Natural language processing for automated detection of incidental durotomy

Karhade Aditya V; Bongers Michiel E. R.; Groot Olivier Q.; Kazarian Erick R.; Cha Thomas D.; Fogel Harold A.; Hershman Stuart H.; Tobert Daniel G.; Schoenfeld Andrew J.; Bono Christopher M.; Kang James D.; Harris Mitchel B.; Schwab Joseph H.

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Natural language processing for automated detection of incidental durotomy

机译：自动检测偶管的自然语言处理

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BACKGROUND: Incidental durotomy is a common intraoperative complication during spine surgery with potential implications for postoperative recovery, patient-reported outcomes, length of stay, and costs. To our knowledge, there are no processes available for automated surveillance of incidental durotomy.

机译：背景：偶联杜疏香术是脊柱手术期间常见的术中并发症，其潜在影响术后恢复，患者报告的结果，住宿时间和成本。据我们所知，没有可用于自动监测偶然术的过程。

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来源
《The spine journal: official journal of the North American Spine Society》 |2020年第5期|共6页
作者
Karhade Aditya V; Bongers Michiel E. R.; Groot Olivier Q.; Kazarian Erick R.; Cha Thomas D.; Fogel Harold A.; Hershman Stuart H.; Tobert Daniel G.; Schoenfeld Andrew J.; Bono Christopher M.; Kang James D.; Harris Mitchel B.; Schwab Joseph H.;
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作者单位

Harvard Med Sch Massachusetts Gen Hosp Dept Orthoped Surg 55 Fruit St Boston MA 02114 USA;

Harvard Med Sch Massachusetts Gen Hosp Dept Orthoped Surg 55 Fruit St Boston MA 02114 USA;

Harvard Med Sch Massachusetts Gen Hosp Dept Orthoped Surg 55 Fruit St Boston MA 02114 USA;

Harvard Med Sch Massachusetts Gen Hosp Dept Orthoped Surg 55 Fruit St Boston MA 02114 USA;

Harvard Med Sch Massachusetts Gen Hosp Dept Orthoped Surg 55 Fruit St Boston MA 02114 USA;

Harvard Med Sch Massachusetts Gen Hosp Dept Orthoped Surg 55 Fruit St Boston MA 02114 USA;

Harvard Med Sch Massachusetts Gen Hosp Dept Orthoped Surg 55 Fruit St Boston MA 02114 USA;

Harvard Med Sch Massachusetts Gen Hosp Dept Orthoped Surg 55 Fruit St Boston MA 02114 USA;

Harvard Med Sch Brigham &

Womens Hosp Dept Orthoped Surg 75 Francis St Boston MA 02115 USA;

Harvard Med Sch Massachusetts Gen Hosp Dept Orthoped Surg 55 Fruit St Boston MA 02114 USA;

Harvard Med Sch Brigham &

Womens Hosp Dept Orthoped Surg 75 Francis St Boston MA 02115 USA;

Harvard Med Sch Massachusetts Gen Hosp Dept Orthoped Surg 55 Fruit St Boston MA 02114 USA;

Harvard Med Sch Massachusetts Gen Hosp Dept Orthoped Surg 55 Fruit St Boston MA 02114 USA;

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原文格式 PDF
正文语种 eng
中图分类骨科学（运动系疾病、矫形外科学）;
关键词
Artificial intelligence; Diagnosis; Dural tear; Durotomy; Machine learning; Natural language processing; Prediction; Spine;

机译：人工智能;诊断;多云撕裂;杜伦蒂;机器学习;自然语言处理;预测;脊柱;

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专利

1. Natural language processing for automated detection of incidental durotomy [J] . Karhade Aditya V, Bongers Michiel E. R., Groot Olivier Q., The spine journal: official journal of the North American Spine Society . 2020,第5期

机译：自动检测偶管的自然语言处理
2. Natural language processing of radiology reports for the detection of thromboembolic diseases and clinically relevant incidental findings [J] . Anne-Dominique Pham, Aurélie Névéol, Thomas Lavergne, BMC Bioinformatics . 2014,第1期

机译：放射学报告的自然语言处理，用于检测血栓栓塞性疾病和临床相关的偶然发现
3. 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
4. Automate Traditional Interviewing Process Using Natural Language Processing and Machine Learning [C] . Pasindu Senarathne, Malaka Silva, Ama Methmini, International Conference for Convergence in Technology . 2021

机译：使用自然语言处理和机器学习自动化传统的访谈过程
5. Novel Applications of Natural Language Processing and Machine Learning to Extract Information from Clinical Text and Automate Cancer Stage Collection in a Central Cancer Registry [D] . AAlAbdulsalam, Abdulrahman Khalifa. 2018

机译：自然语言加工和机器学习从临床文本提取信息的新应用，并在中央癌症注册表中自动化癌症阶段收集
6. Natural language processing of radiology reports for the detection of thromboembolic diseases and clinically relevant incidental findings [O] . Anne-Dominique Pham, Aurélie Névéol, Thomas Lavergne, 2014

机译：放射学报告的自然语言处理用于检测血栓栓塞性疾病和临床相关的偶然发现
7. Natural language processing of radiology reports for the detection of thromboembolic diseases and clinically relevant incidental findings [O] . 2014

机译：放射学报告的自然语言处理，用于检测血栓栓塞性疾病和临床相关的偶然发现
8. Sociolinguistically Informed Natural Language Processing: Automating Irony Detection. [R] . Wallace, B. C., Beaver, D. 2017

机译：社会语言学知情自然语言处理：自动化反讽检测。

Natural language processing for automated detection of incidental durotomy

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