{"id":3870,"date":"2022-08-04T09:17:35","date_gmt":"2022-08-04T14:17:35","guid":{"rendered":"https:\/\/www.cancerimagingarchive.net\/?page_id=3870"},"modified":"2024-02-14T14:22:17","modified_gmt":"2024-02-14T20:22:17","slug":"research","status":"publish","type":"page","link":"https:\/\/stage.cancerimagingarchive.net\/research\/","title":{"rendered":"Research Activities"},"content":{"rendered":"[vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; disable_element=&#8221;yes&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221; gradient_type=&#8221;default&#8221; shape_type=&#8221;&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][page_submenu alignment=&#8221;center&#8221; sticky=&#8221;true&#8221;][page_link link_url=&#8221;https:\/\/www.cancerimagingarchive.net\/publications\/&#8221; title=&#8221;Publications based on TCIA&#8221; id=&#8221;1707942057559-8&#8243; tab_id=&#8221;1707942057560-1&#8243;][vc_column_text][\/vc_column_text][\/page_link][page_link link_url=&#8221;https:\/\/www.cancerimagingarchive.net\/imaging-proteogenomics\/&#8221; title=&#8221;Imaging Proteogenomics&#8221; id=&#8221;1707942057600-8&#8243; tab_id=&#8221;1707942057600-9&#8243;][vc_column_text][\/vc_column_text][\/page_link][page_link title=&#8221;Imaging Clinical Trials&#8221; id=&#8221;1707942057610-0&#8243; tab_id=&#8221;1707942057611-4&#8243; link_url=&#8221;https:\/\/wiki.cancerimagingarchive.net\/x\/BQHDAg&#8221;][\/page_link][page_link title=&#8221;Challenge Competitions&#8221; id=&#8221;1707942057618-9&#8243; tab_id=&#8221;1707942057619-1&#8243; link_url=&#8221;https:\/\/wiki.cancerimagingarchive.net\/display\/Public\/Challenge+competitions&#8221;][\/page_link][page_link title=&#8221;COVID-19&#8243; id=&#8221;1707942057626-4&#8243; tab_id=&#8221;1707942057627-2&#8243; link_url=&#8221;https:\/\/wiki.cancerimagingarchive.net\/x\/aI0vB&#8221;][\/page_link][page_link title=&#8221;Annotated Data for AI\/ML&#8221; id=&#8221;1707942057641-6&#8243; tab_id=&#8221;1707942057641-2&#8243; link_url=&#8221;https:\/\/wiki.cancerimagingarchive.net\/x\/TAGJAw&#8221;][\/page_link][page_link title=&#8221;Cancer Moonshot Biobank (CMB) Imaging&#8221; id=&#8221;1707942057653-4&#8243; tab_id=&#8221;1707942057654-4&#8243; link_url=&#8221;https:\/\/www.cancerimagingarchive.net\/research\/cancer-moonshot-biobank-cmb-imaging\/&#8221;][\/page_link][\/page_submenu][\/vc_column][\/vc_row][vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; top_padding=&#8221;40&#8243; bottom_padding=&#8221;60&#8243; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221; shape_type=&#8221;&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][vc_column_text]\n<h1>Discover TCIA&#8217;s Research Activities<\/h1>\n<p>The following links describe specialized research projects and datasets that The Cancer Imaging Archive (TCIA) team has facilitated. Choose one or more to discover how TCIA in making an impact in each area.[\/vc_column_text][\/vc_column][\/vc_row][vc_row type=&#8221;full_width_content&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; equal_height=&#8221;yes&#8221; content_placement=&#8221;middle&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; bg_color=&#8221;#f0f2f5&#8243; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221; shape_type=&#8221;&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;top-bottom&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/3&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_color=&#8221;#ffffff&#8221; column_border_style=&#8221;solid&#8221;][nectar_flip_box bg_color=&#8221;#f0f2f5&#8243; text_color=&#8221;dark&#8221; icon_family=&#8221;iconsmind&#8221; icon_color=&#8221;extra-color-1&#8243; bg_color_2=&#8221;#7acdff&#8221; text_color_2=&#8221;dark&#8221; h_text_align=&#8221;center&#8221; v_text_align=&#8221;center&#8221; image_loading=&#8221;default&#8221; flip_direction=&#8221;horizontal-to-left&#8221; front_content=&#8221;Publications based on TCIA&#8221; icon_iconsmind=&#8221;iconsmind-Files&#8221;]\n<h2>Publications based on TCIA<\/h2>\n<p>View a searchable, sortable database of all publications based on TCIA.