{"id":421,"date":"2026-04-23T13:30:00","date_gmt":"2026-04-23T13:30:00","guid":{"rendered":"https:\/\/keck.usc.edu\/mesh\/?page_id=421"},"modified":"2026-04-23T17:06:53","modified_gmt":"2026-04-23T17:06:53","slug":"precision-medicine","status":"publish","type":"page","link":"https:\/\/keck.usc.edu\/mesh\/strategic-partnerships\/precision-medicine\/","title":{"rendered":"Precision Medicine"},"content":{"rendered":"\n\n\n\n\n    \n\n  \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--hero-primary horizontal-navigation\"\n\n  \n  \n  \n  \n  \n  \n  >\n  <div class=\"c--component c--hero-primary\"\n    \n      >\n\n    \n  \n  <div class=\"inner-wrapper has-horizontal-nav\">\n\n          <div class=\"title-wrapper\">\n\n                  <div class=\"eyebrow-container\">\n                              \n<div class=\"f--field f--eyebrow\">\n\n    \n  <a href=\"https:\/\/keck.usc.edu\/mesh\/\"  aria-label=\"Read more about MESH Strategic Partnerships\">MESH Strategic Partnerships<\/a>\n\n\n\n<\/div>\n                              \n<div class=\"f--field f--eyebrow\">\n\n    \n  <a href=\"https:\/\/keck.usc.edu\/mesh\/strategic-partnerships\/\"  aria-label=\"Read more about Strategic Partnerships\">Strategic Partnerships<\/a>\n\n\n\n<\/div>\n                      <\/div>\n        \n                      \n<div class=\"f--field f--page-title has-stripe\">\n\n    \n  <h1>Precision Medicine<\/h1>\n\n\n<\/div>\n        \n              <\/div>\n    \n              \n<div class=\"f--field f--link eyebrow-link\">\n\n    \n    \n  \n<a\n  class=\"link \"\n  href=\"\/mesh\/contact\/\"\n    aria-label=\"Read&#x20;more&#x20;about&#x20;Connect&#x20;and&#x20;Collaborate&#x21;\">\n        Connect and Collaborate!\n    <\/a>\n\n\n<\/div>\n    \n    \n      \n              <div class=\"horizontal-nav\">\n                      <div class=\"horizontal-menu-container\">\n              <button class=\"expand-menu\">\n                                  In This Section\n  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menu-item-object-page menu-item-335\">\n      <a href=\"https:\/\/keck.usc.edu\/mesh\/strategic-partnerships\/cancer-drug-development\/\" >Brown Center for Cancer Drug Development<\/a>\n  \n  \n<\/li>\n                      <li class=\" menu-item menu-item-type-custom menu-item-object-custom menu-item-322\">\n      <a href=\"https:\/\/keck.usc.edu\/mesh\/strategic-partnerships\/ai-in-medicine-collaboratory\/\" >Artificial Intelligence in Medicine<\/a>\n  \n  \n<\/li>\n                      <li class=\" menu-item menu-item-type-custom menu-item-object-custom menu-item-323\">\n      <a href=\"https:\/\/keck.usc.edu\/mesh\/strategic-partnerships\/#Entrepreneurial_Ventures\" >Entrepreneurial Ventures<\/a>\n  \n  \n<\/li>\n                  <\/ul>\n      <\/div>\n    <\/div>\n  \n<\/li>\n\n    \n      <li class=\" menu-item menu-item-type-post_type menu-item-object-page menu-item-136\">\n      <a href=\"https:\/\/keck.usc.edu\/mesh\/mesh-team\/\" >MESH Team<\/a>\n  \n  \n<\/li>\n\n    \n    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with Tempus to build an AI-enabled precision medicine framework that connects clinical care, clinical trials, and research through a unified system.<\/p>\n<p>The framework creates an ongoing cycle of learning\u2014where insights from clinical care inform research, and research discoveries are translated back into clinical practice to improve outcomes.<\/p>\n\n\n\n<\/div>\n          <\/div>\n  \n      <div class=\"links-container\">\n\n                        \n        \n          \n            <div class=\"column\">\n                <ul>\n                                                                  <li>\n                                \n<div class=\"f--field f--link\">\n\n    \n    \n  \n<a\n  class=\"link \"\n  href=\"https:\/\/keck.usc.edu\/news\/usc-and-tempus-form-strategic-collaboration-aimed-at-accelerating-innovation-across-research-and-patient-care\/\"\n    aria-label=\"Read&#x20;more&#x20;about&#x20;USC&#x20;and&#x20;Tempus&#x20;form&#x20;strategic&#x20;collaboration&#x20;aimed&#x20;at&#x20;accelerating&#x20;innovation&#x20;across&#x20;research&#x20;and&#x20;patient&#x20;care\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20\" height=\"12\" viewBox=\"0 0 20 12\"><polygon points=\"14 0 20 6 19 7 19 7 