使用纵向胸部X射线和报告来预先填写放射学报告
Qingqing Zhu1, Tejas Sudharshan Mathai2, Pritam Mukherjee2
1National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, Bethesda, MD, USA.
ArXiv
|July 28, 2023
概括
这项研究引入了一种新的方法,使用过去的患者数据来预先填写放射学报告,减少错误. 该方法利用纵向胸部X射线 (CXR) 图像和报告来提高准确性.
科学领域:
- 医疗信息学 医疗信息学
- 医疗保健中的人工智能
- 放射学报告 放射学报告
背景情况:
- 语音识别软件减少了放射学报告时间,但持续的通信错误仍然是一个问题.
- 现有的生成医疗报告的方法缺乏利用纵向患者数据的能力.
- 预先填写放射学报告是减轻报告错误的有希望的策略.
结论:
- 拟议的方法有效地通过利用纵向多模式数据预先填充放射学报告的结果.
- 这种方法解决了利用历史患者数据来生成报告的差距.
- 开发的模型显示了在提高放射学报告的准确性和效率方面的巨大潜力.
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