Evaluating large language models for health-related text classification tasks with public social media data.
利用公共社交媒體數據評估大型語言模型在健康相關文本分類任務中的表現。
J Am Med Inform Assoc 2024-08-09
A comparative study of zero-shot inference with large language models and supervised modeling in breast cancer pathology classification.
大型語言模型與監督建模在乳腺癌病理分類中零樣本推論的比較研究。
Res Sq 2024-03-04
Assessing the Efficacy of Large Language Models in Health Literacy: A Comprehensive Cross-Sectional Study.
評估大型語言模型在健康識字能力中的功效:一項全面的橫斷面研究。
Yale J Biol Med 2024-04-03
A comparative study of large language model-based zero-shot inference and task-specific supervised classification of breast cancer pathology reports.
基於大型語言模型的零-shot推論與特定任務監督分類在乳腺癌病理報告中的比較研究。
J Am Med Inform Assoc 2024-06-20
The potential and pitfalls of using a large language model such as ChatGPT, GPT-4, or LLaMA as a clinical assistant.
使用大型語言模型如ChatGPT、GPT-4或LLaMA作為臨床助手的潛力與陷阱。
J Am Med Inform Assoc 2024-07-17
Large Language Models Can Enable Inductive Thematic Analysis of a Social Media Corpus in a Single Prompt: Human Validation Study.
大型語言模型能夠在單一提示中啟用社交媒體語料庫的歸納主題分析:人類驗證研究。
JMIR Infodemiology 2024-08-29
On the development and validation of large language model-based classifiers for identifying social determinants of health.
基於大型語言模型的分類器在識別健康社會決定因素中的開發與驗證。
Proc Natl Acad Sci U S A 2024-09-16