecomputedtomographicdescriptorsassociatetumorshapecomplexityandintratumorheterogeneitywithprognosisinlungadenocarcinoma(LungCTDiagnosis)-DetailedDescription\">Detailed Description<\/h3><div class=\"table-wrap\"><table class=\"wrapped confluenceTable\"><colgroup><col\/><col\/><\/colgroup><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>Updated 12\/30\/2014<\/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>61<\/p><\/td><\/tr><tr><td class=\"confluenceTd\"><p>Number of Studies<\/p><\/td><td class=\"confluenceTd\"><p>61<\/p><\/td><\/tr><tr><td class=\"confluenceTd\"><p>Number of Series<\/p><\/td><td class=\"confluenceTd\"><p>61<\/p><\/td><\/tr><tr><td class=\"confluenceTd\"><p>Number of Images<\/p><\/td><td class=\"confluenceTd\"><p>4,682<\/p><\/td><\/tr><tr><td colspan=\"1\" class=\"confluenceTd\">Images Size (GB)<\/td><td colspan=\"1\" class=\"confluenceTd\">2.5<\/td><\/tr><\/tbody><\/table><\/div><p><span style=\"color: rgb(0,0,0);\">TCIA DICOM Subject ID, SOP Instance UID, Instance Number, and Image Position (Patient) X-Y-Z \u00a0are noted in\u00a0<a href=\"https:\/\/wiki.cancerimagingarchive.net\/download\/attachments\/19039728\/Representative-Tumor-Slices.xlsx?version=1&amp;modificationDate=1428347910454&amp;api=v2\" data-linked-resource-id=\"20807755\" data-linked-resource-version=\"1\" data-linked-resource-type=\"attachment\" data-linked-resource-default-alias=\"Representative-Tumor-Slices.xlsx\" data-nice-type=\"Excel Spreadsheet\" data-linked-resource-content-type=\"application\/vnd.openxmlformats-officedocument.spreadsheetml.sheet\" data-linked-resource-container-id=\"19039728\" data-linked-resource-container-version=\"41\">Representative-Tumor-Slices.xlsx<\/a><\/span><\/p><p><span style=\"color: rgb(0,0,0);\">The accompanying data<span>\u00a0<\/span>\u00a0are\u00a0<a href=\"https:\/\/wiki.cancerimagingarchive.net\/download\/attachments\/19039728\/LungCT-Diagnosis_SurvivalData_journal.pone.0118261.s010.docx?version=1&amp;modificationDate=1451937423913&amp;api=v2\" data-linked-resource-id=\"22643013\" data-linked-resource-version=\"1\" data-linked-resource-type=\"attachment\" data-linked-resource-default-alias=\"LungCT-Diagnosis_SurvivalData_journal.pone.0118261.s010.docx\" data-nice-type=\"Word Document\" data-linked-resource-content-type=\"application\/vnd.openxmlformats-officedocument.wordprocessingml.document\" data-linked-resource-container-id=\"19039728\" data-linked-resource-container-version=\"41\">survival data (status: dead or alive, survival time in months) and pathological stage (TNM)<\/a>. \u00a0<\/span><\/p><\/div><div class=\"tabs-pane \" id=\"19039728f445712bf79047a3b71298889fb6b16f\" name=\"Citations BITVOODOO_ANDamp; Data Usage Policy\" ><h3 id=\"Quantitativecomputedtomographicdescriptorsassociatetumorshapecomplexityandintratumorheterogeneitywithprognosisinlungadenocarcinoma(LungCTDiagnosis)-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><span style=\"color: rgb(102,102,102);\"><span style=\"color: rgb(0,0,0);\">Grove O, Berglund AE, Schabath MB, Aerts HJWL, Dekker A, Wang H, Velazquez ER, Lambin P, Gu Y, Balagurunathan Y, Eikman E, Gatenby RA, Eschrich S, Gillies RJ.<\/span><\/span>\u00a0(2015). <strong>Data from: Quantitative computed tomographic descriptors associate tumor shape complexity and intratumor heterogeneity with prognosis in lung adenocarcinoma.<\/strong> The Cancer Imaging Archive. <a href=\"https:\/\/doi.org\/10.7937\/K9\/TCIA.2015.A6V7JIWX\" class=\"external-link\" rel=\"nofollow\">https:\/\/doi.org\/10.7937\/K9\/TCIA.2015.A6V7JIWX<\/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 style=\"color: rgb(102,102,102);\"><span style=\"color: rgb(0,0,0);\">Grove O, Berglund AE, Schabath MB, Aerts HJWL, Dekker A, Wang H, Velazquez ER, Lambin P, Gu Y, Balagurunathan Y, Eikman E, Gatenby RA, Eschrich S, Gillies RJ. (2015). <strong>Quantitative Computed Tomographic Descriptors Associate Tumor Shape Complexity and Intratumor Heterogeneity with Prognosis in Lung Adenocarcinoma.