19 7 14 12 13 10.9 16.9 7 0 7 0 5 17 5 13 1 14 0\" fill-rule=\"evenodd\" stroke-width=\"0\"\/><\/svg>    USC and Tempus form strategic collaboration aimed at accelerating innovation across research and patient care\n    <\/a>\n\n\n<\/div>\n\n                                                    <\/li>\n                                                          <\/ul>\n            <\/div>\n\n          \n          \n        \n          \n          \n        \n\n\n\n    <\/div>\n  \n\n  <\/div><\/div>\n\n\n\n\n\n    \n      \n      \n  \n  \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--cards-carousel \"\n\n  \n  \n  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srcset=\"https:\/\/keck.usc.edu\/mesh\/wp-content\/uploads\/sites\/10\/2026\/04\/ChatGPT-Image-Apr-14-2026-10_46_54-AM-1280x720.png 1280w,https:\/\/keck.usc.edu\/mesh\/wp-content\/uploads\/sites\/10\/2026\/04\/ChatGPT-Image-Apr-14-2026-10_46_54-AM-768x432.png 768w,https:\/\/keck.usc.edu\/mesh\/wp-content\/uploads\/sites\/10\/2026\/04\/ChatGPT-Image-Apr-14-2026-10_46_54-AM-320x180.png 320w\"          sizes=\"(min-width:1024px) 23vw, (min-width:768px) 39vw, 83vw\"\n        \n        alt=\"Clinical Trial Matching; AI-Enabled Patient Identification &#038; Enrollment\"\n        \n                                      \/>\n\n    \n    \n  \n      <\/a>\n  \n\n<\/div>\n            \n            <div class=\"text-container\">\n              \n              <div class=\"read-more\">\n                                      \n<div class=\"f--field f--description\">\n\n    \n  <p>Identify eligible patients for clinical trials using AI-enabled matching integrated into clinical workflows.<\/p>\n\n\n\n<\/div>\n                              <\/div>\n\n            <\/div> <!-- .text-container -->\n\n            <div class=\"expand-collapse-controls\">\n              <button class=\"expand-collapse swiper-no-swiping\" aria-label=\"Expand\/Collapse Description\">\n                <svg class=\"expand\" version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" x=\"0px\" y=\"0px\" viewBox=\"0 0 35 35\" enable-background=\"new 0 0 35 35\" xml:space=\"preserve\" width=\"24\" height=\"24\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M24,16h3v3h-3V16z M16,16h3v3h-3V16z M8,16h3v3H8V16z\" \/><\/svg>\n\n                <svg class=\"collapse\" version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" x=\"0px\" y=\"0px\"\n   viewBox=\"0 0 35 35\" enable-background=\"new 0 0 35 35\" xml:space=\"preserve\">\n  <polygon fill=\"#000\" fill-rule=\"evenodd\" 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1280w,https:\/\/keck.usc.edu\/mesh\/wp-content\/uploads\/sites\/10\/2026\/04\/ChatGPT-Image-Apr-14-2026-10_43_54-AM-768x432.png 768w,https:\/\/keck.usc.edu\/mesh\/wp-content\/uploads\/sites\/10\/2026\/04\/ChatGPT-Image-Apr-14-2026-10_43_54-AM-320x180.png 320w\"          sizes=\"(min-width:1024px) 23vw, (min-width:768px) 39vw, 83vw\"\n        \n        alt=\"Data-Driven Research; Cohort Discovery, Insights &#038; Research Collaboration\"\n        \n                                      \/>\n\n    \n    \n  \n      <\/a>\n  \n\n<\/div>\n            \n            <div class=\"text-container\">\n              \n              <div class=\"read-more\">\n                                      \n<div class=\"f--field f--description\">\n\n    \n  <p>Leverage real-world data for cohort discovery, insights, and investigator-led or collaborative research.<\/p>\n\n\n\n<\/div>\n                              <\/div>\n\n            <\/div> <!-- .text-container -->\n\n            <div class=\"expand-collapse-controls\">\n              <button class=\"expand-collapse swiper-no-swiping\" aria-label=\"Expand\/Collapse Description\">\n                <svg class=\"expand\" version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" x=\"0px\" y=\"0px\" viewBox=\"0 0 35 35\" enable-background=\"new 0 0 35 35\" xml:space=\"preserve\" width=\"24\" height=\"24\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M24,16h3v3h-3V16z M16,16h3v3h-3V16z M8,16h3v3H8V16z\" \/><\/svg>\n\n                <svg class=\"collapse\" version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" x=\"0px\" y=\"0px\"\n   viewBox=\"0 0 35 35\" enable-background=\"new 0 0 35 35\" xml:space=\"preserve\">\n  <polygon fill=\"#000\" fill-rule=\"evenodd\" clip-rule=\"evenodd\" points=\"26,10.4 24.6,9 17.5,16.1 10.4,9 9,10.4 16.1,17.5\n  9,24.6 10.4,26 17.5,18.9 24.6,26 26,24.6 18.9,17.5 \"\/>\n  <\/svg>\n\n              <\/button>\n            <\/div> <!