Toward Complete Structured Information Extraction from Radiology Reports Using Machine Learning
Author:
Publisher
Springer Science and Business Media LLC
Subject
Computer Science Applications,Radiology Nuclear Medicine and imaging,Radiological and Ultrasound Technology
Link
http://link.springer.com/content/pdf/10.1007/s10278-019-00234-y.pdf
Reference13 articles.
1. Rubin DL, Kahn, Jr CE: Common Data Elements in Radiology. Radiology 283:837–844, 2017
2. European Society of Radiology (ESR): ESR paper on structured reporting in radiology. Insights Imaging 9(1):1–7, 2018
3. Singh S: Natural Language Processing for Information Extraction. arXiv [cs.CL], 2018
4. Hassanpour S, Langlotz CP: Information extraction from multi-institutional radiology reports. Artif Intell Med 66:29–39, 2016
5. Nandhakumar N, Sherkat E, Milios EE, Gu H, Butler M: Clinically Significant Information Extraction from Radiology Reports. In: Proceedings of the 2017 ACM Symposium on Document Engineering - DocEng ’17. ACM Press, 2017, pp 153–162
Cited by 34 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Feasibility of extracting critical diagnostic imaging report findings following percutaneous liver ablation with a large language model;Medical Imaging 2024: Imaging Informatics for Healthcare, Research, and Applications;2024-04-02
2. A system for feature extraction and classification of ovarian CT radiology reports;2023 6th International Conference on Advances in Science and Technology (ICAST);2023-12-08
3. Large language model-based information extraction from free-text radiology reports: a scoping review protocol;BMJ Open;2023-12
4. ESR paper on structured reporting in radiology—update 2023;Insights into Imaging;2023-11-23
5. Reviewing methods of deep learning for diagnosing COVID-19, its variants and synergistic medicine combinations;Computers in Biology and Medicine;2023-09
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3