{"id":5755,"date":"2023-09-04T03:36:00","date_gmt":"2023-09-04T03:36:00","guid":{"rendered":"https:\/\/cm.vastapps.dev\/tcia-analysis-result\/image-compression-simulation\/"},"modified":"2023-09-13T12:08:57","modified_gmt":"2023-09-13T12:08:57","slug":"image-compression-simulation","status":"publish","type":"tcia_analysis_result","link":"https:\/\/cm.vastapps.dev\/tcia-analysis-result\/image-compression-simulation\/","title":{"rendered":"IMAGE-COMPRESSION-SIMULATION"},"featured_media":0,"template":"","cancer_types":false,"citations":[4757,4758,2925],"full_export":"<h2 id=\"ImageDataUsedintheSimulationsof&quot;TheRoleofImageCompressionStandardsinMedicalImaging:CurrentStatusandFutureTrends&quot;(ImageCompressionSimulation)-Description\">Description<\/h2><p>These are the 3D image data used in the simulations of the paper &quot;The Role of Image Compression Standards in Medical Imaging: Current Status and Future Trends&quot;. 10 series per collection were selected from <a href=\"https:\/\/wiki.cancerimagingarchive.net\/pages\/viewpage.action?pageId=3539213\">CT COLONOGRAPHY (ACRIN 6664)<\/a>, <a href=\"https:\/\/wiki.cancerimagingarchive.net\/pages\/viewpage.action?pageId=1966254\">Data from The Lung Image Database Consortium (LIDC) and Image Database Resource Initiative (IDRI): A completed reference database of lung nodules on CT scans (LIDC-IDRI)<\/a>,\u00a0<a href=\"https:\/\/wiki.cancerimagingarchive.net\/pages\/viewpage.action?pageId=3539225\">The Cancer Genome Atlas Breast Invasive Carcinoma Collection (TCGA-BRCA)<\/a>, and\u00a0<a href=\"https:\/\/wiki.cancerimagingarchive.net\/pages\/viewpage.action?pageId=1966258\">The Cancer Genome Atlas Glioblastoma Multiforme Collection (TCGA-GBM)<\/a> for analysis.\u00a0\u00a0Lossless and lossy compression algorithms, including JPEG, JPEG-LS, JPEG-XR, JPEG2000, HEVC, are used to compress and decompress the images. Their performances are compared in the paper.<\/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=\"#22518423430dd5eeb039467d9ba5fc3f0a09a977\"><strong>Data Access<\/strong><\/a> <\/li><li class=\"menu-item bv-localtab \"><a href=\"#2251842361271ed6b51e4556b16e92c747ef4952\"><strong>Detailed Description<\/strong><\/a> <\/li><li class=\"menu-item bv-localtab \"><a href=\"#22518423c58953f5bebf40a985446ffbef466d6b\"><strong>Citations &amp; Data Usage Policy<\/strong><\/a> <\/li><li class=\"menu-item bv-localtab \"><a href=\"#22518423458cfbd293bc4c0cb9c0feba68de0069\"><strong>Versions<\/strong><\/a> <\/li><\/ul><div class=\"tabs-pane  active-pane \" id=\"22518423430dd5eeb039467d9ba5fc3f0a09a977\" active=\"true\" name=\"Data Access\" ><h3 id=\"ImageDataUsedintheSimulationsof&quot;TheRoleofImageCompressionStandardsinMedicalImaging:CurrentStatusandFutureTrends&quot;(ImageCompressionSimulation)-DataAccess\"><span style=\"color: rgb(23,43,77);\">Data Access<\/span><\/h3><h3 id=\"ImageDataUsedintheSimulationsof&quot;TheRoleofImageCompressionStandardsinMedicalImaging:CurrentStatusandFutureTrends&quot;(ImageCompressionSimulation)-CollectionsUsedinthisThirdPartyAnalysis\"><strong style=\"text-align: left;\"><span style=\"color: rgb(29,28,29);text-decoration: none;\">Collections Used in this Third Party Analysis<\/span><\/strong><\/h3><p><span style=\"color: rgb(29,28,29);text-decoration: none;\">Below is a list of the Collections used in these analyses:<\/span><\/p><div class=\"table-wrap\"><table class=\"wrapped fixed-width confluenceTable\" style=\"width: 53.8514%;\"><colgroup><col style=\"width: 39.5786%;\"\/><col style=\"width: 39.0797%;\"\/><col style=\"width: 21.3176%;\"\/><\/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\"><span style=\"color: rgb(33,37,41);\">Corresponding Original Images from<\/span>\u00a0<a href=\"https:\/\/doi.org\/10.7937\/K9\/TCIA.2015.NWTESAY1\" class=\"external-link\" rel=\"nofollow\">CT COLONOGRAPHY<\/a> (DICOM)<\/td><td class=\"confluenceTd\"><div class=\"content-wrapper\"><p><br\/>\n\n<span class=\"confluence-embedded-file-wrapper confluence-embedded-manual-size\">\n   <a href=\"https:\/\/wiki.cancerimagingarchive.net\/download\/attachments\/22518423\/doiJNLP_TCGA-COLONOGRAPHY_Data.tcia?api=v2\" rel=\"nofollow\"><button class=\"tcia-btn tcia-download-color\"><i class=\"fa fa-cloud-download\" \/> Download<\/button><\/a>\u00a0\n<\/span><span style=\"color: rgb(33,37,41);\">(Download requires <\/span><a rel=\"nofollow\" style=\"text-decoration: none;text-align: left;\" href=\"https:\/\/wiki.cancerimagingarchive.net\/display\/NBIA\/Downloading+TCIA+Images\">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\"><span style=\"color: rgb(33,37,41);\">Corresponding Original Images from<\/span>\u00a0<a href=\"https:\/\/doi.org\/10.7937\/K9\/TCIA.2015.LO9QL9SX\" class=\"external-link\" rel=\"nofollow\">LIDC-IDRI<\/a> (DICOM)<\/td><td class=\"confluenceTd\"><div class=\"content-wrapper\"><p><br\/>\n\n<span class=\"confluence-embedded-file-wrapper confluence-embedded-manual-size\">\n   <a href=\"https:\/\/wiki.cancerimagingarchive.net\/download\/attachments\/22518423\/doiJNLP_LIDC-IDRI_Data.tcia?api=v2\" rel=\"nofollow\"><button class=\"tcia-btn tcia-download-color\"><i class=\"fa fa-cloud-download\" \/> Download<\/button><\/a>\u00a0\n<\/span><span style=\"color: rgb(33,37,41);\">(Download requires <\/span><a href=\"https:\/\/wiki.cancerimagingarchive.net\/display\/NBIA\/Downloading+TCIA+Images\" style=\"text-decoration: none;text-align: left;\" 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\"><span style=\"color: rgb(33,37,41);\">Corresponding Original Images from<\/span> <a href=\"https:\/\/doi.org\/10.7937\/K9\/TCIA.2016.AB2NAZRP\" class=\"external-link\" rel=\"nofollow\">TCGA-BRCA<\/a> (DICOM)<\/td><td class=\"confluenceTd\"><div class=\"content-wrapper\"><p><br\/>\n\n<span class=\"confluence-embedded-file-wrapper confluence-embedded-manual-size\">\n   <a href=\"https:\/\/wiki.cancerimagingarchive.net\/download\/attachments\/22518423\/doiJNLP_TCGA-BRCA_Data.tcia?api=v2\" rel=\"nofollow\"><button class=\"tcia-btn tcia-download-color\"><i class=\"fa fa-cloud-download\" \/> Download<\/button><\/a>\u00a0\n<\/span><span style=\"color: rgb(33,37,41);\">(Download requires <\/span><a rel=\"nofollow\" style=\"text-decoration: none;text-align: left;\" href=\"https:\/\/wiki.cancerimagingarchive.net\/display\/NBIA\/Downloading+TCIA+Images\">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\"><span style=\"color: rgb(33,37,41);\">Corresponding Original Images from<\/span> <a href=\"https:\/\/doi.org\/10.7937\/K9\/TCIA.2016.RNYFUYE9\" class=\"external-link\" rel=\"nofollow\">TCGA-GBM<\/a> (DICOM)<\/td><td class=\"confluenceTd\"><div class=\"content-wrapper\"><p><br\/>\n\n<span class=\"confluence-embedded-file-wrapper confluence-embedded-manual-size\">\n   <a href=\"https:\/\/wiki.cancerimagingarchive.net\/download\/attachments\/22518423\/doiJNLP_TCGA-GBM_Data.tcia?api=v2\" rel=\"nofollow\"><button class=\"tcia-btn tcia-download-color\"><i class=\"fa fa-cloud-download\" \/> Download<\/button><\/a>\u00a0\n<\/span><span style=\"color: rgb(33,37,41);\">(Download requires <\/span><a style=\"text-decoration: none;text-align: left;\" href=\"https:\/\/wiki.cancerimagingarchive.net\/display\/NBIA\/Downloading+TCIA+Images\" 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 class=\"auto-cursor-target\">\n<a href=\"https:\/\/wiki.cancerimagingarchive.net\/download\/attachments\/4556915\/TCIA%20Restricted%20License%2020220519.pdf?version=1&amp;modificationDate=1652964581655&amp;api=v2\" class=\"external-link\" rel=\"nofollow\">TCIA Restricted<\/a><\/p><\/div><\/td><\/tr><\/tbody><\/table><\/div><p><span style=\"color: rgb(23,43,77);\">Please contact <a rel=\"nofollow\" class=\"external-link\" href=\"mailto:help@cancerimagingarchive.net\">help@cancerimagingarchive.net<\/a> with any questions regarding usage.<\/span><\/p><\/div><div class=\"tabs-pane \" id=\"2251842361271ed6b51e4556b16e92c747ef4952\" name=\"Detailed Description\" ><h3 id=\"ImageDataUsedintheSimulationsof&quot;TheRoleofImageCompressionStandardsinMedicalImaging:CurrentStatusandFutureTrends&quot;(ImageCompressionSimulation)-DetailedDescription\">Detailed Description<\/h3><p>This Collection used subsets of existing TCIA data.\u00a0<\/p><div class=\"table-wrap\"><table class=\"wrapped confluenceTable\"><colgroup><col\/><col\/><\/colgroup><tbody><tr><th scope=\"col\" class=\"confluenceTh\">Collection Statistics<\/th><th scope=\"col\" class=\"confluenceTh\">Radiology<\/th><\/tr><tr><td class=\"confluenceTd\">Modalities<\/td><td class=\"confluenceTd\">MR,CT<\/td><\/tr><tr><td class=\"confluenceTd\">Number of Participants<\/td><td class=\"confluenceTd\">37<\/td><\/tr><tr><td class=\"confluenceTd\">Number of Studies<\/td><td class=\"confluenceTd\">40<\/td><\/tr><tr><td class=\"confluenceTd\">Number of Series<\/td><td class=\"confluenceTd\">40<\/td><\/tr><tr><td class=\"confluenceTd\">Number of Images<\/td><td class=\"confluenceTd\">9,252<\/td><\/tr><tr><td class=\"confluenceTd\">Image Size (GB)<\/td><td class=\"confluenceTd\">3.9<\/td><\/tr><\/tbody><\/table><\/div><p class=\"auto-cursor-target\">manifest (note includes limited-access data):\u00a0<a href=\"https:\/\/wiki.cancerimagingarchive.net\/download\/attachments\/22518423\/ics_metadata.csv?version=1&amp;modificationDate=1694053125224&amp;api=v2\" data-linked-resource-id=\"140312842\" data-linked-resource-version=\"1\" data-linked-resource-type=\"attachment\" data-linked-resource-default-alias=\"ics_metadata.csv\" data-linked-resource-content-type=\"text\/csv\" data-linked-resource-container-id=\"22518423\" data-linked-resource-container-version=\"24\">ics_metadata.csv<\/a><\/p><\/div><div