首页> JAMIA open> A comparative performance analysis of regular expressions and a large language model-based approach to extract the BI-RADS score from radiological reports.

A comparative performance analysis of regular expressions and a large language model-based approach to extract the BI-RADS score from radiological reports.

导出 LinkOut

翻译打印收藏纠错

第一作者： Fabio,Dennstädt

第一单位： Department of Radiation Oncology, Inselspital, Bern University Hospital and University of Bern, Bern 3010, Switzerland.;School of Medicine, University of St. Gallen, St. Gallen 9000, Switzerland.

作者： Fabio,Dennstädt ^[1] ; Luc,Lerch ^[2] ; Max,Schmerder ^[2] ; Nikola,Cihoric ^[3] ; Grazia Maria,Cereghetti ^[2] ; Roberto,Gaio ^[3] ; Harald,Bonel ^[4] ; Irina,Filchenko ^[5] ; Janna,Hastings ^[6] ; Florian,Dammann ^[2] ; Daniel M,Aebersold ^[3] ; Hendrik,von Tengg-Kobligk ^[2] ; Knud,Nairz ^[2]

作者单位： Department of Radiation Oncology, Inselspital, Bern University Hospital and University of Bern, Bern 3010, Switzerland.;School of Medicine, University of St. Gallen, St. Gallen 9000, Switzerland. ^[1] Department of Diagnostic, Interventional and Pediatric Radiology (DIPR), Inselspital, Bern University Hospital, University of Bern, Bern 3010, Switzerland. ^[2] Department of Radiation Oncology, Inselspital, Bern University Hospital and University of Bern, Bern 3010, Switzerland. ^[3] Department of Diagnostic, Interventional and Pediatric Radiology (DIPR), Inselspital, Bern University Hospital, University of Bern, Bern 3010, Switzerland.;Department of Radiology, Lindenhof Hospital, Bern 3012, Switzerland. ^[4] Department of Neurology, Inselspital, Bern University Hospital and University of Bern, Bern 3010, Switzerland. ^[5] School of Medicine, University of St. Gallen, St. Gallen 9000, Switzerland.;Institute for Implementation Science in Health Care, University of Zurich, Zürich 8006, Switzerland.;Swiss Institute of Bioinformatics, Lausanne, Vaud 1015, Switzerland. ^[6]

关键词 BI-RADS data extraction large language models natural language processing radiology regular expressions

DOI 10.1093/jamiaopen/ooaf128

PMID 41245151

发布时间 2025-11-20

翻译满意度评价：

准确一般字义偏差语意偏离译文作用小提交

浏览0

JAMIA open

2025年8卷6期

ooaf128页

相似文献

中文期刊
外文期刊
学位论文
会议论文

浏览0

点击下载本期目录封面

JAMIA open

2025年8卷6期

ooaf128页

检索历史清除

A comparative performance analysis of regular expressions and a large language model-based approach to extract the BI-RADS score from radiological reports.

JAMIA open

相似文献

同项目论文

JAMIA open

相关期刊

参考文献：
指定格式：	NoteExpress EndNote RefWorks NoteFirst

检索历史 清除

A comparative performance analysis of regular expressions and a large language model-based approach to extract the BI-RADS score from radiological reports.

JAMIA open

相似文献

同项目论文

JAMIA open

相关期刊

检索历史清除