{"id":5711,"date":"2023-09-04T03:20:16","date_gmt":"2023-09-04T03:20:16","guid":{"rendered":"https:\/\/cm.vastapps.dev\/tcia-collection\/tcga-ov\/"},"modified":"2023-09-13T12:04:19","modified_gmt":"2023-09-13T12:04:19","slug":"tcga-ov","status":"publish","type":"tcia_collection","link":"https:\/\/cm.vastapps.dev\/tcia-collection\/tcga-ov\/","title":{"rendered":"TCGA-OV"},"featured_media":0,"template":"","citation-tax":[],"cancer_types":["Ovarian Serous Cystadenocarcinoma"],"citations":[4679,2925,4680],"collection_doi":"10.7937\/K9\/TCIA.2016.NDO1MDFQ","collection_download_info":"Click the Versions tab for more info about data releases.","collection_downloads":[5299],"full_export":"<h2 id=\"TheCancerGenomeAtlasOvarianCancerCollection(TCGAOV)-Summary\">Summary<\/h2>The Cancer Genome Atlas <span>Ovarian Cancer (TCGA-OV)<\/span> data collection is part of a larger effort to\u00a0build a research community focused on connecting cancer phenotypes to genotypes by providing clinical images matched to subjects from\u00a0<a href=\"http:\/\/cancergenome.nih.gov\/\" rel=\"nofollow\" class=\"external-link\">The Cancer Genome Atlas (TCGA)<\/a>. Clinical, genetic, and pathological data resides in the\u00a0<a href=\"https:\/\/portal.gdc.cancer.gov\/exploration?filters=%7B%22op%22%3A%22and%22%2C%22content%22%3A%5B%7B%22op%22%3A%22in%22%2C%22content%22%3A%7B%22field%22%3A%22cases.project.program.name%22%2C%22value%22%3A%5B%22TCGA%22%5D%7D%7D%2C%7B%22op%22%3A%22in%22%2C%22content%22%3A%7B%22field%22%3A%22cases.project.project_id%22%2C%22value%22%3A%5B%22TCGA-OV%22%5D%7D%7D%5D%7D\" class=\"external-link\" rel=\"nofollow\">Genomic Data Commons (GDC) Data Portal<\/a> while the radiological data is stored on The Cancer Imaging Archive (TCIA).\u00a0<p>Matched TCGA patient identifiers allow researchers to explore the TCGA\/TCIA databases for correlations between tissue genotype, radiological phenotype and patient outcomes. Tissues for TCGA were collected from many sites all over the world in order to reach their accrual targets, usually around 500 specimens per cancer type. For this reason the image data sets are also extremely heterogeneous in terms of scanner modalities, manufacturers and acquisition protocols. In most cases the images were acquired as part of routine care and not as part of a controlled research study or clinical trial.\u00a0<\/p><h3 id=\"TheCancerGenomeAtlasOvarianCancerCollection(TCGAOV)-CIPTCGARadiologyInitiative\">CIP TCGA Radiology Initiative<\/h3><p>Imaging Source Site (ISS) Groups are being populated and governed by participants from institutions that have provided imaging data to the archive for a given cancer type. Modeled after TCGA analysis groups, ISS groups are given the opportunity to publish a marker paper for a given cancer type\u00a0per\u00a0the guidelines in the table above. This opportunity will generate increased participation in building these multi-institutional data sets as they become an open community resource. Learn more about the\u00a0<a href=\"https:\/\/wiki.cancerimagingarchive.net\/pages\/viewpage.action?pageId=7569487\">TCGA Ovarian Phenotype Research Group<\/a>.<\/p><h3 id=\"TheCancerGenomeAtlasOvarianCancerCollection(TCGAOV)-Acknowledgements\">Acknowledgements<\/h3><p>We would like to acknowledge the individuals and institutions that have provided data for this collection:<\/p><ul><li>University of Pittsburgh\/UPMC, Pittsburgh, PA - Special thanks to\u00a0<strong>Chandra Holback<\/strong>,\u00a0<strong>MD<\/strong>\u00a0and\u00a0<strong>Rose Jarosz<\/strong>.<\/li><li><p>Washington University School of Medicine, St. Louis, MO - Special thanks to\u00a0<strong>Fred Prior, Ph.D.<\/strong>\u00a0from the Electronic Radiology Lab, Mallinckrodt Institute and\u00a0<strong>David G Mutch<\/strong>,\u00a0<strong>MD<\/strong>,\u00a0<strong>Ira C<\/strong>,\u00a0<strong>MD<\/strong>\u00a0&amp;\u00a0<strong>Judith Gall, MD Ob\/Gyn<\/strong>.\u00a0\u00a0<\/p><\/li><li>MD Anderson Cancer Center, Houston TX - Special thanks to\u00a0<strong>Priya Bhosale, MD\u00a0<\/strong>and\u00a0<strong>Kimberly Garcia.<\/strong><\/li><li>University of North Carolina, Chapel Hill, NC - Special thanks to\u00a0<strong>Yueh Lee, MD, PhD<\/strong>\u00a0and\u00a0<strong>Shanah Kirk<\/strong>.