Neural machine translation of clinical text: an empirical investigation into multilingual pre-trained language models and transfer-learning.
臨床文本的神經機器翻譯:多語言預訓練語言模型和遷移學習的實證研究。
Front Digit Health 2024-03-13
Active learning for extracting rare adverse events from electronic health records: A study in pediatric cardiology.
從電子健康紀錄中提取罕見不良事件的主動學習:一項在小兒心臟病學中的研究。
Int J Med Inform 2024-12-17
Clinical concept annotation with contextual word embedding in active transfer learning environment.
在主動轉移學習環境中,使用上下文詞嵌入的臨床概念註釋。
Digit Health 2024-12-23
Leveraging large language models for knowledge-free weak supervision in clinical natural language processing.
利用大型語言模型在臨床自然語言處理中進行無知識的弱監督學習。
Sci Rep 2025-03-11
Transformers and large language models are efficient feature extractors for electronic health record studies.
變壓器和大型語言模型是電子健康紀錄研究中高效的特徵提取器。
Commun Med (Lond) 2025-03-22
Leveraging large language models to mimic domain expert labeling in unstructured text-based electronic healthcare records in non-english languages.
利用大型語言模型模擬非英語語言中無結構文本電子健康紀錄的領域專家標註。
BMC Med Inform Decis Mak 2025-04-01