<\/strong> (A. Mu\u00f1oz-Barrutia, Ed.)PLOS ONE. Public Library of Science (PLoS).<\/span> <a href=\"https:\/\/doi.org\/10.1371\/journal.pone.0118261\" class=\"external-link\" rel=\"nofollow\">https:\/\/doi.org\/10.1371\/journal.pone.0118261<\/a><\/span><\/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.\u00a0<strong>The Cancer Imaging Archive (TCIA): Maintaining and Operating a Public Information Repository<\/strong>, Journal of Digital Imaging, Volume 26, Number 6, December, 2013, pp 1045-1057.DOI: <a href=\"https:\/\/doi.org\/10.1007\/s10278-013-9622-7\" class=\"external-link\" rel=\"nofollow\">https:\/\/doi.org\/10.1007\/s10278-013-9622-7<\/a><\/p><\/div><\/div><h3 id=\"Quantitativecomputedtomographicdescriptorsassociatetumorshapecomplexityandintratumorheterogeneitywithprognosisinlungadenocarcinoma(LungCTDiagnosis)-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> that leverage our data.\u00a0 <\/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=\"190397280eb29fc48bdd45e89174943c508fb7c9\" name=\"Versions\" ><h3 id=\"Quantitativecomputedtomographicdescriptorsassociatetumorshapecomplexityandintratumorheterogeneitywithprognosisinlungadenocarcinoma(LungCTDiagnosis)-Version1(Current):Updated2014\/12\/30\">Version 1 (Current): Updated 2014\/12\/30<\/h3><div class=\"table-wrap\"><table class=\"wrapped confluenceTable\"><colgroup><col\/><col\/><\/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, 2.5GB)<\/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\/19039728\/TCIA_LungCT-Diagnosis_06-22-2015.tcia?version=1&amp;modificationDate=1534787004095&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=LungCT-Diagnosis\" 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 class=\"confluence-link\">(Download requires\u00a0the\u00a0<a href=\"https:\/\/wiki.cancerimagingarchive.net\/display\/NBIA\/Downloading+TCIA+Images\" rel=\"nofollow\">NBIA Data Retriever<\/a>)<\/span><\/p><\/div><\/td><\/tr><tr><td colspan=\"1\" class=\"confluenceTd\">DICOM Metadata Digest (CSV)<\/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\/19039728\/LungCT-Diagnosis_MetaData.csv?version=1&amp;modificationDate=1495728280718&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\">Representative Tumor Slices (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\/19039728\/Representative-Tumor-Slices.xlsx?version=1&amp;modificationDate=1428347910454&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\">Clinical Data (DOC)<\/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\/19039728\/LungCT-Diagnosis_SurvivalData_journal.pone.0118261.s010.docx?version=1&amp;modificationDate=1451937423913&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=lungct_diagnosis\">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":"TCIA encourages the community to <a href=\"http:\/\/www.cancerimagingarchive.net\/analysis-results\/\">publish your analyses of our datasets<\/a>. Below is a list of such third party analyses published using this Collection:\n<ul><li><a href=\"\/pages\/viewpage.action?pageId=24284406\">Long and Short Survival in Adenocarcinoma Lung CTs (LUAD-CT-Survival)<\/a><\/li><\/ul>","collection_status":"Complete","publications_using":"TCIA maintains<a href=\"https:\/\/www.cancerimagingarchive.net\/publications\/\"> a list of publications<\/a> that leverage our data.