BoneBert: A BERT-based Automated Information Extraction System of Radiology Reports for Bone Fracture Detection and Diagnosis
Author:
Publisher
Springer International Publishing
Link
https://link.springer.com/content/pdf/10.1007/978-3-030-74251-5_21
Reference26 articles.
1. Banerjee, I., Chen, M.C., Lungren, M.P., Rubin, D.L.: Radiology report annotation using intelligent word embeddings: applied to multi-institutional chest CT cohort. J. Biomed. Inform. 77, 11–20 (2018). https://doi.org/10.1016/j.jbi.2017.11.012, https://linkinghub.elsevier.com/retrieve/pii/S1532046417302575
2. Bozkurt, S., Alkim, E., Banerjee, I., Rubin, D.L.: Automated detection of measurements and their descriptors in radiology reports using a hybrid natural language processing algorithm. Journal of Digital Imaging 32(4), 544–553 (2019). https://doi.org/10.1007/s10278-019-00237-9
3. Chambers, N., et al.: Learning alignments and leveraging natural logic. In: Proceedings of the ACL-PASCAL Workshop on Textual Entailment and Paraphrasing - RTE 2007. Association for Computational Linguistics, Morristown, NJ, USA, pp. 165–170 (2007). https://doi.org/10.3115/1654536.1654570
4. Charniak, E., Johnson, M.: Coarse-to-fine n-best parsing and MaxEnt discriminative reranking. In: Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics - ACL 2005. Association for Computational Linguistics, Morristown, NJ, USA, vol. 1, pp. 173–180 (2005). https://doi.org/10.3115/1219840.1219862
5. Datta, S., Si, Y., Rodriguez, L., Shooshan, S.E., Demner-Fushman, D., Roberts, K.: Understanding spatial language in radiology: representation framework, annotation, and spatial relation extraction from chest X-ray reports using deep learning. J. Biomed. Inform. 108, 103473 (2019). https://doi.org/10.1016/j.jbi.2020.103473, http://arxiv.org/abs/1908.04485
Cited by 4 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. BERT Goes to SQL School: Improving Automatic Grading of SQL Statements;2023 Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE);2023-07-24
2. NLP Text Classification for COVID-19 Automatic Detection from Radiology Report in Indonesian Language;2022 5th International Seminar on Research of Information Technology and Intelligent Systems (ISRITI);2022-12-08
3. Extraction of Radiological Characteristics from Free-Text Imaging Reports Utilizing Natural Language Processing Among Patients with Ischemic and Hemorrhagic Stroke (Preprint);2022-09-22
4. A Novel Patient Similarity Network (PSN) Framework Based on Multi-Model Deep Learning for Precision Medicine;Journal of Personalized Medicine;2022-05-10
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