Yukun Chen - Publications

Affiliations: 
Biomedical Informatics Vanderbilt University School of Medicine, Nashville, TN, United States 

14 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Chen Y, Zhang Z, Wu C, Davaasuren D, Goldstein JA, Gernand AD, Wang JZ. AI-PLAX: AI-based placental assessment and examination using photos. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 84: 101744. PMID 32634729 DOI: 10.1016/J.Compmedimag.2020.101744  0.573
2019 Wei Q, Chen Y, Salimi M, Denny JC, Mei Q, Lasko TA, Chen Q, Wu S, Franklin A, Cohen T, Xu H. Cost-aware active learning for named entity recognition in clinical text. Journal of the American Medical Informatics Association : Jamia. PMID 31294792 DOI: 10.1093/Jamia/Ocz102  0.503
2017 Chen Y, Lask TA, Mei Q, Chen Q, Moon S, Wang J, Nguyen K, Dawodu T, Cohen T, Denny JC, Xu H. An active learning-enabled annotation system for clinical named entity recognition. Bmc Medical Informatics and Decision Making. 17: 82. PMID 28699546 DOI: 10.1186/S12911-017-0466-9  0.561
2015 Chen Y, Sun J, Huang LC, Xu H, Zhao Z. Classification of Cancer Primary Sites Using Machine Learning and Somatic Mutations. Biomed Research International. 2015: 491502. PMID 26539502 DOI: 10.1155/2015/491502  0.321
2015 Chen Y, Lasko TA, Mei Q, Denny JC, Xu H. A study of active learning methods for named entity recognition in clinical text. Journal of Biomedical Informatics. PMID 26385377 DOI: 10.1016/J.Jbi.2015.09.010  0.57
2014 Chen Y, Wrenn J, Xu H, Spickard A, Habermann R, Powers J, Denny JC. Automated Assessment of Medical Students' Clinical Exposures according to AAMC Geriatric Competencies. Amia ... Annual Symposium Proceedings / Amia Symposium. Amia Symposium. 2014: 375-84. PMID 25954341  0.438
2014 Mani S, Ozdas A, Aliferis C, Varol HA, Chen Q, Carnevale R, Chen Y, Romano-Keeler J, Nian H, Weitkamp JH. Medical decision support using machine learning for early detection of late-onset neonatal sepsis. Journal of the American Medical Informatics Association : Jamia. 21: 326-36. PMID 24043317 DOI: 10.1136/Amiajnl-2013-001854  0.351
2013 Chen Y, Carroll RJ, Hinz ERM, Shah A, Eyler AE, Denny JC, Xu H. Applying active learning to high-throughput phenotyping algorithms for electronic health records data Journal of the American Medical Informatics Association. 20: e253-e259. PMID 23851443 DOI: 10.1136/Amiajnl-2013-001945  0.587
2013 Tang B, Wu Y, Jiang M, Chen Y, Denny JC, Xu H. A hybrid system for temporal information extraction from clinical text Journal of the American Medical Informatics Association. 20: 828-835. PMID 23571849 DOI: 10.1136/Amiajnl-2013-001635  0.459
2013 Chen Y, Cao H, Mei Q, Zheng K, Xu H. Applying active learning to supervised word sense disambiguation in MEDLINE. Journal of the American Medical Informatics Association : Jamia. 20: 1001-6. PMID 23364851 DOI: 10.1136/Amiajnl-2012-001244  0.389
2012 Mani S, Chen Y, Elasy T, Clayton W, Denny J. Type 2 diabetes risk forecasting from EMR data using machine learning. Amia ... Annual Symposium Proceedings / Amia Symposium. Amia Symposium. 2012: 606-15. PMID 23304333  0.43
2012 Chen Y, Mani S, Xu H. Applying active learning to assertion classification of concepts in clinical text. Journal of Biomedical Informatics. 45: 265-72. PMID 22127105 DOI: 10.1016/J.Jbi.2011.11.003  0.448
2011 Jiang M, Chen Y, Liu M, Rosenbloom ST, Mani S, Denny JC, Xu H. A study of machine-learning-based approaches to extract clinical entities and their assertions from discharge summaries. Journal of the American Medical Informatics Association : Jamia. 18: 601-6. PMID 21508414 DOI: 10.1136/Amiajnl-2011-000163  0.549
2010 Liu M, Denny JC, Mani S, Chen Y, Hu Y, Xu H. Identifying potential drugs that induce QT prolongation using electronic medical records Bmc Bioinformatics. 11. DOI: 10.1186/1471-2105-11-S4-P2  0.437
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