\u00a0 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":"Quantitative computed tomographic descriptors associate tumor shape complexity and intratumor heterogeneity with prognosis in lung adenocarcinoma","detailed_description":"TCIA DICOM Subject ID, SOP Instance UID, Instance Number, and Image Position (Patient) X-Y-Z \u00a0are noted in\u00a0<a data-linked-resource-container-id=\"19039728\" data-linked-resource-container-version=\"41\" data-linked-resource-content-type=\"application\/vnd.openxmlformats-officedocument.spreadsheetml.sheet\" data-linked-resource-default-alias=\"Representative-Tumor-Slices.xlsx\" data-linked-resource-id=\"20807755\" data-linked-resource-type=\"attachment\" data-linked-resource-version=\"1\" data-nice-type=\"Excel Spreadsheet\" download=\"\" href=\"\/wp-content\/uploads\/Representative-Tumor-Slices.xlsx\" target=\"_blank\">Representative-Tumor-Slices.xlsx<\/a>\nThe accompanying data\u00a0\u00a0are\u00a0<a data-linked-resource-container-id=\"19039728\" data-linked-resource-container-version=\"41\" data-linked-resource-content-type=\"application\/vnd.openxmlformats-officedocument.wordprocessingml.document\" data-linked-resource-default-alias=\"LungCT-Diagnosis_SurvivalData_journal.pone.0118261.s010.docx\" data-linked-resource-id=\"22643013\" data-linked-resource-type=\"attachment\" data-linked-resource-version=\"1\" data-nice-type=\"Word Document\" download=\"\" href=\"\/wp-content\/uploads\/LungCT-Diagnosis_SurvivalData_journal.pone_.0118261.s010.docx\" target=\"_blank\">survival data (status: dead or alive, survival time in months) and pathological stage (TNM)<\/a>.","related_analysis_results":["LUAD-CT-SURVIVAL"],"subjects":"61","collection_short_title":"LungCT-Diagnosis","data_types":["CT"],"date_updated":"2023-09-13","collection_browse_title":"","supporting_data":["Clinical","Image Analyses"],"collection_featured_image":false,"collection_summary":"All the images are diagnostic contrast enhanced CT scans. The images were retrospectively acquired, to ensure sufficient patient follow-up. Slice thickness is variable : between 3 and 6 mm. All images were done at diagnosis and prior to surgery. The objective of the study was to extract prognostic image features that will describe lung adenocarcinomas and will associate with overall survival. \u00a0\nTwo CT features were developed to quantitatively describe lung adenocarcinomas by scoring tumor shape complexity and intratumor density variation using routinely obtained diagnostic CT scans. The features systematically scored tumors and identified imaging phenotypes which exhibited survival differences. The features were extracted from routinely obtained CT images and were reproducible and stable despite the inherent clinical image acquisition variability. Our results suggest that quantitative imaging features can be used as an additional diagnostic tool in management of lung adenocarcinomas. More information is available in the related publication (see Citation tab below).","collection_acknowledgements":"We would like to acknowledge the individual and institution that have provided data for this collection:\n<ul><li><strong>Moffitt Cancer Center<\/strong>\u00a0(Tampa Florida)<strong>\u00a0-\u00a0<\/strong>Special thanks to<strong>\u00a0Olya Stringfield, PhD<\/strong>\u00a0 from the\u00a0<strong>Department of Cancer Imaging and Metabolism<\/strong><strong>.<\/strong><\/li><\/ul>","collection_funding":"","hide_from_browse_table":[],"_links":{"self":[{"href":"https:\/\/cm.vastapps.dev\/api\/v1\/collections\/5668"}],"collection":[{"href":"https:\/\/cm.vastapps.dev\/api\/v1\/collections"}],"about":[{"href":"https:\/\/cm.vastapps.dev\/api\/wp\/v2\/types\/tcia_collection"}],"wp:attachment":[{"href":"https:\/\/cm.vastapps.dev\/api\/wp\/v2\/media?parent=5668"}],"wp:term":[{"taxonomy":"tcia_citation_tax","embeddable":true,"href":"https:\/\/cm.vastapps.dev\/api\/v1\/citation-tax?post=5668"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}