<\/li><li><p>Brigham &amp; Women's Hospital, Boston, MA\u00a0- Special thanks to<strong>\u00a0<\/strong><strong>Cheryl A. Sadow, MD\u00a0<\/strong>and<strong>\u00a0Seth Levine<\/strong>.<\/p><\/li><li><p>Memorial Sloan-Kettering Cancer Center, New York, NY - Special thanks to\u00a0<strong>Evis Sala, MD, PhD<\/strong>\u00a0and<strong>\u00a0Pierre Elnajjar<\/strong>.<\/p><\/li><li>University of California, San Francisco, CA - Special thanks to\u00a0<strong>Tara Morgan, MD<\/strong><\/li><li>Mayo Clinic, Rochester, MN - Special thanks to\u00a0<strong>Brad Erickson, MD, PhD. Ca<\/strong><\/li><\/ul><p><br\/><\/p><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=\"#756949711608d37368c46e7a4b588c3972060d4\"><strong>Data Access<\/strong><\/a> <\/li><li class=\"menu-item bv-localtab \"><a href=\"#7569497f1a82a7d20b74ae8a5dc7e16d055856a\"><strong>Detailed Description<\/strong><\/a> <\/li><li class=\"menu-item bv-localtab \"><a href=\"#7569497695fdac46afd47cbbd136adcecabeb4c\"><strong>Citations &amp; Data Usage Policy<\/strong><\/a> <\/li><li class=\"menu-item bv-localtab \"><a href=\"#7569497468ab360ea5d46c9a5cc0a707fd73261\"><strong>Versions<\/strong><\/a> <\/li><\/ul><div class=\"tabs-pane  active-pane \" id=\"756949711608d37368c46e7a4b588c3972060d4\" active=\"true\" name=\"Data Access\" ><h3 id=\"TheCancerGenomeAtlasOvarianCancerCollection(TCGAOV)-DataAccess\">Data Access<\/h3><div class=\"table-wrap\"><table class=\"wrapped relative-table confluenceTable\" style=\"width: 58.2555%;\"><colgroup><col style=\"width: 29.4352%;\"\/><col style=\"width: 38.1837%;\"\/><col style=\"width: 32.3478%;\"\/><\/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, 28.3GB)<\/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\/7569497\/TCIA_TCGA-OV_09-16-2015.tcia?version=1&amp;modificationDate=1534786980303&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=TCGA-OV\" 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>(Download requires <\/span><a href=\"https:\/\/wiki.cancerimagingarchive.net\/display\/NBIA\/Downloading+TCIA+Images\" rel=\"nofollow\">NBIA Data Retriever<\/a>)<\/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><h3 style=\"text-align: left;\" id=\"TheCancerGenomeAtlasOvarianCancerCollection(TCGAOV)-AdditionalResourcesforthisDataset\">Additional Resources for this Dataset<\/h3><p style=\"text-align: left;\"><span style=\"color: rgb(0,0,0);\">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.<\/span><\/p><ul style=\"text-align: left;\"><li class=\"auto-cursor-target\"><a href=\"https:\/\/portal.imaging.datacommons.cancer.gov\/explore\/filters\/?collection_id=tcga_ov\" class=\"external-link\" rel=\"nofollow\">Imaging Data Commons (IDC)<\/a><span>\u00a0<\/span>(Imaging Data)<\/li><li class=\"xmsonormal\"><a href=\"https:\/\/portal.gdc.cancer.gov\/projects\/TCGA-OV\" class=\"external-link\" rel=\"nofollow\">Genomic Data Commons (GDC)<\/a><span>\u00a0<\/span><span style=\"color: rgb(33,37,41);\">(Genomic, <span>Digitized Histopathology <\/span>&amp; Clinical Data)<\/span><\/li><\/ul><h3 id=\"TheCancerGenomeAtlasOvarianCancerCollection(TCGAOV)-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=48464392\">Integration of CT-based Qualitative and Radiomic Features with Proteomic Variables in Patients with High-Grade Serous Ovarian Cancer: An Exploratory Analysis (TCGA-OV-Proteogenomics)<\/a><\/li><li><a href=\"https:\/\/wiki.cancerimagingarchive.net\/pages\/viewpage.action?pageId=22515956\">Imaging Features, and Correlations with Genomic and Clinical Data from the TCGA Ovarian Radiology Research Group (TCGA-OV-Radiogenomics)<\/a><\/li><li><a href=\"https:\/\/wiki.cancerimagingarchive.net\/pages\/viewpage.action?pageId=33948774\">Crowds Cure Cancer: Data collected at the RSNA 2017 annual meeting (Crowds-Cure-2017)<\/a><\/li><\/ul><\/div><div class=\"tabs-pane \" id=\"7569497f1a82a7d20b74ae8a5dc7e16d055856a\" name=\"Detailed Description\" ><h3 id=\"TheCancerGenomeAtlasOvarianCancerCollection(TCGAOV)-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\"><div class=\"tablesorter-header-inner\"><p>Image Statistics<\/p><\/div><\/div><\/th><th class=\"confluenceTh\"><div class=\"tablesorter-header-inner\"><div class=\"tablesorter-header-inner\"><p><br\/><\/p><\/div><\/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 Participants<\/p><\/td><td