{"id":41845,"date":"2023-11-20T01:54:57","date_gmt":"2023-11-20T07:54:57","guid":{"rendered":"https:\/\/stage.cancerimagingarchive.net\/collection\/c-nmc-2019\/"},"modified":"2024-11-15T16:36:03","modified_gmt":"2024-11-15T22:36:03","slug":"c-nmc-2019","status":"publish","type":"tcia_collection","link":"https:\/\/stage.cancerimagingarchive.net\/collection\/c-nmc-2019\/","title":{"rendered":"C-NMC-2019"},"featured_media":0,"template":"","class_list":["post-41845","tcia_collection","type-tcia_collection","status-publish"],"cancer_types":["Leukemia"],"citations":[41837,41839,49959,49961,49963,49965,49967,49969,9225,49971,49973],"collection_doi":"10.7937\/tcia.2019.dc64i46r","collection_download_info":"","collection_downloads":[41841,41843],"versions":false,"additional_resources":"This dataset was also used for our IEEE ISBI 2019 conference challenge: Classification of Normal vs Malignant Cells in B-ALL White Blood Cancer Microscopic Images. The challenge is available here: <a href=\"https:\/\/biomedicalimaging.org\/2019\/challenges\/\">https:\/\/biomedicalimaging.org\/2019\/challenges\/<\/a>","cancer_locations":["Blood","Bone"],"collection_page_accessibility":"Public","publications_related":"","version_change_log_archived":"<h3>Version 1 (Current): Updated 2019\/03\/26<\/h3><table><colgroup><col \/><col \/><\/colgroup><tbody><tr><th>Data Type<\/th><th>Download all or Query\/Filter<\/th><\/tr><tr><td>Images (BMP, CSV, PDF, 10.44 GB)<\/td><td><div><p><a href=\"https:\/\/faspex.cancerimagingarchive.net\/aspera\/faspex\/external_deliveries\/75?passcode=ebf6e585c2b531f41fbcd2b9cfd7b15303eeca80\">\u00a0<\/a> <a href=\"https:\/\/faspex.cancerimagingarchive.net\/aspera\/faspex?context=eyJyZXNvdXJjZSI6InBhY2thZ2VzIiwidHlwZSI6ImV4dGVybmFsX2Rvd25sb2FkX3BhY2thZ2UiLCJpZCI6IjQ4OSIsInBhc3Njb2RlIjoiZTgxZmNjNzc3YjZkNTRiNDlhNTdiZjk4ZGYwY2MwNzhiNDQyZjhiYiIsInBhY2thZ2VfaWQiOiI0ODkiLCJlbWFpbCI6ImhlbHBAY2FuY2VyaW1hZ2luZ2FyY2hpdmUubmV0In0=\"><button><i><\/i> Download<\/button><\/a>\u00a0 <a href=\"https:\/\/pathdb.cancerimagingarchive.net\/imagesearch?f[0]=collection:c_nmc_2019\"><button><i><\/i> Search<\/button><\/a>\u00a0<\/p><\/div><\/td><\/tr><\/tbody><\/table>","collection_status":"Complete","publications_using":"TCIA maintains\u00a0<a href=\"https:\/\/commons.datacite.org\/doi.org\/10.7937\/tcia.2019.dc64i46r\">a list of publications<\/a>\u00a0that leveraged this dataset. If you have a manuscript you\u2019d like to add please\u00a0<a href=\"http:\/\/www.cancerimagingarchive.net\/support\/\">contact TCIA\u2019s Helpdesk<\/a>.","related_analysis_results":false,"species":["Human"],"version_number":"1","collection_title":"C_NMC_2019 Dataset: ALL Challenge dataset of ISBI 2019","date_updated":"2019-03-26","related_collection":false,"subjects":"118","analysis_results":"","collection_short_title":"C-NMC 2019","data_types":["Histopathology"],"version_change_log":"","collection_browse_title":"C-NMC 2019","detailed_description":"Please see the readme for a more detailed description of the dataset: <a href=\"\/wp-content\/uploads\/CNMC_readme.pdf\" download=\"CNMC_readme.pdf\" data-linked-resource-container-id=\"52758223\" data-linked-resource-container-version=\"38\" data-linked-resource-content-type=\"application\/pdf\" data-linked-resource-default-alias=\"CNMC_readme.pdf\" data-linked-resource-id=\"52762710\" data-linked-resource-type=\"attachment\" data-linked-resource-version=\"1\" data-nice-type=\"PDF Document\">CNMC_readme.pdf<\/a>","supporting_data":false,"collection_featured_image":false,"collection_summary":"<p>Acute lymphoblastic leukemia (ALL) constitutes approximately 25% of the pediatric cancers. In general, the task of identifying immature leukemic blasts from normal cells under the microscope is challenging because morphologically the images of the two cells appear similar.<\/p><h4><strong>Challenge is split into 3 separate phases:<\/strong><\/h4><ul><li><p><strong>Train set composition:<\/strong><\/p><p>Total subjects: 73, ALL (cancer): 47, Normal: 26<\/p><p>Total cell images: 10,661, ALL(cancer): 7272, Normal: 3389 <strong><br \/><\/strong><\/p><\/li><li><p><strong>Preliminary test set composition:<\/strong><\/p><p>Total subjects: 28, ALL (cancer): 13, Normal: 15<\/p><p>Total cell images: 1867, ALL(cancer): 1219, Normal: 648<\/p><\/li><li><p><strong>Final test set composition:<\/strong><\/p><p>Total subjects: 17, ALL (cancer): 9, Normal: 8<\/p><p>Total cell images: 2586<\/p><\/li><\/ul>","collection_acknowledgements":"","collection_funding":"","hide_from_browse_table":"0","program":["Community"],"_links":{"self":[{"href":"https:\/\/stage.cancerimagingarchive.net\/api\/v1\/collections\/41845","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/stage.cancerimagingarchive.net\/api\/v1\/collections"}],"about":[{"href":"https:\/\/stage.cancerimagingarchive.net\/api\/wp\/v2\/types\/tcia_collection"}],"version-history":[{"count":1,"href":"https:\/\/stage.cancerimagingarchive.net\/api\/v1\/collections\/41845\/revisions"}],"predecessor-version":[{"id":47273,"href":"https:\/\/stage.cancerimagingarchive.net\/api\/v1\/collections\/41845\/revisions\/47273"}],"wp:attachment":[{"href":"https:\/\/stage.cancerimagingarchive.net\/api\/wp\/v2\/media?parent=41845"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}