<\/p>\n<a class=\"nectar-button n-sc-button small undefined\"  href=\"\/publications\" data-color-override=\"false\" data-hover-color-override=\"false\" data-hover-text-color-override=\"undefined\"><span>Visit<\/span><\/a>[\/nectar_flip_box][\/vc_column][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;top-bottom&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/3&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][nectar_flip_box bg_color=&#8221;#f0f2f5&#8243; text_color=&#8221;dark&#8221; icon_family=&#8221;iconsmind&#8221; icon_color=&#8221;extra-color-1&#8243; bg_color_2=&#8221;#7acdff&#8221; text_color_2=&#8221;dark&#8221; h_text_align=&#8221;center&#8221; v_text_align=&#8221;center&#8221; image_loading=&#8221;default&#8221; flip_direction=&#8221;horizontal-to-left&#8221; front_content=&#8221;Imaging &#8216;Omics&#8221; icon_iconsmind=&#8221;iconsmind-Arrow-Mix&#8221;]\n<h2>Imaging &#8216;Omics<\/h2>\n<p>TCIA hosts data sets that connect clinical images with patient genomic data and proteomic data.<\/p>\n<a class=\"nectar-button n-sc-button small undefined\"  href=\"https:\/\/www.cancerimagingarchive.net\/imaging-omics\/\" data-color-override=\"false\" data-hover-color-override=\"false\" data-hover-text-color-override=\"undefined\"><span>Visit<\/span><\/a>[\/nectar_flip_box][\/vc_column][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/3&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][nectar_flip_box bg_color=&#8221;#f0f2f5&#8243; text_color=&#8221;dark&#8221; icon_family=&#8221;iconsmind&#8221; icon_color=&#8221;extra-color-1&#8243; bg_color_2=&#8221;#7acdff&#8221; text_color_2=&#8221;dark&#8221; h_text_align=&#8221;center&#8221; v_text_align=&#8221;center&#8221; image_loading=&#8221;default&#8221; flip_direction=&#8221;horizontal-to-left&#8221; front_content=&#8221;Imaging Clinical Trials&#8221; icon_iconsmind=&#8221;iconsmind-Stethoscope&#8221;]\n<h2>Imaging Clinical Trials<\/h2>\n<p>TCIA hosts image data collections focused specifically on clinical trial data.<\/p>\n<a class=\"nectar-button n-sc-button small undefined\"  href=\"https:\/\/wiki.cancerimagingarchive.net\/x\/BQHDAg\" data-color-override=\"false\" data-hover-color-override=\"false\" data-hover-text-color-override=\"undefined\"><span>Visit<\/span><\/a>[\/nectar_flip_box][\/vc_column][\/vc_row][vc_row type=&#8221;full_width_content&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; equal_height=&#8221;yes&#8221; content_placement=&#8221;middle&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; bg_color=&#8221;#f0f2f5&#8243; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221; shape_type=&#8221;&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/3&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_color=&#8221;#ffffff&#8221; column_border_style=&#8221;solid&#8221;][nectar_flip_box bg_color=&#8221;#f0f2f5&#8243; text_color=&#8221;dark&#8221; icon_family=&#8221;iconsmind&#8221; icon_color=&#8221;extra-color-1&#8243; bg_color_2=&#8221;#7acdff&#8221; text_color_2=&#8221;dark&#8221; h_text_align=&#8221;center&#8221; v_text_align=&#8221;center&#8221; image_loading=&#8221;default&#8221; flip_direction=&#8221;horizontal-to-left&#8221; front_content=&#8221;Challenge Competitions&#8221; icon_iconsmind=&#8221;iconsmind-Chacked-Flag&#8221;]\n<h2>Challenge Competitions<\/h2>\n<p>Data from TCIA collections continue to be used for image analysis challenges.