class=\"confluenceTd\"><p>143<\/p><\/td><\/tr><tr><td class=\"confluenceTd\"><p>Number of Studies<\/p><\/td><td class=\"confluenceTd\"><p>322<\/p><\/td><\/tr><tr><td class=\"confluenceTd\"><p>Number of Series<\/p><\/td><td class=\"confluenceTd\"><p>844<\/p><\/td><\/tr><tr><td class=\"confluenceTd\"><p>Number of Images<\/p><\/td><td class=\"confluenceTd\"><p>53,662<\/p><\/td><\/tr><tr><td colspan=\"1\" class=\"confluenceTd\">Images Size (GB)<\/td><td colspan=\"1\" class=\"confluenceTd\">28.3<\/td><\/tr><\/tbody><\/table><\/div><h3 id=\"TheCancerGenomeAtlasOvarianCancerCollection(TCGAOV)-GDCDataPortal-ClinicalandGenomicData\">GDC Data Portal - Clinical and Genomic Data<\/h3><ul><li><p>The <a href=\"https:\/\/portal.gdc.cancer.gov\/exploration?filters=%7B%22op%22%3A%22and%22%2C%22content%22%3A%5B%7B%22op%22%3A%22in%22%2C%22content%22%3A%7B%22field%22%3A%22cases.project.program.name%22%2C%22value%22%3A%5B%22TCGA%22%5D%7D%7D%2C%7B%22op%22%3A%22in%22%2C%22content%22%3A%7B%22field%22%3A%22cases.project.project_id%22%2C%22value%22%3A%5B%22TCGA-OV%22%5D%7D%7D%5D%7D\" class=\"external-link\" rel=\"nofollow\">GDC Data Porta<\/a><a class=\"external-link\" rel=\"nofollow\" href=\"http:\/\/tcga-data.nci.nih.gov\/tcga\">l<\/a>\u00a0has extensive clinical and genomic data, which can be matched to the patient identifiers on the images here in TCIA. Below is a snapshot of clinical data available for the cases with imaging on the TCIA (extracted on 1\/5\/2016):<\/p><ul><li><a href=\"https:\/\/wiki.cancerimagingarchive.net\/download\/attachments\/7569497\/TCGA-OV%20Clinical%20Data%201516.zip?version=1&amp;modificationDate=1452105785692&amp;api=v2\" data-linked-resource-id=\"22643032\" data-linked-resource-version=\"1\" data-linked-resource-type=\"attachment\" data-linked-resource-default-alias=\"TCGA-OV Clinical Data 1516.zip\" data-nice-type=\"Zip Archive\" data-linked-resource-content-type=\"application\/zip\" data-linked-resource-container-id=\"7569497\" data-linked-resource-container-version=\"91\">TCGA-OV Clinical Data.zip<\/a><\/li><\/ul><p>Case report forms (with verbose explanations) used to collect the clinical data can be found on the Biospecimen Core Resource Clinical Data Forms linked below:<\/p><ul><li><a href=\"https:\/\/www.nationwidechildrens.org\/-\/media\/nch\/research\/documents\/tcga\/ovary-case-quality-control-form.ashx\" class=\"external-link\" rel=\"nofollow\">Ovary Case Quality Control Form<\/a><\/li><li><a href=\"https:\/\/www.nationwidechildrens.org\/-\/media\/nch\/research\/documents\/tcga\/ovary-enrollment-form.ashx\" class=\"external-link\" rel=\"nofollow\">Ovary Enrollment Form<\/a><\/li><li><a href=\"https:\/\/www.nationwidechildrens.org\/-\/media\/nch\/research\/documents\/tcga\/ovary-followup-form.ashx\" class=\"external-link\" rel=\"nofollow\">Ovary Follow-Up Form<\/a><\/li><\/ul><p>Additional Documentation<\/p><ul><li><a href=\"https:\/\/wiki.cancerimagingarchive.net\/download\/attachments\/7569497\/OV%20clinical_follow_up_v1.0.xls?version=1&amp;modificationDate=1434475083795&amp;api=v2\" rel=\"nofollow\">OV Clinical Follow Up<\/a><\/li><li><a class=\"external-link\" href=\"http:\/\/www.nationwidechildrens.org\/ovary-case-quality-control-form\" rel=\"nofollow\">O<\/a><a href=\"https:\/\/wiki.cancerimagingarchive.net\/download\/attachments\/7569497\/OV%20clinical_follow_up_notes.xls?version=1&amp;modificationDate=1434475119030&amp;api=v2\" rel=\"nofollow\">V Clinical Follow up Notes<\/a><\/li><\/ul><p>Cases by Site:<\/p><ul><li><a href=\"http:\/\/www.nationwidechildrens.org\/ovary-enrollment-form\" rel=\"nofollow\" class=\"external-link\">O<\/a><a href=\"https:\/\/wiki.cancerimagingarchive.net\/download\/attachments\/7569497\/OV%20TCIA%20cases%20by%20site.xls?version=1&amp;modificationDate=1434475143159&amp;api=v2\" rel=\"nofollow\">V TCIA Cases - listed by site<\/a><\/li><li><a href=\"https:\/\/wiki.cancerimagingarchive.net\/download\/attachments\/7569497\/OV%20TCIA%20list%20by%20source%20site%20code.docx?version=1&amp;modificationDate=1434475177481&amp;api=v2\" rel=\"nofollow\">OV TCIA Cases - listed by source site code<\/a><br\/><br\/><\/li><\/ul><\/li><\/ul><p>Shared List: \u00a0<strong><a href=\"https:\/\/nbia.cancerimagingarchive.net\/nbia-search\/?saved-cart=Ovarian%20Cases%20with%20Early%20Post-Operative%20Scans\" class=\"external-link\" rel=\"nofollow\">Ovarian Cases with Early Post-Operative Scans<\/a><\/strong><\/p><p>This shared list is tor researchers wanting to evaluate the completeness \u00a0of OV tumor surgical de-bulking, this group of cases has sequential CT scans that have both pre-op (baseline) and early post-op (less than ~ 2 months).