-- .expand-collapse-controls -->\n\n            <\/div>\n\n          <\/article>\n\n                  \n        \n          <article class=\"swiper-slide card\">\n            <div class=\"card-inner\">\n\n                                                      \n                  \n<div class=\"f--field f--image\">\n\n    \n        <a\n      href=\"#AICo-development\"\n                >\n  \n    \n    \n    \n    \n              \n      <img decoding=\"async\"\n                            src=\"https:\/\/keck.usc.edu\/mesh\/wp-content\/uploads\/sites\/10\/2026\/04\/ChatGPT-Image-Apr-22-2026-10_37_03-AM-320x180.png\"\n          srcset=\"https:\/\/keck.usc.edu\/mesh\/wp-content\/uploads\/sites\/10\/2026\/04\/ChatGPT-Image-Apr-22-2026-10_37_03-AM-1280x720.png 1280w,https:\/\/keck.usc.edu\/mesh\/wp-content\/uploads\/sites\/10\/2026\/04\/ChatGPT-Image-Apr-22-2026-10_37_03-AM-768x432.png 768w,https:\/\/keck.usc.edu\/mesh\/wp-content\/uploads\/sites\/10\/2026\/04\/ChatGPT-Image-Apr-22-2026-10_37_03-AM-320x180.png 320w\"          sizes=\"(min-width:1024px) 23vw, (min-width:768px) 39vw, 83vw\"\n        \n        alt=\"AI Innovation Partnership; Collaborative Development &#038; Validation\"\n        \n                                      \/>\n\n    \n    \n  \n      <\/a>\n  \n\n<\/div>\n            \n            <div class=\"text-container\">\n              \n              <div class=\"read-more\">\n                                      \n<div class=\"f--field f--description\">\n\n    \n  <p>Collaborate to develop and validate AI-enabled tools, diagnostics, and models for clinical and research impact.<\/p>\n\n\n\n<\/div>\n                              <\/div>\n\n            <\/div> <!-- .text-container -->\n\n            <div class=\"expand-collapse-controls\">\n              <button class=\"expand-collapse swiper-no-swiping\" aria-label=\"Expand\/Collapse Description\">\n                <svg class=\"expand\" version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" x=\"0px\" y=\"0px\" viewBox=\"0 0 35 35\" enable-background=\"new 0 0 35 35\" xml:space=\"preserve\" width=\"24\" height=\"24\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M24,16h3v3h-3V16z M16,16h3v3h-3V16z M8,16h3v3H8V16z\" \/><\/svg>\n\n                <svg class=\"collapse\" version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" x=\"0px\" y=\"0px\"\n   viewBox=\"0 0 35 35\" enable-background=\"new 0 0 35 35\" xml:space=\"preserve\">\n  <polygon fill=\"#000\" fill-rule=\"evenodd\" clip-rule=\"evenodd\" points=\"26,10.4 24.6,9 17.5,16.1 10.4,9 9,10.4 16.1,17.5\n  9,24.6 10.4,26 17.5,18.9 24.6,26 26,24.6 18.9,17.5 \"\/>\n  <\/svg>\n\n              <\/button>\n            <\/div> <!-- .expand-collapse-controls -->\n\n            <\/div>\n\n          <\/article>\n\n                        <\/div>\n    <\/div>\n\n  <\/div>\n  \n<\/div>\n\n\n  <\/div><\/div>\n\n\n\n\n  \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--rich-text white\"\n\n  \n  \n  \n  \n  \n  \n  >\n  <div class=\"c--component c--rich-text\"\n    \n      >\n\n    \n  <div class=\"inner-wrapper\">\n        \n<div class=\"f--field f--wysiwyg\">\n\n    \n  <p>For questions, contact <a href=\"mailto:mesh@usc.edu\">mesh@usc.edu<\/a>.<\/p>\n<p>&nbsp;<\/p>\n\n\n\n<\/div>\n  <\/div>\n\n\n  <\/div><\/div>\n\n\n\n\n\n\n  \n  \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--accordions \"\n\n  \n   aria-label=\"Content Accordions\"\n  \n  \n  \n  \n  >\n  <div class=\"c--component c--accordions\"\n    \n      >\n\n    \n  \n      <ul>\n              <li>\n          <button type=\"button\" class=\"accordion-trigger \" id=\"heading-1-1-UQKP22HrAD\" aria-controls=\"section-1-1-UQKP22HrAD\" aria-expanded=\"false\" aria-disabled=\"false\">\n                          <span class=\"item-title\">AI-Enabled Clinical Trial Matching (TIME Program)<\/span>\n            \n                      <\/button>\n\n          <div id=\"section-1-1-UQKP22HrAD\" role=\"region\" aria-labelledby=\"heading-1-1-UQKP22HrAD\" class=\"accordion-panel\">\n\n                            \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--rich-text \"\n\n  \n  \n  \n  \n  \n  \n  >\n  <div class=\"c--component c--rich-text\"\n    \n      >\n\n    \n  <div class=\"inner-wrapper\">\n        \n<div class=\"f--field f--wysiwyg\">\n\n    \n  <p>The USC\u2013Tempus collaboration includes the <strong>Clinical Trial TIME Program<\/strong>, an AI-enabled platform designed to improve clinical trial identification, feasibility, and enrollment across USC-affiliated clinical sites.