<\/p>\n<a class=\"nectar-button n-sc-button small undefined\"  href=\"https:\/\/wiki.cancerimagingarchive.net\/display\/Public\/Challenge+competitions\" data-color-override=\"false\" data-hover-color-override=\"false\" data-hover-text-color-override=\"undefined\"><span>Visit<\/span><\/a>[\/nectar_flip_box][\/vc_column][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/3&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][nectar_flip_box bg_color=&#8221;#f0f2f5&#8243; text_color=&#8221;dark&#8221; icon_family=&#8221;iconsmind&#8221; icon_color=&#8221;extra-color-1&#8243; bg_color_2=&#8221;#7acdff&#8221; text_color_2=&#8221;dark&#8221; h_text_align=&#8221;center&#8221; v_text_align=&#8221;center&#8221; image_loading=&#8221;default&#8221; flip_direction=&#8221;horizontal-to-left&#8221; front_content=&#8221;COVID-19&#8243; icon_iconsmind=&#8221;iconsmind-Virus&#8221;]\n<h2>COVID-19<\/h2>\n<p>TCIA provides COVID-19 image data for all disease stages for researchers &amp; caregivers.<\/p>\n<a class=\"nectar-button n-sc-button small undefined\"  href=\"https:\/\/wiki.cancerimagingarchive.net\/x\/aI0vB\" data-color-override=\"false\" data-hover-color-override=\"false\" data-hover-text-color-override=\"undefined\"><span>Visit<\/span><\/a>[\/nectar_flip_box][\/vc_column][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/3&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][nectar_flip_box bg_color=&#8221;#f0f2f5&#8243; text_color=&#8221;dark&#8221; icon_color=&#8221;extra-color-1&#8243; bg_color_2=&#8221;#7acdff&#8221; text_color_2=&#8221;dark&#8221; h_text_align=&#8221;center&#8221; v_text_align=&#8221;center&#8221; image_loading=&#8221;default&#8221; flip_direction=&#8221;horizontal-to-left&#8221; front_content=&#8221;Annotated Data for AI\/ML&#8221; icon_fontawesome=&#8221;fa fa-exchange&#8221;]\n<h2>Annotated Data for AI\/ML<\/h2>\n<p>TCIA continues to improve its support for Artificial Intelligence and Machine Learning based research.<\/p>\n<a class=\"nectar-button n-sc-button small undefined\"  href=\"https:\/\/wiki.cancerimagingarchive.net\/x\/TAGJAw\" data-color-override=\"false\" data-hover-color-override=\"false\" data-hover-text-color-override=\"undefined\"><span>Visit<\/span><\/a>[\/nectar_flip_box][\/vc_column][\/vc_row][vc_row type=&#8221;full_width_content&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; equal_height=&#8221;yes&#8221; content_placement=&#8221;middle&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; bg_color=&#8221;#f0f2f5&#8243; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; disable_element=&#8221;yes&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221; shape_type=&#8221;&#8221; gradient_type=&#8221;default&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;top-bottom&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/4&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_color=&#8221;#ffffff&#8221; column_border_style=&#8221;solid&#8221;][nectar_flip_box bg_color=&#8221;#f0f2f5&#8243; text_color=&#8221;dark&#8221; icon_family=&#8221;iconsmind&#8221; icon_color=&#8221;extra-color-1&#8243; bg_color_2=&#8221;#7acdff&#8221; text_color_2=&#8221;dark&#8221; h_text_align=&#8221;center&#8221; v_text_align=&#8221;center&#8221; image_loading=&#8221;default&#8221; flip_direction=&#8221;horizontal-to-left&#8221; front_content=&#8221;Publications based on TCIA&#8221; icon_iconsmind=&#8221;iconsmind-Files&#8221;]\n<h2>Publications based on TCIA<\/h2>\n<p>View a searchable, sortable database of all publications based on TCIA.<\/p>\n<a class=\"nectar-button n-sc-button small undefined\"  href=\"\/publications\" data-color-override=\"false\" data-hover-color-override=\"false\" data-hover-text-color-override=\"undefined\"><span>Visit<\/span><\/a>[\/nectar_flip_box][\/vc_column][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;top-bottom&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/4&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][nectar_flip_box bg_color=&#8221;#f0f2f5&#8243; text_color=&#8221;dark&#8221; icon_family=&#8221;iconsmind&#8221; icon_color=&#8221;extra-color-1&#8243; bg_color_2=&#8221;#7acdff&#8221; text_color_2=&#8221;dark&#8221; h_text_align=&#8221;center&#8221; v_text_align=&#8221;center&#8221; image_loading=&#8221;default&#8221; flip_direction=&#8221;horizontal-to-left&#8221; front_content=&#8221;Imaging &#8216;Omics&#8221; icon_iconsmind=&#8221;iconsmind-Arrow-Mix&#8221;]\n<h2>Imaging &#8216;Omics<\/h2>\n<p>TCIA hosts data sets that connect clinical images with patient genomic data and proteomic data.