\u00a0<\/p><h3 id=\"TheCancerGenomeAtlasOvarianCancerCollection(TCGAOV)-ANoteaboutTCIAandTCGASubjectIdentifiersandDates\">A Note about TCIA and TCGA Subject Identifiers and Dates<\/h3><p><strong>Subject Identifiers:<\/strong>\u00a0a subject with radiology images stored in TCIA is identified with a Patient ID that is identical to the Patient ID of the same subject with demographic, clinical, pathological, and\/or genomic data stored in TCGA. For each TCGA case, the baseline TCGA imaging studies found on TCIA are pre-surgical.\u00a0<\/p><p><strong>Dates:<\/strong>\u00a0TCIA and TCGA handle dates differently, and there are no immediate plans to reconcile:<\/p><ul><li><u>TCIA Dates:<\/u>\u00a0dates (be they birth dates, imaging study dates, etc.) in the Digital Imaging and Communications in Medicine (DICOM) headers of TCIA radiology images have been offset by a random number of days. The offset is a number of days between 3 and 10 years prior to the real date that is consistent for each TCIA image-submitting site and collection, but that varies among sites and among collections from the same site. Thus, the number of days between a subject\u2019s longitudinal imaging studies are accurately preserved when more than one study has been archived while still meeting HIPAA requirements.<\/li><li><u>TCGA Dates:<\/u>\u00a0the patient demographic and clinical event dates are all the number of days from the index date, which is the actual date of pathologic diagnosis. So all the dates in the data are relative negative or positive integers, except for the \u201cdays_to_pathologic_diagnosis\u201d value, which is 0 \u2013 the index date. The years of birth and diagnosis are maintained in the distributed clinical data file. The NCI retains a copy of the data with complete dates, but those data are not made available.With regard to other TCGA dates, if a date comes from a HIPAA \u201ccovered entity\u2019s\u201d medical record, it is turned into the relative day count from the index date. Dates like the date TCGA received the specimen or when the TCGA case report form was filled out are not such covered dates, and they will appear as\u00a0real dates (month, day, and year).<\/li><\/ul><\/div><div class=\"tabs-pane \" id=\"7569497695fdac46afd47cbbd136adcecabeb4c\" name=\"Citations BITVOODOO_ANDamp; Data Usage Policy\" ><h3 id=\"TheCancerGenomeAtlasOvarianCancerCollection(TCGAOV)-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);\">Holback, C., Jarosz, R., Prior, F., Mutch, D. G., Bhosale, P., Garcia, K., Lee, Y., Kirk, S., Sadow, C. A., Levine, S., Sala, E., Elnajjar, P., Morgan, T., &amp; Erickson, B. J. (2016). <strong>The Cancer Genome Atlas Ovarian Cancer Collection (TCGA-OV) (Version 4) [Data set]. <\/strong>The Cancer Imaging Archive.<\/span> <a href=\"https:\/\/doi.org\/10.7937\/K9\/TCIA.2016.NDO1MDFQ\" class=\"external-link\" rel=\"nofollow\">https:\/\/doi.org\/10.7937\/K9\/TCIA.2016.NDO1MDFQ<\/a><\/span><\/p><\/div><\/div><div class=\"confluence-information-macro confluence-information-macro-information\"><p class=\"title\">Acknowledgement<\/p><span class=\"aui-icon aui-icon-small aui-iconfont-info confluence-information-macro-icon\"><\/span><div class=\"confluence-information-macro-body\">&quot;The results &lt;published or shown&gt; here are in whole or part based upon data generated by the TCGA Research Network:\u00a0<a href=\"https:\/\/cancergenome.nih.gov\/\" class=\"external-link\" rel=\"nofollow\">http:\/\/cancergenome.nih.gov\/<\/a>.&quot;<\/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., &amp; Prior, F. (2013). <strong>The Cancer Imaging Archive (TCIA): Maintaining and Operating a Public Information Repository.