<\/p>\n<p>The TIME Program uses structured and unstructured clinical data to help identify patients who may be eligible for clinical trials or targeted therapies\u2014supporting more efficient trial matching while expanding patient access to investigational therapies.<\/p>\n<p>Through the TIME Program, USC clinicians and investigators may:<\/p>\n<ul>\n<li>Identify potentially eligible patients for clinical trials more efficiently<\/li>\n<li>Support feasibility assessments for new and ongoing trials<\/li>\n<li>Improve trial enrollment and reduce missed opportunities for participation<\/li>\n<li>Strengthen the connection between clinical care and research activity<\/li>\n<\/ul>\n<p>The TIME Program is integrated into clinical workflows and operates under established clinical, regulatory, and institutional governance frameworks. The platform is coordinated with the Norris Cancer Center Clinical Investigations Support Office and aligned with IRB, compliance, and patient privacy requirements.<\/p>\n\n\n\n<\/div>\n  <\/div>\n\n\n  <\/div><\/div>\n            \n                      <\/div>\n        <\/li>\n\n          <\/ul>\n  \n\n  <\/div><\/div>\n\n\n\n\n\n\n      \n  \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--accordions \"\n\n  \n   aria-label=\"Content Accordions\"\n  \n  \n  \n  \n  >\n  <div class=\"c--component c--accordions\"\n    \n      >\n\n    \n      <div class=\"header-container\">\n\n                  \n<div class=\"f--field f--section-title\">\n\n    \n  <h2>\n          Research Tools Available Through the Collaboration\n      <\/h2>\n\n\n<\/div>\n      \n                  \n<div class=\"f--field f--description description-large\">\n\n    \n  <p>The USC\u2013Tempus collaboration provides faculty with access to advanced research tools and programs designed to accelerate discovery and translational research through approved pathways.<\/p>\n\n\n\n<\/div>\n      \n    <\/div>\n  \n      <ul>\n              <li>\n          <button type=\"button\" class=\"accordion-trigger \" id=\"heading-1-1-t7acIxiBEQ\" aria-controls=\"section-1-1-t7acIxiBEQ\" aria-expanded=\"false\" aria-disabled=\"false\">\n                          <span class=\"item-title\">Tempus Lens<\/span>\n            \n                      <\/button>\n\n          <div id=\"section-1-1-t7acIxiBEQ\" role=\"region\" aria-labelledby=\"heading-1-1-t7acIxiBEQ\" class=\"accordion-panel\">\n\n                            \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--rich-text \"\n\n  \n  \n  \n  \n  \n  \n  >\n  <div class=\"c--component c--rich-text\"\n    \n      >\n\n    \n  <div class=\"inner-wrapper\">\n        \n<div class=\"f--field f--wysiwyg\">\n\n    \n  <p><a href=\"#TempusLens\"><strong>Tempus Lens<\/strong><\/a> is a research analytics platform that enables investigators to explore large-scale, de-identified clinical and molecular datasets using advanced search, cohort-building, and visualization tools.<\/p>\n<p>Through Lens, eligible USC faculty may:<\/p>\n<ul>\n<li>Conduct cohort discovery and feasibility analyses<\/li>\n<li>Explore patterns across clinical, molecular, and outcomes data<\/li>\n<li>Support hypothesis generation and study design<\/li>\n<li>Inform translational research questions and publications<\/li>\n<\/ul>\n<p>Lens is a <strong>research-use platform <\/strong>and is not intended for clinical decision-making. Access is governed by USC policies and institutional approvals and is coordinated through MESH Strategic Partnerships. MESH Contact: David Birtwell<\/p>\n\n\n\n<\/div>\n  <\/div>\n\n\n  <\/div><\/div>\n            \n                      <\/div>\n        <\/li>\n\n              <li>\n          <button type=\"button\" class=\"accordion-trigger \" id=\"heading-1-2-t7acIxiBEQ\" aria-controls=\"section-1-2-t7acIxiBEQ\" aria-expanded=\"false\" aria-disabled=\"false\">\n                          <span