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Automated Classification of Radiology Reports for Acute Lung Injury: Comparison of Keyword and Machine Learning Based Natural Language Processing Approaches

机译：急性肺损伤放射学报告的自动分类：基于关键词和机器学习的自然语言处理方法的比较

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Imre Solti; Colin R. Cooke; Fei Xia; Mark M. Wurfel;
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1. Automated Detection of Radiology Reports that Require Follow-up Imaging Using Natural Language Processing Feature Engineering and Machine Learning Classification [J] . Journal of digital imaging: the official journal of the Society for Computer Applications in Radiology . 2020,第1期

机译：自动检测放射学报告，需要使用自然语言处理的后续成像功能工程和机器学习分类
2. Comparison Between Manual Auditing and a Natural Language Process With Machine Learning Algorithm to Evaluate Faculty Use of Standardized Reports in Radiology [J] . Guimaraes Carolina V., Grzeszczuk Robert, Bisset George S. III, Journal of the American College of Radiology: JACR . 2018,第3aPta2期

机译：手动审计与机器学习算法自然语言过程的比较评价放射学中标准化报告的教师
3. Integrating Natural Language Processing and Machine Learning Algorithms to Categorize Oncologic Response in Radiology Reports [J] . Po-Hao Chen, Hanna Zafar, Maya Galperin-Aizenberg, Journal of digital imaging: the official journal of the Society for Computer Applications in Radiology . 2018,第2期

机译：集成自然语言处理和机器学习算法，在放射学报告中对肿瘤响应进行分类
4. Automated Classification of Radiology Reports for Acute Lung Injury: Comparison of Keyword and Machine Learning Based Natural Language Processing Approaches [C] . Imre Solti, Colin R. Cooke, Fei Xia, IEEE International Conference on Bioinformatics and Biomedicine Workshop . 2009

机译：急性肺损伤的放射学报告的自动分类：基于关键字和机器的自然语言处理方法的比较
5. Effective Classification of Clinical Reports: Natural Language Processing-Based and Topic Modeling-Based Approaches. [D] . Sarioglu, Efsun Selin. 2014

机译：临床报告的有效分类：基于自然语言处理和基于主题建模的方法。
6. Automated Classification of Radiology Reports for Acute Lung Injury: Comparison of Keyword and Machine Learning Based Natural Language Processing Approaches [O] . Imre Solti, Colin R. Cooke, Fei Xia, -1

机译：放射学报告的急性肺损伤的自动分类：基于和机械关键字的比较学习自然语言处理途径
7. Machine learning and natural language processing methods to identify ischemic stroke, acuity and location from radiology reports [O] . Charlene Jennifer Ong, Agni Orfanoudaki, Rebecca Zhang, 2020

机译：机器学习和自然语言处理方法，以识别缺血性卒中，敏锐度和放射学报告的位置

Automated Classification of Radiology Reports for Acute Lung Injury: Comparison of Keyword and Machine Learning Based Natural Language Processing Approaches

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