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AUTOMATED MULTI-TIMEPOINT CT ANALYSIS FOR ENHANCED METASTATIC DISEASE EVALUATION IN COLORECTAL CANCER: AN ANATOMY-AWARE VISION-LANGUAGE AI APPROACH - PROJECT SUMMARY COLORECTAL CANCER (CRC) IS A MAJOR HEALTH CONCERN, RAN

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AUTOMATED MULTI-TIMEPOINT CT ANALYSIS FOR ENHANCED METASTATIC DISEASE EVALUATION IN COLORECTAL CANCER: AN ANATOMY-AWARE VISION-LANGUAGE AI APPROACH - PROJECT SUMMARY COLORECTAL CANCER (CRC) IS A MAJOR HEALTH CONCERN, RANKING AS THE THIRD MOST COMMON CANCER AND THE SECOND LEADING CAUSE OF CANCER-RELATED DEATHS IN THE UNITED STATES. APPROXIMATELY 20% OF PATIENTS PRESENT WITH METASTATIC DISEASE AT DIAGNOSIS, MAKING EARLY DETECTION AND ACCURATE STAGING CRUCIAL. CRC OFTEN METASTASIZES TO THE LIVER, LYMPH NODES, BONES, AND PERITONEUM, WITH COMPUTED TOMOGRAPHY (CT) SERVING AS THE PRIMARY IMAGING TOOL

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award

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US

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1414381

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USD