class=\"item-title\">Tempus Discover Program<\/span>\n            \n                      <\/button>\n\n          <div id=\"section-1-2-t7acIxiBEQ\" role=\"region\" aria-labelledby=\"heading-1-2-t7acIxiBEQ\" class=\"accordion-panel\">\n\n                            \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--rich-text \"\n\n  \n  \n  \n  \n  \n  \n  >\n  <div class=\"c--component c--rich-text\"\n    \n      >\n\n    \n  <div class=\"inner-wrapper\">\n        \n<div class=\"f--field f--wysiwyg\">\n\n    \n  <p>The <a href=\"#TempusDiscoverProgram\"><strong>Tempus Discover Program<\/strong><\/a> supports collaborative research projects that leverage Tempus data and analytical capabilities to advance scientific discovery and translational impact.<\/p>\n<p>Through the Discover Program, USC faculty may:<\/p>\n<ul>\n<li>Propose research questions aligned with available data assets<\/li>\n<li>Collaborate on analyses that support publications and translational insights<\/li>\n<li>Accelerate early discovery through structured, project-based engagement<\/li>\n<\/ul>\n<p>Participation in the Discover Program is optional, project-specific, and subject to institutional review and approval.<\/p>\n\n\n\n<\/div>\n  <\/div>\n\n\n  <\/div><\/div>\n            \n                      <\/div>\n        <\/li>\n\n              <li>\n          <button type=\"button\" class=\"accordion-trigger \" id=\"heading-1-3-t7acIxiBEQ\" aria-controls=\"section-1-3-t7acIxiBEQ\" aria-expanded=\"false\" aria-disabled=\"false\">\n                          <span class=\"item-title\">AI Co-Development <\/span>\n            \n                      <\/button>\n\n          <div id=\"section-1-3-t7acIxiBEQ\" role=\"region\" aria-labelledby=\"heading-1-3-t7acIxiBEQ\" class=\"accordion-panel\">\n\n                            \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--rich-text \"\n\n  \n  \n  \n  \n  \n  \n  >\n  <div class=\"c--component c--rich-text\"\n    \n      >\n\n    \n  <div class=\"inner-wrapper\">\n        \n<div class=\"f--field f--wysiwyg\">\n\n    \n  <p>The USC\u2013Tempus collaboration includes opportunities for <a href=\"#AICo-Development\"><strong>AI co-development<\/strong><\/a>, enabling faculty to work collaboratively on the design, validation, and translation of AI-enabled tools that address unmet clinical and research needs.<\/p>\n<p>Through structured, project-specific engagements with Tempus AI, Inc., eligible USC faculty may contribute domain expertise, clinical insight, and research innovation to the development of AI models, algorithms, diagnostics, or care-support tools intended for real-world application.<\/p>\n<p>AI co-development activities may include:<\/p>\n<ul>\n<li>Defining clinically meaningful use cases and research questions<\/li>\n<li>Contributing scientific, clinical, or methodological expertise<\/li>\n<li>Participating in validation studies using approved data and workflows<\/li>\n<li>Advancing tools toward publication, clinical testing, or broader deployment<\/li>\n<\/ul>\n<p>All AI co-development efforts are <strong>optional, proposal-driven, and governed by formal agreements<\/strong> that address data use, intellectual property, publication rights, and academic freedom. MESH Strategic Partnerships coordinates these engagements to ensure alignment with USC policies and institutional priorities.<\/p>\n\n\n\n<\/div>\n  <\/div>\n\n\n  <\/div><\/div>\n            \n                      <\/div>\n        <\/li>\n\n          <\/ul>\n  \n\n  <\/div><\/div>\n\n\n\n\n  \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--rich-text white\"\n\n  \n  \n  \n  \n  \n  \n  >\n  <div class=\"c--component c--rich-text\"\n    \n      >\n\n    \n  <div class=\"inner-wrapper\">\n        \n<div class=\"f--field f--wysiwyg\">\n\n    \n  <h2>WHAT THIS MEANS FOR FACULTY MODULE<\/h2>\n<p>For USC faculty, the USC\u2013Tempus collaboration provides new opportunities to accelerate translational research, strengthen clinical trial activity, and engage with advanced data and AI capabilities\u2014while remaining fully aligned with academic values, institutional governance, and data stewardship.<\/p>\n<p>Faculty engagement is optional and project-specific. MESH Strategic Partnerships serves as the front door, helping investigators explore ideas, assess fit, and navigate appropriate pathways for collaboration.