<\/strong> In Journal of Digital Imaging (Vol. 26, Issue 6, pp. 1045\u20131057). Springer Science and Business Media LLC. <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=\"TheCancerGenomeAtlasOvarianCancerCollection(TCGAOV)-OtherPublicationsUsingThisData\"><span style=\"color: rgb(255,0,0);\">\u00a0<\/span>Other Publications Using This Data<\/h3><p>TCIA maintains <a href=\"https:\/\/www.cancerimagingarchive.net\/publications\/\" class=\"external-link\" rel=\"nofollow\">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\/\" class=\"external-link\" rel=\"nofollow\"> contact the TCIA Helpdesk<\/a>.<\/p><\/div><div class=\"tabs-pane \" id=\"7569497468ab360ea5d46c9a5cc0a707fd73261\" name=\"Versions\" ><h3 id=\"TheCancerGenomeAtlasOvarianCancerCollection(TCGAOV)-Version4(Current):Updated2020\/05\/29\">Version 4 (Current): Updated 2020\/05\/29<\/h3><div class=\"table-wrap\"><table class=\"wrapped relative-table confluenceTable\" style=\"width: 61.7572%;\"><colgroup><col style=\"width: 34.6586%;\"\/><col style=\"width: 65.297%;\"\/><\/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, 28.3GB)<\/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\/7569497\/TCIA_TCGA-OV_09-16-2015.tcia?version=1&amp;modificationDate=1534786980303&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=TCGA-OV\" 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>(Download requires the\u00a0<a href=\"https:\/\/wiki.cancerimagingarchive.net\/display\/NBIA\/Downloading+TCIA+Images\" rel=\"nofollow\">NBIA Data Retriever<\/a>)<\/p><p><strong>Note:<\/strong> When DICOM data are downloaded with the NBIA Data Retriever, the app uses &quot;Series Description&quot; values to construct descriptive directory names. In some series for this Collection, characters that are not allowed in directory names are present. So the workaround is to select the \u201cClassic Directory Name\u201d option, which is located above \u201cSelect Directory For Downloaded Files.\u201d\u00a0<\/p><\/div><\/td><\/tr><tr><td colspan=\"1\" class=\"confluenceTd\">Tissue Slide Images (web)<\/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:\/\/portal.gdc.cancer.gov\/image-viewer?filters=%7B%22op%22%3A%22and%22%2C%22content%22%3A%5B%7B%22content%22%3A%7B%22field%22%3A%22cases.case_id%22%2C%22value%22%3A%5B%22set_id%3AYEEmK4gB-Ny-1EyOwW07%22%5D%7D%2C%22op%22%3A%22IN%22%7D%2C%7B%22op%22%3A%22in%22%2C%22content%22%3A%7B%22field%22%3A%22cases.project.project_id%22%2C%22value%22%3A%5B%22TCGA-OV%22%5D%7D%7D%2C%7B%22op%22%3A%22in%22%2C%22content%22%3A%7B%22field%22%3A%22files.data_type%22%2C%22value%22%3A%5B%22Slide%20Image%22%5D%7D%7D%5D%7D\" 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><\/td><\/tr><tr><td colspan=\"1\" class=\"confluenceTd\">Clinical Data (TXT)<\/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\/7569497\/gdc_download_clinical_ov.tar.gz?version=1&amp;modificationDate=1590774363626&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\">Biomedical Data (TXT)<\/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\/7569497\/gdc_download_biomedical_ov.tar.gz?version=1&amp;modificationDate=1590774351126&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\">Genomics (web)<\/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:\/\/portal.gdc.cancer.gov\/projects\/TCGA-OV\" 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><\/td><\/tr><\/tbody><\/table><\/div><p>Updated clinical data link with latest spreadsheets from GDC. Added new biomedical spreadsheets from GDC.\u00a0<\/p><h3 id=\"TheCancerGenomeAtlasOvarianCancerCollection(TCGAOV)-Version3:Updated2020\/04\/03\">Version 3:\u00a0 Updated 2020\/04\/03<\/h3><p><span style=\"color: rgb(33,37,41);\">On 2020-04-03 DICOM tags associated with TCGA-30-1891 were updated with a corrected version of the file.<\/span><\/p><h3 id=\"TheCancerGenomeAtlasOvarianCancerCollection(TCGAOV)-Version2:Updated2016\/01\/05\">Version 2 : Updated 2016\/01\/05<\/h3><div class=\"table-wrap\"><table class=\"wrapped relative-table confluenceTable\" style=\"width: 61.4919%;\"><colgroup><col style=\"width: 34.7027%;\"\/><col style=\"width: 65.2613%;\"\/><\/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, 28.3GB)<\/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\/7569497\/TCIA_TCGA-OV_09-16-2015.tcia?version=1&amp;modificationDate=1534786980303&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=TCGA-OV\" 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>(Download requires the\u00a0<a href=\"https:\/\/wiki.cancerimagingarchive.net\/display\/NBIA\/Downloading+TCIA+Images\" rel=\"nofollow\">NBIA Data Retriever<\/a>)<\/p><\/div><\/td><\/tr><tr><td colspan=\"1\" class=\"confluenceTd\">Clinical Data (TXT)<\/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\/7569497\/TCGA-OV%20Clinical%20Data%201516.zip?version=1&amp;modificationDate=1452105785692&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\">Genomics (web)<\/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:\/\/portal.gdc.cancer.gov\/projects\/TCGA-OV\" 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><\/td><\/tr><\/tbody><\/table><\/div><p>Extracted latest release of clinical data (TXT) from the GDC Data Portal.