Evaluating the impact of pre-annotation on annotation speed and potential bias: natural language processing gold standard development for clinical named entity recognition in clinical trial announcements
Lingren, Todd, Deleger, Louise, Molnar, Katalin, Zhai, Haijun, Meinzen-Derr, Jareen, Kaiser, Megan, Stoutenborough, Laura, Li, Qi, Solti, Imre
Published in Journal of the American Medical Informatics Association : JAMIA (01.05.2014)
Published in Journal of the American Medical Informatics Association : JAMIA (01.05.2014)
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Journal Article
Web 2.0-based crowdsourcing for high-quality gold standard development in clinical natural language processing
Zhai, Haijun, Lingren, Todd, Deleger, Louise, Li, Qi, Kaiser, Megan, Stoutenborough, Laura, Solti, Imre
Published in Journal of medical Internet research (01.04.2013)
Published in Journal of medical Internet research (01.04.2013)
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Journal Article
Leveraging Food and Drug Administration Adverse Event Reports for the Automated Monitoring of Electronic Health Records in a Pediatric Hospital
Tang, Huaxiu, Solti, Imre, Kirkendall, Eric, Zhai, Haijun, Lingren, Todd, Meller, Jaroslaw, Ni, Yizhao
Published in Biomedical informatics insights (2017)
Published in Biomedical informatics insights (2017)
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Journal Article
Mining FDA drug labels for medical conditions
Li, Qi, Deleger, Louise, Lingren, Todd, Zhai, Haijun, Kaiser, Megan, Stoutenborough, Laura, Jegga, Anil G, Cohen, Kevin Bretonnel, Solti, Imre
Published in BMC medical informatics and decision making (24.04.2013)
Published in BMC medical informatics and decision making (24.04.2013)
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Journal Article
Developing and evaluating a machine learning based algorithm to predict the need of pediatric intensive care unit transfer for newly hospitalized children
Zhai, Haijun, Brady, Patrick, Li, Qi, Lingren, Todd, Ni, Yizhao, Wheeler, Derek S, Solti, Imre
Published in Resuscitation (01.08.2014)
Published in Resuscitation (01.08.2014)
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Journal Article
Automated clinical trial eligibility prescreening: increasing the efficiency of patient identification for clinical trials in the emergency department
Ni, Yizhao, Kennebeck, Stephanie, Dexheimer, Judith W, McAneney, Constance M, Tang, Huaxiu, Lingren, Todd, Li, Qi, Zhai, Haijun, Solti, Imre
Published in Journal of the American Medical Informatics Association : JAMIA (01.01.2015)
Published in Journal of the American Medical Informatics Association : JAMIA (01.01.2015)
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Journal Article
Developing and evaluating an automated appendicitis risk stratification algorithm for pediatric patients in the emergency department
Deleger, Louise, Brodzinski, Holly, Zhai, Haijun, Li, Qi, Lingren, Todd, Kirkendall, Eric S, Alessandrini, Evaline, Solti, Imre
Published in Journal of the American Medical Informatics Association : JAMIA (01.12.2013)
Published in Journal of the American Medical Informatics Association : JAMIA (01.12.2013)
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Journal Article
A sequence labeling approach to link medications and their attributes in clinical notes and clinical trial announcements for information extraction
Li, Qi, Zhai, Haijun, Deleger, Louise, Lingren, Todd, Kaiser, Megan, Stoutenborough, Laura, Solti, Imre
Published in Journal of the American Medical Informatics Association : JAMIA (01.09.2013)
Published in Journal of the American Medical Informatics Association : JAMIA (01.09.2013)
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Journal Article
Automated detection of medication administration errors in neonatal intensive care
Li, Qi, Kirkendall, Eric S., Hall, Eric S., Ni, Yizhao, Lingren, Todd, Kaiser, Megan, Lingren, Nataline, Zhai, Haijun, Solti, Imre, Melton, Kristin
Published in Journal of biomedical informatics (01.10.2015)
Published in Journal of biomedical informatics (01.10.2015)
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Journal Article
Phenotyping for patient safety: algorithm development for electronic health record based automated adverse event and medical error detection in neonatal intensive care
Li, Qi, Melton, Kristin, Lingren, Todd, Kirkendall, Eric S, Hall, Eric, Zhai, Haijun, Ni, Yizhao, Kaiser, Megan, Stoutenborough, Laura, Solti, Imre
Published in Journal of the American Medical Informatics Association : JAMIA (01.09.2014)
Published in Journal of the American Medical Informatics Association : JAMIA (01.09.2014)
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Journal Article
Web Page Recognition Algorithm Based on Link Analysis in Theme Search Engine
Zude Chen, Jianxun Liu, Haijun Zhai, Lei Jiang, Buqing Cao
Published in 2012 Second International Conference on Cloud and Green Computing (01.11.2012)
Published in 2012 Second International Conference on Cloud and Green Computing (01.11.2012)
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Conference Proceeding
Cheap, Fast, and Good Enough for the Non-biomedical Domain but is It Usable for Clinical Natural Language Processing? Evaluating Crowdsourcing for Clinical Trial Announcement Named Entity Annotations
Haijun Zhai, Lingren, T., Deleger, L., Qi Li, Kaiser, M., Stoutenborough, L., Solti, I.