<\/p>\n<a class=\"nectar-button n-sc-button small undefined\"  href=\"https:\/\/www.cancerimagingarchive.net\/imaging-omics\/\" data-color-override=\"false\" data-hover-color-override=\"false\" data-hover-text-color-override=\"undefined\"><span>Visit<\/span><\/a>[\/nectar_flip_box][\/vc_column][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/4&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][nectar_flip_box bg_color=&#8221;#f0f2f5&#8243; text_color=&#8221;dark&#8221; icon_family=&#8221;iconsmind&#8221; icon_color=&#8221;extra-color-1&#8243; bg_color_2=&#8221;#7acdff&#8221; text_color_2=&#8221;dark&#8221; h_text_align=&#8221;center&#8221; v_text_align=&#8221;center&#8221; image_loading=&#8221;default&#8221; flip_direction=&#8221;horizontal-to-left&#8221; front_content=&#8221;Imaging Clinical Trials&#8221; icon_iconsmind=&#8221;iconsmind-Stethoscope&#8221;]\n<h2>Imaging Clinical Trials<\/h2>\n<p>TCIA hosts image data collections focused specifically on clinical trial data.<\/p>\n<a class=\"nectar-button n-sc-button small undefined\"  href=\"https:\/\/wiki.cancerimagingarchive.net\/x\/BQHDAg\" data-color-override=\"false\" data-hover-color-override=\"false\" data-hover-text-color-override=\"undefined\"><span>Visit<\/span><\/a>[\/nectar_flip_box][\/vc_column][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/4&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][nectar_flip_box bg_color=&#8221;#f0f2f5&#8243; text_color=&#8221;dark&#8221; icon_family=&#8221;iconsmind&#8221; icon_color=&#8221;extra-color-1&#8243; bg_color_2=&#8221;#7acdff&#8221; text_color_2=&#8221;dark&#8221; h_text_align=&#8221;center&#8221; v_text_align=&#8221;center&#8221; image_loading=&#8221;default&#8221; flip_direction=&#8221;horizontal-to-left&#8221; front_content=&#8221;Challenge Competitions&#8221; icon_iconsmind=&#8221;iconsmind-Chacked-Flag&#8221;]\n<h2>Challenge Competitions<\/h2>\n<p>Data from TCIA collections continue to be used for image analysis challenges.<\/p>\n<a class=\"nectar-button n-sc-button small undefined\"  href=\"https:\/\/wiki.cancerimagingarchive.net\/display\/Public\/Challenge+competitions\" data-color-override=\"false\" data-hover-color-override=\"false\" data-hover-text-color-override=\"undefined\"><span>Visit<\/span><\/a>[\/nectar_flip_box][\/vc_column][\/vc_row][vc_row type=&#8221;full_width_content&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; equal_height=&#8221;yes&#8221; content_placement=&#8221;middle&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; bg_color=&#8221;#f0f2f5&#8243; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; disable_element=&#8221;yes&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221; shape_type=&#8221;&#8221; gradient_type=&#8221;default&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/4&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_color=&#8221;#ffffff&#8221; column_border_style=&#8221;solid&#8221;][nectar_flip_box bg_color=&#8221;#f0f2f5&#8243; text_color=&#8221;dark&#8221; icon_family=&#8221;iconsmind&#8221; icon_color=&#8221;extra-color-1&#8243; bg_color_2=&#8221;#7acdff&#8221; text_color_2=&#8221;dark&#8221; h_text_align=&#8221;center&#8221; v_text_align=&#8221;center&#8221; image_loading=&#8221;default&#8221; flip_direction=&#8221;horizontal-to-left&#8221; front_content=&#8221;COVID-19&#8243; icon_iconsmind=&#8221;iconsmind-Virus&#8221;]\n<h2>COVID-19<\/h2>\n<p>TCIA provides COVID-19 image data for all disease stages for researchers &amp; caregivers.