<\/p><h3 id=\"TheCancerGenomeAtlasOvarianCancerCollection(TCGAOV)-Version1:Updated2014\/11\/05\">Version 1: Updated 2014\/11\/05<\/h3><div class=\"table-wrap\"><table class=\"wrapped relative-table confluenceTable\" style=\"width: 61.6511%;\"><colgroup><col style=\"width: 34.0205%;\"\/><col style=\"width: 65.9537%;\"\/><\/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, 28.3GB)<\/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\/7569497\/TCIA_TCGA-OV_09-16-2015.tcia?version=1&amp;modificationDate=1534786980303&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>(Download requires the\u00a0<a href=\"https:\/\/wiki.cancerimagingarchive.net\/display\/NBIA\/Downloading+TCIA+Images\" rel=\"nofollow\">NBIA Data Retriever<\/a>)<\/p><\/div><\/td><\/tr><tr><td colspan=\"1\" class=\"confluenceTd\">Clinical Data (TXT)<\/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\/7569497\/TCGA-OV%20Clinical%20Data%20File%20-%2071315.zip?version=1&amp;modificationDate=1436797268739&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\">Genomics (web)<\/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:\/\/portal.gdc.cancer.gov\/projects\/TCGA-OV\" 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><\/td><\/tr><\/tbody><\/table><\/div><\/div><\/div><\/div><\/div><p><br\/><\/p>","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<ul><li><a href=\"https:\/\/portal.imaging.datacommons.cancer.gov\/explore\/filters\/?collection_id=tcga_ov\">Imaging Data Commons (IDC)<\/a>\u00a0(Imaging Data)<\/li><li><a href=\"https:\/\/portal.gdc.cancer.gov\/projects\/TCGA-OV\">Genomic Data Commons (GDC)<\/a>\u00a0(Genomic, Digitized Histopathology &amp; Clinical Data)<\/li><\/ul>","cancer_locations":["Ovary"],"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=48464392\">Integration of CT-based Qualitative and Radiomic Features with Proteomic Variables in Patients with High-Grade Serous Ovarian Cancer: An Exploratory Analysis (TCGA-OV-Proteogenomics)<\/a><\/li><li><a href=\"\/pages\/viewpage.action?pageId=22515956\">Imaging Features, and Correlations with Genomic and Clinical Data from the TCGA Ovarian Radiology Research Group (TCGA-OV-Radiogenomics)<\/a><\/li><li><a href=\"\/pages\/viewpage.action?pageId=33948774\">Crowds Cure Cancer: Data collected at the RSNA 2017 annual meeting (Crowds-Cure-2017)<\/a><\/li><\/ul>","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":"The Cancer Genome Atlas Ovarian Cancer Collection","detailed_description":"<h3>GDC Data Portal - Clinical and Genomic Data<\/h3>\n<ul><li><p>The <a href=\"https:\/\/portal.gdc.cancer.gov\/exploration?filters=%7B%22op%22%3A%22and%22%2C%22content%22%3A%5B%7B%22op%22%3A%22in%22%2C%22content%22%3A%7B%22field%22%3A%22cases.project.program.name%22%2C%22value%22%3A%5B%22TCGA%22%5D%7D%7D%2C%7B%22op%22%3A%22in%22%2C%22content%22%3A%7B%22field%22%3A%22cases.project.project_id%22%2C%22value%22%3A%5B%22TCGA-OV%22%5D%7D%7D%5D%7D\">GDC Data Porta<\/a><a href=\"http:\/\/tcga-data.nci.nih.gov\/tcga\">l<\/a>\u00a0has extensive clinical and genomic data, which can be matched to the patient identifiers on the images here in TCIA. Below is a snapshot of clinical data available for the cases with imaging on the TCIA (extracted on 1\/5\/2016):<\/p><ul><li><a data-linked-resource-container-id=\"7569497\" data-linked-resource-container-version=\"91\" data-linked-resource-content-type=\"application\/zip\" data-linked-resource-default-alias=\"TCGA-OV Clinical Data 1516.zip\" data-linked-resource-id=\"22643032\" data-linked-resource-type=\"attachment\" data-linked-resource-version=\"1\" data-nice-type=\"Zip Archive\" download=\"\" href=\"\/wp-content\/uploads\/TCGA-OV-Clinical-Data-1516.zip\" target=\"_blank\">TCGA-OV Clinical