class=\"tabs-pane \" id=\"22518423c58953f5bebf40a985446ffbef466d6b\" name=\"Citations BITVOODOO_ANDamp; Data Usage Policy\" ><h3 id=\"ImageDataUsedintheSimulationsof&quot;TheRoleofImageCompressionStandardsinMedicalImaging:CurrentStatusandFutureTrends&quot;(ImageCompressionSimulation)-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>Liu, F., Hernandez-Cabrero, M., Sanchez, V., Marcellin, M. W., &amp; Bilgin, A. (2016). <strong>Image Data Used in the Simulations of The Role of Image Compression Standards in Medical Imaging: Current Status and Future Trends (Image-Compression-Simulation) [Data set].<\/strong> The Cancer Imaging Archive. <a href=\"https:\/\/doi.org\/10.7937\/K9\/TCIA.2016.xHsOkCdc\" class=\"external-link\" rel=\"nofollow\">https:\/\/doi.org\/10.7937\/K9\/TCIA.2016.xHsOkCdc<\/a><span style=\"color: rgb(102,102,102);\"><br style=\"color: rgb(0,0,255);\"\/><\/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><span style=\"color: rgb(102,102,102);\"><span style=\"color: rgb(0,0,0);\">Liu, F., Hernandez-Cabronero, M., Sanchez, V., Marcellin, M., &amp; Bilgin, A. (2017). <strong>The Current Role of Image Compression Standards in Medical Imaging.<\/strong> In Information (Vol. 8, Issue 4, p. 131). MDPI AG. <a href=\"https:\/\/doi.org\/10.3390\/info8040131\" class=\"external-link\" rel=\"nofollow\">https:\/\/doi.org\/10.3390\/info8040131<\/a><\/span><\/span><span style=\"color: rgb(102,102,102);\"><br\/><\/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><span style=\"color: rgb(0,0,0);\">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). <\/span><strong>The Cancer Imaging Archive (TCIA): Maintaining and Operating a Public Information Repository.<\/strong><span style=\"color: rgb(0,0,0);\"> 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> PMCID: PMC3824915<\/span><\/p><\/div><\/div><p><br\/><\/p><h3 id=\"ImageDataUsedintheSimulationsof&quot;TheRoleofImageCompressionStandardsinMedicalImaging:CurrentStatusandFutureTrends&quot;(ImageCompressionSimulation)-OtherPublicationsUsingThisData\">Other Publications Using This Data<\/h3><p><span>TCIA maintains <\/span><a class=\"external-link\" href=\"https:\/\/www.cancerimagingarchive.net\/publications\/\" rel=\"nofollow\">a list of publications<\/a><span> that leverage our data. <\/span> If you have a manuscript you'd like to add please<a class=\"external-link\" rel=\"nofollow\" href=\"http:\/\/www.cancerimagingarchive.net\/support\/\"> contact TCIA's Helpdesk<\/a>.