<\/p>\n<a class=\"nectar-button n-sc-button small undefined\"  href=\"https:\/\/wiki.cancerimagingarchive.net\/x\/aI0vB\" data-color-override=\"false\" data-hover-color-override=\"false\" data-hover-text-color-override=\"undefined\"><span>Visit<\/span><\/a>[\/nectar_flip_box][\/vc_column][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/4&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][nectar_flip_box bg_color=&#8221;#f0f2f5&#8243; text_color=&#8221;dark&#8221; icon_color=&#8221;extra-color-1&#8243; bg_color_2=&#8221;#7acdff&#8221; text_color_2=&#8221;dark&#8221; h_text_align=&#8221;center&#8221; v_text_align=&#8221;center&#8221; image_loading=&#8221;default&#8221; flip_direction=&#8221;horizontal-to-left&#8221; front_content=&#8221;Annotated Data for AI\/ML&#8221; icon_fontawesome=&#8221;fa fa-exchange&#8221;]\n<h2>Annotated Data for AI\/ML<\/h2>\n<p>TCIA continues to improve its support for Artificial Intelligence and Machine Learning based research.<\/p>\n<a class=\"nectar-button n-sc-button small undefined\"  href=\"https:\/\/wiki.cancerimagingarchive.net\/x\/TAGJAw\" data-color-override=\"false\" data-hover-color-override=\"false\" data-hover-text-color-override=\"undefined\"><span>Visit<\/span><\/a>[\/nectar_flip_box][\/vc_column][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/4&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][nectar_flip_box bg_color=&#8221;#f0f2f5&#8243; text_color=&#8221;dark&#8221; icon_family=&#8221;iconsmind&#8221; icon_color=&#8221;extra-color-1&#8243; bg_color_2=&#8221;#7acdff&#8221; text_color_2=&#8221;dark&#8221; h_text_align=&#8221;center&#8221; v_text_align=&#8221;center&#8221; image_loading=&#8221;default&#8221; flip_direction=&#8221;horizontal-to-left&#8221; front_content=&#8221;Cancer Moonshot Biobank (CMB) Imaging&#8221; icon_iconsmind=&#8221;iconsmind-Rocket&#8221;]\n<h2>Cancer Moonshot Biobank (CMB) Imaging<\/h2>\n<p>TCIA hosts de-identified radiology and histopathology images collected from Biobank patients.<\/p>\n<a class=\"nectar-button n-sc-button small undefined\"  href=\"https:\/\/www.cancerimagingarchive.net\/research\/cancer-moonshot-biobank-cmb-imaging\/\" data-color-override=\"false\" data-hover-color-override=\"false\" data-hover-text-color-override=\"undefined\"><span>Visit<\/span><\/a>[\/nectar_flip_box][\/vc_column][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color=&#8221;#f0f2f5&#8243; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/4&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][\/vc_column][\/vc_row]\n","protected":false},"excerpt":{"rendered":"<p>[vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221;&#8230;<\/p>\n","protected":false},"author":3,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_searchwp_excluded":"","_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"class_list":["post-3870","page","type-page","status-publish"],"_links":{"self":[{"href":"https:\/\/stage.cancerimagingarchive.net\/api\/wp\/v2\/pages\/3870","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/stage.cancerimagingarchive.net\/api\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/stage.cancerimagingarchive.net\/api\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/stage.cancerimagingarchive.net\/api\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/stage.cancerimagingarchive.net\/api\/wp\/v2\/comments?post=3870"}],"version-history":[{"count":33,"href":"https:\/\/stage.cancerimagingarchive.net\/api\/wp\/v2\/pages\/3870\/revisions"}],"predecessor-version":[{"id":47989,"href":"https:\/\/stage.cancerimagingarchive.net\/api\/wp\/v2\/pages\/3870\/revisions\/47989"}],"wp:attachment":[{"href":"https:\/\/stage.cancerimagingarchive.net\/api\/wp\/v2\/media?parent=3870"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}