Data.zip<\/a><\/li><\/ul><p>Case report forms (with verbose explanations) used to collect the clinical data can be found on the Biospecimen Core Resource Clinical Data Forms linked below:<\/p><ul><li><a href=\"https:\/\/www.nationwidechildrens.org\/-\/media\/nch\/research\/documents\/tcga\/ovary-case-quality-control-form.ashx\">Ovary Case Quality Control Form<\/a><\/li><li><a href=\"https:\/\/www.nationwidechildrens.org\/-\/media\/nch\/research\/documents\/tcga\/ovary-enrollment-form.ashx\">Ovary Enrollment Form<\/a><\/li><li><a href=\"https:\/\/www.nationwidechildrens.org\/-\/media\/nch\/research\/documents\/tcga\/ovary-followup-form.ashx\">Ovary Follow-Up Form<\/a><\/li><\/ul><p>Additional Documentation<\/p><ul><li><a download=\"\" href=\"\/wp-content\/uploads\/OV-clinical_follow_up_v1.0.xls\" target=\"_blank\">OV Clinical Follow Up<\/a><\/li><li><a href=\"http:\/\/www.nationwidechildrens.org\/ovary-case-quality-control-form\">O<\/a><a download=\"\" href=\"\/wp-content\/uploads\/OV-clinical_follow_up_notes.xls\" target=\"_blank\">V Clinical Follow up Notes<\/a><\/li><\/ul><p>Cases by Site:<\/p><ul><li><a href=\"http:\/\/www.nationwidechildrens.org\/ovary-enrollment-form\">O<\/a><a download=\"\" href=\"\/wp-content\/uploads\/OV-TCIA-cases-by-site.xls\" target=\"_blank\">V TCIA Cases - listed by site<\/a><\/li><li><a download=\"\" href=\"\/wp-content\/uploads\/OV-TCIA-list-by-source-site-code.docx\" target=\"_blank\">OV TCIA Cases - listed by source site code<\/a><br\/><br\/><\/li><\/ul><\/li><\/ul>\nShared List: \u00a0<strong><a href=\"https:\/\/nbia.cancerimagingarchive.net\/nbia-search\/?saved-cart=Ovarian%20Cases%20with%20Early%20Post-Operative%20Scans\">Ovarian Cases with Early Post-Operative Scans<\/a><\/strong>\nThis shared list is tor researchers wanting to evaluate the completeness \u00a0of OV tumor surgical de-bulking, this group of cases has sequential CT scans that have both pre-op (baseline) and early post-op (less than ~ 2 months).\u00a0\n<h3>A Note about TCIA and TCGA Subject Identifiers and Dates<\/h3>\n<strong>Subject Identifiers:<\/strong>\u00a0a subject with radiology images stored in TCIA is identified with a Patient ID that is identical to the Patient ID of the same subject with demographic, clinical, pathological, and\/or genomic data stored in TCGA. For each TCGA case, the baseline TCGA imaging studies found on TCIA are pre-surgical.\u00a0\n<strong>Dates:<\/strong>\u00a0TCIA and TCGA handle dates differently, and there are no immediate plans to reconcile:\n<ul><li><u>TCIA Dates:<\/u>\u00a0dates (be they birth dates, imaging study dates, etc.) in the Digital Imaging and Communications in Medicine (DICOM) headers of TCIA radiology images have been offset by a random number of days. The offset is a number of days between 3 and 10 years prior to the real date that is consistent for each TCIA image-submitting site and collection, but that varies among sites and among collections from the same site. Thus, the number of days between a subject\u2019s longitudinal imaging studies are accurately preserved when more than one study has been archived while still meeting HIPAA requirements.<\/li><li><u>TCGA Dates:<\/u>\u00a0the patient demographic and clinical event dates are all the number of days from the index date, which is the actual date of pathologic diagnosis. So all the dates in the data are relative negative or positive integers, except for the \u201cdays_to_pathologic_diagnosis\u201d value, which is 0 \u2013 the index date. The years of birth and diagnosis are maintained in the distributed clinical data file. The NCI retains a copy of the data with complete dates, but those data are not made available.With regard to other TCGA dates, if a date comes from a HIPAA \u201ccovered entity\u2019s\u201d medical record, it is turned into the relative day count from the index date. Dates like the date TCGA received the specimen or when the TCGA case report form was filled out are not such covered dates, and they will appear as\u00a0real dates (month, day, and year).