<\/p><\/div><div class=\"tabs-pane \" id=\"22518423458cfbd293bc4c0cb9c0feba68de0069\" name=\"Versions\" ><h3 id=\"ImageDataUsedintheSimulationsof&quot;TheRoleofImageCompressionStandardsinMedicalImaging:CurrentStatusandFutureTrends&quot;(ImageCompressionSimulation)-Version1(Current):2016\/12\/08\">Version 1 (Current): 2016\/12\/08<\/h3><div class=\"table-wrap\"><table class=\"wrapped fixed-width confluenceTable\" style=\"width: 64.2368%;\"><colgroup><col style=\"width: 19.5929%;\"\/><col style=\"width: 40.9602%;\"\/><col style=\"width: 39.4698%;\"\/><\/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\">CT Images (DICOM)<\/td><td class=\"confluenceTd\"><div class=\"content-wrapper\"><p><br\/>\n\n<span class=\"confluence-embedded-file-wrapper confluence-embedded-manual-size\">\n   <a href=\"https:\/\/wiki.cancerimagingarchive.net\/download\/attachments\/22518423\/doiJNLP_TCGA-COLONOGRAPHY_Data.tcia?api=v2\" rel=\"nofollow\"><button class=\"tcia-btn tcia-download-color\"><i class=\"fa fa-cloud-download\" \/> Download<\/button><\/a>\u00a0\n<\/span><span style=\"color: rgb(33,37,41);\">(Download requires\u00a0the\u00a0<\/span><a href=\"https:\/\/wiki.cancerimagingarchive.net\/display\/NBIA\/Downloading+TCIA+Images\" rel=\"nofollow\" style=\"text-decoration: none;text-align: left;\">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\">LIDC images (DICOM)<\/td><td class=\"confluenceTd\"><div class=\"content-wrapper\"><p><br\/>\n\n<span class=\"confluence-embedded-file-wrapper confluence-embedded-manual-size\">\n   <a href=\"https:\/\/wiki.cancerimagingarchive.net\/download\/attachments\/22518423\/doiJNLP_LIDC-IDRI_Data.tcia?api=v2\" rel=\"nofollow\"><button class=\"tcia-btn tcia-download-color\"><i class=\"fa fa-cloud-download\" \/> Download<\/button><\/a>\u00a0\n<\/span><span style=\"color: rgb(33,37,41);\">(Download requires\u00a0the\u00a0<\/span><a style=\"text-decoration: none;text-align: left;\" rel=\"nofollow\" href=\"https:\/\/wiki.cancerimagingarchive.net\/display\/NBIA\/Downloading+TCIA+Images\">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\">TCGA-BRCA images (DICOM)<\/td><td class=\"confluenceTd\"><div class=\"content-wrapper\"><p><br\/>\n\n<span class=\"confluence-embedded-file-wrapper confluence-embedded-manual-size\">\n   <a href=\"https:\/\/wiki.cancerimagingarchive.net\/download\/attachments\/22518423\/doiJNLP_TCGA-BRCA_Data.tcia?api=v2\" rel=\"nofollow\"><button class=\"tcia-btn tcia-download-color\"><i class=\"fa fa-cloud-download\" \/> Download<\/button><\/a>\u00a0\n<\/span><span style=\"color: rgb(33,37,41);\">(Download requires\u00a0the\u00a0<\/span><a href=\"https:\/\/wiki.cancerimagingarchive.net\/display\/NBIA\/Downloading+TCIA+Images\" style=\"text-decoration: none;text-align: left;\" 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\">TCGA-GBM images (DICOM)<\/td><td class=\"confluenceTd\"><div class=\"content-wrapper\"><p><br\/>\n\n<span class=\"confluence-embedded-file-wrapper confluence-embedded-manual-size\">\n   <a href=\"https:\/\/wiki.cancerimagingarchive.net\/download\/attachments\/22518423\/doiJNLP_TCGA-GBM_Data.tcia?api=v2\" rel=\"nofollow\"><button class=\"tcia-btn tcia-download-color\"><i class=\"fa fa-cloud-download\" \/> Download<\/button><\/a>\u00a0\n<\/span><span style=\"color: rgb(33,37,41);\">(Download requires\u00a0the\u00a0<\/span><a style=\"text-decoration: none;text-align: left;\" rel=\"nofollow\" href=\"https:\/\/wiki.cancerimagingarchive.net\/display\/NBIA\/Downloading+TCIA+Images\">NBIA Data Retriever<\/a><span style=\"color: rgb(33,37,41);\">)<\/span><\/p><\/div><\/td><td