Evaluating local open-source large language models for data extraction from unstructured reports on mechanical thrombectomy in patients with ischemic stroke.
評估本地開源大型語言模型在從缺血性中風患者的機械性血栓切除術非結構化報告中提取數據的效果。
J Neurointerv Surg 2024-08-02
A comparison of large language model versus manual chart review for extraction of data elements from the electronic health record.
大型語言模型與手動病歷審閱在從電子健康記錄中提取數據元素方面的比較。
medRxiv 2024-01-13
Data Extraction from Free-Text Reports on Mechanical Thrombectomy in Acute Ischemic Stroke Using ChatGPT: A Retrospective Analysis.
使用 ChatGPT 進行急性缺血性中風患者機械溶栓手術自由文本報告的資料提取:一項回顧性分析。
Radiology 2024-04-16
Local large language models for privacy-preserving accelerated review of historic echocardiogram reports.
本地大型語言模型用於隱私保護加速審查歷史心臟超聲報告。
J Am Med Inform Assoc 2024-04-30
Performance of an Open-Source Large Language Model in Extracting Information from Free-Text Radiology Reports.
開源大型語言模型在從自由文本放射學報告中提取信息的表現。
Radiol Artif Intell 2024-05-08
Enhancing Clinical Data Extraction from Pathology Reports: A Comparative Analysis of Large Language Models.
從病理報告中增強臨床數據提取:大型語言模型的比較分析。
Stud Health Technol Inform 2024-08-23
Exploring Offline Large Language Models for Clinical Information Extraction: A Study of Renal Histopathological Reports of Lupus Nephritis Patients.
探索離線大型語言模型在臨床資訊提取中的應用:系統性紅斑狼瘡腎炎患者腎臟組織病理報告的研究。
Stud Health Technol Inform 2024-08-23
A scoping review of large language model based approaches for information extraction from radiology reports.
基於大型語言模型的信息提取方法在放射科報告中的範疇回顧。
NPJ Digit Med 2024-08-24
LLM-AIx: An open source pipeline for Information Extraction from unstructured medical text based on privacy preserving Large Language Models.
LLM-AIx:一個基於隱私保護大型語言模型的開源醫學文本非結構化信息提取管道。
medRxiv 2024-09-16
Large language models can effectively extract stroke and reperfusion audit data from medical free-text discharge summaries.
大型語言模型能有效地從醫療自由文本出院摘要中提取中風和再灌注審核數據。
J Clin Neurosci 2024-09-21