<\/li><\/ul>","related_analysis_results":["TCGA-OV-RADIOGENOMICS","CROWDS-CURE-2017","TCGA-OV-PROTEOGENOMICS"],"subjects":"143","collection_short_title":"TCGA-OV","data_types":["CT","MR","Pathology"],"date_updated":"2023-09-13","collection_browse_title":"","supporting_data":["Clinical","Genomics","Image Analyses"],"collection_featured_image":false,"collection_summary":"The Cancer Genome Atlas Ovarian Cancer (TCGA-OV) data collection is part of a larger effort to\u00a0build a research community focused on connecting cancer phenotypes to genotypes by providing clinical images matched to subjects from\u00a0<a href=\"http:\/\/cancergenome.nih.gov\/\">The Cancer Genome Atlas (TCGA)<\/a>. Clinical, genetic, and pathological data resides in the\u00a0<a href=\"https:\/\/portal.gdc.cancer.gov\/exploration?filters=%7B%22op%22%3A%22and%22%2C%22content%22%3A%5B%7B%22op%22%3A%22in%22%2C%22content%22%3A%7B%22field%22%3A%22cases.project.program.name%22%2C%22value%22%3A%5B%22TCGA%22%5D%7D%7D%2C%7B%22op%22%3A%22in%22%2C%22content%22%3A%7B%22field%22%3A%22cases.project.project_id%22%2C%22value%22%3A%5B%22TCGA-OV%22%5D%7D%7D%5D%7D\">Genomic Data Commons (GDC) Data Portal<\/a> while the radiological data is stored on The Cancer Imaging Archive (TCIA).\u00a0\nMatched TCGA patient identifiers allow researchers to explore the TCGA\/TCIA databases for correlations between tissue genotype, radiological phenotype and patient outcomes. Tissues for TCGA were collected from many sites all over the world in order to reach their accrual targets, usually around 500 specimens per cancer type. For this reason the image data sets are also extremely heterogeneous in terms of scanner modalities, manufacturers and acquisition protocols. In most cases the images were acquired as part of routine care and not as part of a controlled research study or clinical trial.\u00a0\n<h3>CIP TCGA Radiology Initiative<\/h3>\nImaging Source Site (ISS) Groups are being populated and governed by participants from institutions that have provided imaging data to the archive for a given cancer type. Modeled after TCGA analysis groups, ISS groups are given the opportunity to publish a marker paper for a given cancer type\u00a0per\u00a0the guidelines in the table above. This opportunity will generate increased participation in building these multi-institutional data sets as they become an open community resource. Learn more about the\u00a0<a href=\"\/display\/Public\/TCGA+Ovarian+Phenotype+Research+Group\">TCGA Ovarian Phenotype Research Group<\/a>.","collection_acknowledgements":"We would like to acknowledge the individuals and institutions that have provided data for this collection:\n<ul><li>University of Pittsburgh\/UPMC, Pittsburgh, PA - Special thanks to\u00a0<strong>Chandra Holback<\/strong>,\u00a0<strong>MD<\/strong>\u00a0and\u00a0<strong>Rose Jarosz<\/strong>.<\/li><li><p>Washington University School of Medicine, St. Louis, MO - Special thanks to\u00a0<strong>Fred Prior, Ph.D.<\/strong>\u00a0from the Electronic Radiology Lab, Mallinckrodt Institute and\u00a0<strong>David G Mutch<\/strong>,\u00a0<strong>MD<\/strong>,\u00a0<strong>Ira C<\/strong>,\u00a0<strong>MD<\/strong>\u00a0&amp;\u00a0<strong>Judith Gall, MD Ob\/Gyn<\/strong>.\u00a0\u00a0<\/p><\/li><li>MD Anderson Cancer Center, Houston TX - Special thanks to\u00a0<strong>Priya Bhosale, MD\u00a0<\/strong>and\u00a0<strong>Kimberly Garcia.<\/strong><\/li><li>University of North Carolina, Chapel Hill, NC - Special thanks to\u00a0<strong>Yueh Lee, MD, PhD<\/strong>\u00a0and\u00a0<strong>Shanah Kirk<\/strong>.<\/li><li><p>Brigham &amp; Women's Hospital, Boston, MA\u00a0- Special thanks to<strong>\u00a0<\/strong><strong>Cheryl A. Sadow, MD\u00a0<\/strong>and<strong>\u00a0Seth Levine<\/strong>.<\/p><\/li><li><p>Memorial Sloan-Kettering Cancer Center, New York, NY - Special thanks to\u00a0<strong>Evis Sala, MD, PhD<\/strong>\u00a0and<strong>\u00a0Pierre Elnajjar<\/strong>.<\/p><\/li><li>University of California, San Francisco, CA - Special thanks to\u00a0<strong>Tara Morgan, MD<\/strong><\/li><li>Mayo Clinic, Rochester, MN - Special thanks to\u00a0<strong>Brad Erickson, MD, PhD. Ca<\/strong><\/li><\/ul>\n<br\/>","collection_funding":"","hide_from_browse_table":[],"_links":{"self":[{"href":"https:\/\/cm.vastapps.dev\/api\/v1\/collections\/5711"}],"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=5711"}],"wp:term":[{"taxonomy":"tcia_citation_tax","embeddable":true,"href":"https:\/\/cm.vastapps.dev\/api\/v1\/citation-tax?post=5711"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}