Domain-adapted Large Language Models for Classifying Nuclear Medicine Reports.

Zachary Huemann, Changhee Lee,Junjie Hu,Steve Y Cho,Tyler J Bradshaw

arxiv（2023）

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摘要

Domain adaptation improved the performance of large language models in predicting Deauville scores in PET/CT reports. Lymphoma, PET, PET/CT, Transfer Learning, Unsupervised Learning, Convolutional Neural Network (CNN), Nuclear Medicine, Deauville, Natural Language Processing, Multimodal Learning, Artificial Intelligence, Machine Learning, Language Modeling . © RSNA, 2023See also the commentary by Abajian in this issue.

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关键词

large language models,language models,medicine,domain-adapted

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