SciScribe:在心脏外科手术中自动化和语境化文献评论
Rashed Mahboubi1, Kasper Dinkla2, Aaron Weiss1
1Department of Thoracic and Cardiovascular Surgery, Heart and Vascular Institute, Cleveland Clinic, Cleveland, Ohio.
The Journal of thoracic and cardiovascular surgery
|September 15, 2024
概括
SciScribe通过提取和组织信息来自动化文献评论,加速过程并减少错误. 该工具通过链接外部数据源以获得上下文化结果来增强科学发现.
科学领域:
- 科学文献分析,科学文献分析.
- 信息的提取和组织.
背景情况:
- 结构化内容审查越来越复杂.
- 当前的工具通常依赖于手动,耗时的流程.
研究的目的:
- 开发一个自动化工具,SciScribe,以加速文学评论.
- 从简单的搜索工具过渡到高级策划工具.
主要方法:
- SciScribe扩展了IBM的深度搜索平台,从PubMed中央和临床试验中获取数据.
- 使用关键字搜索和自然语言问题回答与大语言模型 (LLMs).
- 将出版物链接到外部数据库,使用作者名称和NCT号码进行上下文化.
主要成果:
- SciScribe是一个基于网络的工具,可以加速文学评论.
- 功能包括个人收集积累,语境信息集成和文档语义问答.
- 将特定文档的问答自动整理成表格.
结论:
- 新兴的语言处理技术增强了文献评论.
- SciScribe 自动化和加快了审查过程,减轻了错误.
- 通过立即链接外部数据源来对结果进行上下文化.
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