<\/p>\n<h2>How Faculty Can Engage with the USC\u2013Tempus Collaboration<\/h2>\n<p>&nbsp;<\/p>\n<table>\n<thead>\n<tr>\n<td><strong>Dimension<\/strong><\/td>\n<td><strong>Research Use<\/strong><\/td>\n<td><strong>AI Co-Development<\/strong><\/td>\n<td><strong>Clinical Tools<\/strong><\/td>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>Primary Purpose<\/strong><\/td>\n<td>Enable discovery, hypothesis generation, and translational research<\/td>\n<td>Jointly design, validate, and translate AI-enabled tools<\/td>\n<td>Support patient care and clinical decision-making<\/td>\n<\/tr>\n<tr>\n<td><strong>Typical Activities<\/strong><\/td>\n<td>Data exploration, cohort discovery, research analyses, publications<\/td>\n<td>Model development, algorithm validation, diagnostic or tool co-creation<\/td>\n<td>Molecular testing, clinical trial matching, care gap identification<\/td>\n<\/tr>\n<tr>\n<td><strong>Faculty Role<\/strong><\/td>\n<td>Investigator, analyst, or collaborator<\/td>\n<td>Co-developer, domain expert, scientific or clinical contributor<\/td>\n<td>Ordering clinician or clinical investigator<\/td>\n<\/tr>\n<tr>\n<td><strong>Examples<\/strong><\/td>\n<td>Tempus Lens access, Tempus Discover Program<\/td>\n<td>AI models, diagnostics, care-support tools<\/td>\n<td>Molecular diagnostics, TIME Trial Program, care pathways<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\n\n\n<\/div>\n  <\/div>\n\n\n  <\/div><\/div>\n\n\n\n\n\n\n                \n  \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--accordions \"\n\n  \n   aria-label=\"Content Accordions\"\n  \n  \n  \n  \n  >\n  <div class=\"c--component c--accordions\"\n    \n      >\n\n    \n      <div class=\"header-container\">\n\n                  \n<div class=\"f--field f--section-title\">\n\n    \n  <h2>\n          FAQ \n      <\/h2>\n\n\n<\/div>\n      \n      \n    <\/div>\n  \n      <ul>\n              <li>\n          <button type=\"button\" class=\"accordion-trigger \" id=\"heading-1-1-NirXOnkEOL\" aria-controls=\"section-1-1-NirXOnkEOL\" aria-expanded=\"false\" aria-disabled=\"false\">\n                          <span class=\"item-title\">Who is this collaboration with?<\/span>\n            \n                      <\/button>\n\n          <div id=\"section-1-1-NirXOnkEOL\" role=\"region\" aria-labelledby=\"heading-1-1-NirXOnkEOL\" class=\"accordion-panel\">\n\n                            \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--rich-text \"\n\n  \n  \n  \n  \n  \n  \n  >\n  <div class=\"c--component c--rich-text\"\n    \n      >\n\n    \n  <div class=\"inner-wrapper\">\n        \n<div class=\"f--field f--wysiwyg\">\n\n    \n  <p>The collaboration is between USC and Tempus AI, Inc. Participation under these agreements this agreement is limited to USC employees, consistent with university policies and governance.<\/p>\n\n\n\n<\/div>\n  <\/div>\n\n\n  <\/div><\/div>\n            \n                      <\/div>\n        <\/li>\n\n              <li>\n          <button type=\"button\" class=\"accordion-trigger \" id=\"heading-1-2-NirXOnkEOL\" aria-controls=\"section-1-2-NirXOnkEOL\" aria-expanded=\"false\" aria-disabled=\"false\">\n                          <span class=\"item-title\">Is this collaboration only focused on cancer?<\/span>\n            \n                      <\/button>\n\n          <div id=\"section-1-2-NirXOnkEOL\" role=\"region\" aria-labelledby=\"heading-1-2-NirXOnkEOL\" class=\"accordion-panel\">\n\n                            \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--rich-text \"\n\n  \n  \n  \n  \n  \n  \n  >\n  <div class=\"c--component c--rich-text\"\n    \n      >\n\n    \n  <div class=\"inner-wrapper\">\n        \n<div class=\"f--field f--wysiwyg\">\n\n    \n  <p>The initial focus is oncology, reflecting the depth of molecular testing and clinical trial activity at the USC Norris Comprehensive Cancer Center, with the ability to extend to other disease areas.<\/p>\n\n\n\n<\/div>\n  <\/div>\n\n\n  <\/div><\/div>\n            \n                      <\/div>\n        <\/li>\n\n              <li>\n          <button type=\"button\" class=\"accordion-trigger \" id=\"heading-1-3-NirXOnkEOL\" aria-controls=\"section-1-3-NirXOnkEOL\" aria-expanded=\"false\" aria-disabled=\"false\">\n                          <span class=\"item-title\">Does this mean my research data is automatically shared with Tempus?