class=\"confluenceTd\"><div class=\"content-wrapper\"><p><br\/><\/p><\/div><p class=\"auto-cursor-target\">\n<a href=\"https:\/\/wiki.cancerimagingarchive.net\/download\/attachments\/4556915\/TCIA%20Restricted%20License%2020220519.pdf?version=1&amp;modificationDate=1652964581655&amp;api=v2\" class=\"external-link\" rel=\"nofollow\">TCIA Restricted<\/a><\/p><\/td><\/tr><\/tbody><\/table><\/div><\/div><\/div><\/div><\/div>","make_new_version_button":"","related_collections":false,"result_doi":"10.7937\/K9\/TCIA.2016.xHsOkCdc","versions":false,"cancer_locations":false,"publications_related":"","result_download_info":"Data Access","result_downloads":false,"result_page_accessibility":"Public","version_change_log_archived":"","additional_resources":"","date_updated":"2023-09-13","publications_using":"TCIA maintains <a href=\"https:\/\/www.cancerimagingarchive.net\/publications\/\">a list of publications<\/a> that leverage our data.  If you have a manuscript you'd like to add please<a href=\"http:\/\/www.cancerimagingarchive.net\/support\/\"> contact TCIA's Helpdesk<\/a>.","result_title":"Image Data Used in the Simulations of \"The Role of Image Compression Standards in Medical Imaging: Current Status and Future Trends\"","subjects":[],"detailed_description":"This Collection used subsets of existing TCIA data.\u00a0\n\nmanifest (note includes limited-access data):\u00a0<a data-linked-resource-container-id=\"22518423\" data-linked-resource-container-version=\"24\" data-linked-resource-content-type=\"text\/csv\" data-linked-resource-default-alias=\"ics_metadata.csv\" data-linked-resource-id=\"140312842\" data-linked-resource-type=\"attachment\" data-linked-resource-version=\"1\" download=\"\" href=\"\/wp-content\/uploads\/ics_metadata.csv\" target=\"_blank\">ics_metadata.csv<\/a>","result_short_title":"Image-Compression-Simulation","supporting_data":false,"version_change_log":"","collections":"Below is a list of the Collections used in these analyses:\n<table><colgroup><col\/><col\/><col\/><\/colgroup><tbody><tr><th>Data Type<\/th><th>Download all or Query\/Filter<\/th><th>License<\/th><\/tr><tr><td>Corresponding Original Images from\u00a0<a href=\"https:\/\/doi.org\/10.7937\/K9\/TCIA.2015.NWTESAY1\">CT COLONOGRAPHY<\/a> (DICOM)<\/td><td><div><p><br\/>\n<a download=\"\" href=\"\/wp-content\/uploads\/doiJNLP_TCGA-COLONOGRAPHY_Data.tcia\" target=\"_blank\"><button><i> <\/i> Download<\/button><\/a>\u00a0\n(Download requires <a href=\"https:\/\/wiki.cancerimagingarchive.net\/display\/NBIA\/Downloading+TCIA+Images\">NBIA Data Retriever<\/a>)<\/p><\/div><\/td><td><div><p>\n<a href=\"https:\/\/creativecommons.org\/licenses\/by\/3.0\/\">CC BY 3.0<\/a><\/p><\/div><\/td><\/tr><tr><td>Corresponding Original Images from\u00a0<a href=\"https:\/\/doi.org\/10.7937\/K9\/TCIA.2015.LO9QL9SX\">LIDC-IDRI<\/a> (DICOM)<\/td><td><div><p><br\/>\n<a download=\"\" href=\"\/wp-content\/uploads\/doiJNLP_LIDC-IDRI_Data.tcia\" target=\"_blank\"><button><i> <\/i> Download<\/button><\/a>\u00a0\n(Download requires <a href=\"https:\/\/wiki.cancerimagingarchive.net\/display\/NBIA\/Downloading+TCIA+Images\">NBIA Data