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    Large language model-based multi-source integration pipeline for automated diagnostic classification and zero-shot prognoses for brain tumor

    Large language model-based multi-source integration pipeline for automated diagnostic classification and zero-shot prognoses for brain tumor od Zhuoqi Ma, Lulu Bi, Paige Collins, Owen Leary, Maliha Imami, Zhusi Zhong, Shaolei Lu, Grayson Baird, Nikos Tapinos, Ugur Cetintemel, Harrison Bai, Jerrold Boxerman, Zhicheng Jiao

    Wydane 2025-06-01

    Purpose: In this study, we use large language models (LLMs) to integrate information from multi-source medical reports to enhance the accuracy of automated diagnostic classification and prognosis for brain tumors. Materials and Methods: Brain MRI reports from a cohort of 426 brain tumor patients wer...

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