TY - RPRT TI - Leveraging Large Language Models for Real-World Data Evidence: A Framework for Automated Treatment Extraction and Data Harmonization AU - Shivanna, Abhishek [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] AU - Fitts, Austin [National Institutes of Health (NIH), Washington, DC (United States). National Cancer Institute] AU - Tschida, Jordan [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] AU - Chandreshekar, Mayanka [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] AU - Hwang, Amie [National Institutes of Health (NIH), Washington, DC (United States). National Cancer Institute] AU - Hsu, Elizabeth [National Institutes of Health (NIH), Washington, DC (United States). National Cancer Institute] AU - Gounley, John [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] AU - Hanson, Heidi A. [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] PY - 2025 UR - https://www.osti.gov/biblio/3021591 ID - 3021591 ER -