Retriever<\/a>)<\/p><\/div><\/td><td><div><p>\n<a href=\"https:\/\/creativecommons.org\/licenses\/by\/3.0\/\">CC BY 3.0<\/a><\/p><\/div><\/td><\/tr><tr><td>Corresponding Original Images from <a href=\"https:\/\/doi.org\/10.7937\/K9\/TCIA.2016.AB2NAZRP\">TCGA-BRCA<\/a> (DICOM)<\/td><td><div><p><br\/>\n<a download=\"\" href=\"\/wp-content\/uploads\/doiJNLP_TCGA-BRCA_Data.tcia\" target=\"_blank\"><button><i> <\/i> Download<\/button><\/a>\u00a0\n(Download requires <a href=\"https:\/\/wiki.cancerimagingarchive.net\/display\/NBIA\/Downloading+TCIA+Images\">NBIA Data Retriever<\/a>)<\/p><\/div><\/td><td><div><p>\n<a href=\"https:\/\/creativecommons.org\/licenses\/by\/3.0\/\">CC BY 3.0<\/a><\/p><\/div><\/td><\/tr><tr><td>Corresponding Original Images from <a href=\"https:\/\/doi.org\/10.7937\/K9\/TCIA.2016.RNYFUYE9\">TCGA-GBM<\/a> (DICOM)<\/td><td><div><p><br\/>\n<a download=\"\" href=\"\/wp-content\/uploads\/doiJNLP_TCGA-GBM_Data.tcia\" target=\"_blank\"><button><i> <\/i> Download<\/button><\/a>\u00a0\n(Download requires <a href=\"https:\/\/wiki.cancerimagingarchive.net\/display\/NBIA\/Downloading+TCIA+Images\">NBIA Data Retriever<\/a>)<\/p><\/div><\/td><td><div><p>\n<a href=\"https:\/\/wiki.cancerimagingarchive.net\/download\/attachments\/4556915\/TCIA%20Restricted%20License%2020220519.pdf?version=1&amp;modificationDate=1652964581655&amp;api=v2\">TCIA Restricted<\/a><\/p><\/div><\/td><\/tr><\/tbody><\/table>\nPlease contact <a href=\"mailto:help@cancerimagingarchive.net\">help@cancerimagingarchive.net<\/a> with any questions regarding usage.","result_browse_title":"","version_number":[],"collection_downloads":[5848,5849,5850,5851],"result_summary":"These are the 3D image data used in the simulations of the paper \"The Role of Image Compression Standards in Medical Imaging: Current Status and Future Trends\". 10 series per collection were selected from <a href=\"\/pages\/viewpage.action?pageId=3539213\">CT COLONOGRAPHY (ACRIN 6664)<\/a>, <a href=\"\/pages\/viewpage.action?pageId=1966254\">Data from The Lung Image Database Consortium (LIDC) and Image Database Resource Initiative (IDRI): A completed reference database of lung nodules on CT scans (LIDC-IDRI)<\/a>,\u00a0<a href=\"\/pages\/viewpage.action?pageId=3539225\">The Cancer Genome Atlas Breast Invasive Carcinoma Collection (TCGA-BRCA)<\/a>, and\u00a0<a href=\"\/pages\/viewpage.action?pageId=1966258\">The Cancer Genome Atlas Glioblastoma Multiforme Collection (TCGA-GBM)<\/a> for analysis.\u00a0\u00a0Lossless and lossy compression algorithms, including JPEG, JPEG-LS, JPEG-XR, JPEG2000, HEVC, are used to compress and decompress the images. Their performances are compared in the paper.","result_featured_image":false,"result_acknowledgements":"","hide_from_browse_table":[],"_links":{"self":[{"href":"https:\/\/cm.vastapps.dev\/api\/v1\/analysis-results\/5755"}],"collection":[{"href":"https:\/\/cm.vastapps.dev\/api\/v1\/analysis-results"}],"about":[{"href":"https:\/\/cm.vastapps.dev\/api\/wp\/v2\/types\/tcia_analysis_result"}],"wp:attachment":[{"href":"https:\/\/cm.vastapps.dev\/api\/wp\/v2\/media?parent=5755"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}