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Author

Karen Chin-Snyder

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Open access Sep 2026

Stereotactic radiosurgery plan optimization with a human-in-the-loop reasoning large language model agent

Large language model agents can adjust optimization parameters in a treatment planning system under natural-language instruction, but no study has tested a model post-trained for extended reasoning against a general-purpose model in stereotactic radiosurgery. We compared a reasoning-optimized model (QwQ-32B) with a...

H. Nusrat, Luke Francisco, Bing Luo et al. · 0 citations

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