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Fine-Tuning a Local LLaMA-3 Large Language Model for Automated Privacy-Preserving Physician Letter Generation in Radiation Oncology

Yihao Hou,Christoph Bert,Ahmed Gomaa,Godehard Lahmer,Daniel Hoefler,Thomas Weissmann,Raphaela Voigt,Philipp Schubert,Charlotte Schmitter, Alina Depardon,Sabine Semrau,Andreas Maier,Rainer Fietkau,Yixing Huang,Florian Putz

FRONTIERS IN ARTIFICIAL INTELLIGENCE（2025）

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Key words
radiation oncology,data privacy,parameter-efficient fine-tuning,LLaMA,fine-tuning,physician letter,large language model,LLM
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