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Zifan Gu

University of Texas at Dallas - Southwestern Medical Center

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Scholarly Papers (1)

1.

Leveraging Large Language Models to Extract Prognostic Pathology Features in Ewing Sarcoma

Number of pages: 34 Posted: 16 Mar 2026
The University of Texas Southwestern Medical Center, University of Texas at Dallas - Southwestern Medical Center, University of Texas at Dallas - Southwestern Medical Center, University of Texas at Dallas - Southwestern Medical Center, University of Texas at Dallas - Southwestern Medical Center, University of Colorado Anschutz Medical Campus, Indiana University Purdue University Indianapolis (IUPUI) - Indiana University School of Medicine, Harvard University - Harvard Medical School, Harvard University - Dana-Farber Cancer Institute, Children’s Oncology Group (COG), Children’s Oncology Group (COG), Children’s Oncology Group (COG), University of Michigan at Ann Arbor - University of Michigan Medical School, University of Texas at Dallas - Southwestern Medical Center, University of Texas at Dallas - Southwestern Medical Center and University of Texas at Dallas - Southwestern Medical Center
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Abstract:

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Ewing Sarcoma, Large Language Models, Structured Data Extraction, IHC Markers, CD99 Patterns, NSE, S100, Survival Analysis