<\/span>\n            \n                      <\/button>\n\n          <div id=\"section-1-3-NirXOnkEOL\" role=\"region\" aria-labelledby=\"heading-1-3-NirXOnkEOL\" class=\"accordion-panel\">\n\n                            \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--rich-text \"\n\n  \n  \n  \n  \n  \n  \n  >\n  <div class=\"c--component c--rich-text\"\n    \n      >\n\n    \n  <div class=\"inner-wrapper\">\n        \n<div class=\"f--field f--wysiwyg\">\n\n    \n  <p>No. Faculty research data is not automatically shared. All research use follows established USC governance, approvals, and formal agreements.<\/p>\n\n\n\n<\/div>\n  <\/div>\n\n\n  <\/div><\/div>\n            \n                      <\/div>\n        <\/li>\n\n              <li>\n          <button type=\"button\" class=\"accordion-trigger \" id=\"heading-1-4-NirXOnkEOL\" aria-controls=\"section-1-4-NirXOnkEOL\" aria-expanded=\"false\" aria-disabled=\"false\">\n                          <span class=\"item-title\">Who owns the data and resulting discoveries?<\/span>\n            \n                      <\/button>\n\n          <div id=\"section-1-4-NirXOnkEOL\" role=\"region\" aria-labelledby=\"heading-1-4-NirXOnkEOL\" class=\"accordion-panel\">\n\n                            \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--rich-text \"\n\n  \n  \n  \n  \n  \n  \n  >\n  <div class=\"c--component c--rich-text\"\n    \n      >\n\n    \n  <div class=\"inner-wrapper\">\n        \n<div class=\"f--field f--wysiwyg\">\n\n    \n  <p>USC retains ownership of its data and intellectual property, consistent with university policy.<\/p>\n\n\n\n<\/div>\n  <\/div>\n\n\n  <\/div><\/div>\n            \n                      <\/div>\n        <\/li>\n\n              <li>\n          <button type=\"button\" class=\"accordion-trigger \" id=\"heading-1-5-NirXOnkEOL\" aria-controls=\"section-1-5-NirXOnkEOL\" aria-expanded=\"false\" aria-disabled=\"false\">\n                          <span class=\"item-title\">How do Tempus Lens and the Tempus Discover Program differ from clinical tools?<\/span>\n            \n                      <\/button>\n\n          <div id=\"section-1-5-NirXOnkEOL\" role=\"region\" aria-labelledby=\"heading-1-5-NirXOnkEOL\" class=\"accordion-panel\">\n\n                            \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--rich-text \"\n\n  \n  \n  \n  \n  \n  \n  >\n  <div class=\"c--component c--rich-text\"\n    \n      >\n\n    \n  <div class=\"inner-wrapper\">\n        \n<div class=\"f--field f--wysiwyg\">\n\n    \n  <p>Tempus Lens and the Tempus Discover Program are research-focused resources. They are not clinical decision-support tools and do not replace existing clinical workflows. Faculty access is governed by USC policies and coordinated through MESH.<\/p>\n\n\n\n<\/div>\n  <\/div>\n\n\n  <\/div><\/div>\n            \n                      <\/div>\n        <\/li>\n\n              <li>\n          <button type=\"button\" class=\"accordion-trigger \" id=\"heading-1-6-NirXOnkEOL\" aria-controls=\"section-1-6-NirXOnkEOL\" aria-expanded=\"false\" aria-disabled=\"false\">\n                          <span class=\"item-title\">What is meant by \u201cAI co-development\u201d?<\/span>\n            \n                      <\/button>\n\n          <div id=\"section-1-6-NirXOnkEOL\" role=\"region\" aria-labelledby=\"heading-1-6-NirXOnkEOL\" class=\"accordion-panel\">\n\n                            \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--rich-text \"\n\n  \n  \n  \n  \n  \n  \n  >\n  <div class=\"c--component c--rich-text\"\n    \n      >\n\n    \n  <div class=\"inner-wrapper\">\n        \n<div class=\"f--field f--wysiwyg\">\n\n    \n  <p>AI co-development refers to collaborative projects in which USC faculty and Tempus jointly contribute expertise to the development or validation of AI-enabled tools. Participation is optional and project-specific and is governed by formal agreements that define scope, data use, intellectual property, and publication rights.