Published in 2012 IEEE Second International Conference on Healthcare Informatics, Imaging and Systems Biology (01.09.2012)
Published in 2012 IEEE Second International Conference on Healthcare Informatics, Imaging and Systems Biology (01.09.2012)
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Conference Proceeding
Linking Medications and Their Attributes in Clinical Notes and Clinical Trial Announcements for Information Extraction: A Sequence Labeling Approach
Qi Li, Haijun Zhai, Deleger, L., Lingren, T., Kaiser, M., Stoutenborough, L., Solti, I.
Published in 2012 IEEE Second International Conference on Healthcare Informatics, Imaging and Systems Biology (01.09.2012)
Published in 2012 IEEE Second International Conference on Healthcare Informatics, Imaging and Systems Biology (01.09.2012)
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Conference Proceeding
Identifying vulgar content in eMule network through text classification
Xiangtao Liu, Xueqi Cheng, Jingyuan Li, Haijun Zhai, Shuo Bai
Published in 2010 IEEE International Conference on Intelligence and Security Informatics (01.05.2010)
Published in 2010 IEEE International Conference on Intelligence and Security Informatics (01.05.2010)
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Conference Proceeding
Using Natural Language Processing and the Electronic Health Record for Appendicitis Risk Stratification
Deleger, L., Brodzinski, H., Haijun Zhai, Qi Li, Lingren, T., Kirkendall, E., Alessandrini, E., Solti, I.
Published in 2012 IEEE Second International Conference on Healthcare Informatics, Imaging and Systems Biology (01.09.2012)
Published in 2012 IEEE Second International Conference on Healthcare Informatics, Imaging and Systems Biology (01.09.2012)
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Conference Proceeding
AUTOMATIC GRAPH-BASED DETECTION OF POTENTIAL SECURITY THREATS
ROY, Yogesh K, MAZUMDER, Anisha, ZHAI, Haijun, HARIKRISHNAN, Seetharaman, MACE, Daniel Lee
Year of Publication 31.07.2024
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Year of Publication 31.07.2024
Patent
AUTOMATIC GRAPH-BASED DETECTION OF POTENTIAL SECURITY THREATS
ROY, Yogesh K, MAZUMDER, Anisha, ZHAI, Haijun, HARIKRISHNAN, Seetharaman, MACE, Daniel Lee
Year of Publication 27.06.2024
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Year of Publication 27.06.2024
Patent
Automatic graph-based detection of potential security threats
Mazumder, Anisha, Zhai, Haijun, Roy, Yogesh K, Harikrishnan, Seetharaman, Mace, Daniel Lee
Year of Publication 12.03.2024
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Year of Publication 12.03.2024
Patent
AUTOMATIC GRAPH-BASED DETECTION OF POTENTIAL SECURITY THREATS
ROY, Yogesh K, MAZUMDER, Anisha, ZHAI, Haijun, HARIKRISHNAN, Seetharaman, MACE, Daniel Lee
Year of Publication 30.03.2023
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Year of Publication 30.03.2023
Patent