<\/p>\n\n\n\n<\/div>\n  <\/div>\n\n\n  <\/div><\/div>\n            \n                      <\/div>\n        <\/li>\n\n              <li>\n          <button type=\"button\" class=\"accordion-trigger \" id=\"heading-1-7-NirXOnkEOL\" aria-controls=\"section-1-7-NirXOnkEOL\" aria-expanded=\"false\" aria-disabled=\"false\">\n                          <span class=\"item-title\">How do I explore whether my idea is a fit?<\/span>\n            \n                      <\/button>\n\n          <div id=\"section-1-7-NirXOnkEOL\" role=\"region\" aria-labelledby=\"heading-1-7-NirXOnkEOL\" class=\"accordion-panel\">\n\n                            \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--rich-text \"\n\n  \n  \n  \n  \n  \n  \n  >\n  <div class=\"c--component c--rich-text\"\n    \n      >\n\n    \n  <div class=\"inner-wrapper\">\n        \n<div class=\"f--field f--wysiwyg\">\n\n    \n  <p>Faculty are encouraged to contact MESH Strategic Partnerships to discuss eligibility and next steps.<\/p>\n\n\n\n<\/div>\n  <\/div>\n\n\n  <\/div><\/div>\n            \n                      <\/div>\n        <\/li>\n\n              <li>\n          <button type=\"button\" class=\"accordion-trigger \" id=\"heading-1-8-NirXOnkEOL\" aria-controls=\"section-1-8-NirXOnkEOL\" aria-expanded=\"false\" aria-disabled=\"false\">\n                          <span class=\"item-title\">What is the Clinical Trial TIME Program and who uses it?<\/span>\n            \n                      <\/button>\n\n          <div id=\"section-1-8-NirXOnkEOL\" role=\"region\" aria-labelledby=\"heading-1-8-NirXOnkEOL\" class=\"accordion-panel\">\n\n                            \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--rich-text \"\n\n  \n  \n  \n  \n  \n  \n  >\n  <div class=\"c--component c--rich-text\"\n    \n      >\n\n    \n  <div class=\"inner-wrapper\">\n        \n<div class=\"f--field f--wysiwyg\">\n\n    \n  <p>The Clinical Trial TIME Program is an AI-enabled clinical trial matching platform used within clinical workflows to support trial identification and enrollment. It is primarily used by clinicians and clinical research teams and operates under existing clinical, regulatory, and institutional approvals. All Tempus TIME activities are coordinated through the Norris Cancer Center Clinical Investigations Support Office.<\/p>\n\n\n\n<\/div>\n  <\/div>\n\n\n  <\/div><\/div>\n            \n                      <\/div>\n        <\/li>\n\n          <\/ul>\n  \n\n  <\/div><\/div>\n\n\n\n\n\n\n  \n  \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--accordions \"\n\n  \n   aria-label=\"Content Accordions\"\n  \n  \n  \n  \n  >\n  <div class=\"c--component c--accordions\"\n    \n      >\n\n    \n  \n      <ul>\n              <li>\n          <button type=\"button\" class=\"accordion-trigger \" id=\"heading-1-1-xJjZZYrmuF\" aria-controls=\"section-1-1-xJjZZYrmuF\" aria-expanded=\"false\" aria-disabled=\"false\">\n                          <span class=\"item-title\">Let&#8217;s Connect and Collaborate!<\/span>\n            \n                      <\/button>\n\n          <div id=\"section-1-1-xJjZZYrmuF\" role=\"region\" aria-labelledby=\"heading-1-1-xJjZZYrmuF\" class=\"accordion-panel\">\n\n                            \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--rich-text \"\n\n  \n  \n  \n  \n  \n  \n  >\n  <div class=\"c--component c--rich-text\"\n    \n      >\n\n    \n  <div class=\"inner-wrapper\">\n        \n<div class=\"f--field f--wysiwyg\">\n\n    \n  <style>@media screen and (max-width: 976px) {.embed-container {min-height: 730px;}} .embed-container { position: relative; padding-bottom: 100% !important; height: 100%; overflow: hidden; max-width: 915px; } .embed-container iframe, .embed-container object, .embed-container embed { position: absolute; top: 0; left: 0; width: 100%; height: 100%; }<\/style>\n<div class=\"embed-container\"><iframe style=\"border: 0\" title=\"lets started: Enter your information here\" src=\"https:\/\/usc.qualtrics.com\/jfe\/form\/SV_bx5j4zMWQALGB1A\"><\/iframe><\/div>\n\n\n\n<\/div>\n  <\/div>\n\n\n  <\/div><\/div>\n            \n                      <\/div>\n        <\/li>\n\n          <\/ul>\n  \n\n  <\/div><\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":295,"featured_media":0,"parent":88,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":true,"footnotes":""},"class_list":["post-421","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.3 (Yoast SEO v27.3) - 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