Yukun Chen

According to our database, Yukun Chen authored at least 23 papers between 2010 and 2019.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2019

Cost-aware active learning for named entity recognition in clinical text.

Qiang Wei, Yukun Chen, Mandana Salimi, Joshua C. Denny, Qiaozhu Mei, Thomas A. Lasko, Qingxia Chen, Stephen Wu, Amy Franklin, Trevor Cohen, Hua Xu

J. Am. Medical Informatics Assoc., 2019

2017

An active learning-enabled annotation system for clinical named entity recognition.

Yukun Chen, Thomas A. Lasko, Qiaozhu Mei, Qingxia Chen, Sungrim Moon, Jingqi Wang, Ky Nguyen, Tolulola Dawodu, Trevor Cohen, Joshua C. Denny, Hua Xu

BMC Medical Informatics Decis. Mak., 2017

2016

A Study of Active Learning for Document Selection in Clinical Named Entity Recognition.

Qiang Wei, Yukun Chen, Sungrim Moon, Trevor Cohen, Hua Xu

Proceedings of the AMIA 2016, 2016

Applying Active Learning to Clinical Abbreviation Disambiguation in Real Time.

Sungrim Moon, Yukun Chen, Jingqi Wang, Joshua C. Denny, S. Trent Rosenbloom, Ky Nguyen, Tolulola Dawodu, Hua Xu

Proceedings of the AMIA 2016, 2016

2015

Active Learning for Named Entity Recognition in Clinical Text.

Yukun Chen

PhD thesis, 2015

A study of active learning methods for named entity recognition in clinical text.

Yukun Chen, Thomas A. Lasko, Qiaozhu Mei, Joshua C. Denny, Hua Xu

J. Biomed. Informatics, 2015

Real Time Active Learning Study for Clinical Named Entity Recognition.

Yukun Chen, Sungrim Moon, Thomas A. Lasko, Qiaozhu Mei, Jingqi Wang, Trevor Cohen, Qingxia Chen, Joshua C. Denny, Hua Xu

Proceedings of the AMIA 2015, 2015

2014

Medical decision support using machine learning for early detection of late-onset neonatal sepsis.

Subramani Mani, Asli Ozdas, Constantin F. Aliferis, Huseyin Atakan Varol, Qingxia Chen, Randy J. Carnevale, Yukun Chen, Joann Romano-Keeler, Hui Nian, Jörn-Hendrik Weitkamp

J. Am. Medical Informatics Assoc., 2014

UTH_CCB: A report for SemEval 2014 - Task 7 Analysis of Clinical Text.

Yaoyun Zhang, Jingqi Wang, Buzhou Tang, Yonghui Wu, Min Jiang, Yukun Chen, Hua Xu

Proceedings of the 8th International Workshop on Semantic Evaluation, 2014

Applying Active Learning to Word Sense Disambiguation in a Real-Time Setting.

Sungrim Moon, Yukun Chen, Jingqi Wang, Joshua C. Denny, Hua Xu

Proceedings of the AMIA 2014, 2014

A Preliminary Study of Coupling Transfer Learning with Active Learning for Clinical Named Entity Recognition between Two Institutions.

Yukun Chen, Yaoyun Zhang, Qiaozhu Mei, Dead Account, Joshua C. Denny, Hua Xu

Proceedings of the AMIA 2014, 2014

Automated Assessment of Medical Students' Clinical Exposures according to AAMC Geriatric Competencies.

Yukun Chen, Jesse O. Wrenn, Hua Xu, Anderson Spickard III, Ralf Habermann, James S. Powers, Joshua C. Denny

Proceedings of the AMIA 2014, 2014

2013

A hybrid system for temporal information extraction from clinical text.

Buzhou Tang, Yonghui Wu, Min Jiang, Yukun Chen, Joshua C. Denny, Hua Xu

J. Am. Medical Informatics Assoc., 2013

Research and applications: Machine learning for predicting the response of breast cancer to neoadjuvant chemotherapy.

Subramani Mani, Yukun Chen, Xia Li, Lori R. Arlinghaus, A. Bapsi Chakravarthy, Vandana G. Abramson, Sandeep R. Bhave, Mia A. Levy, Hua Xu, Thomas E. Yankeelov

J. Am. Medical Informatics Assoc., 2013

Applying active learning to supervised word sense disambiguation in MEDLINE.

Yukun Chen, Hongxin Cao, Qiaozhu Mei, Kai Zheng, Hua Xu

J. Am. Medical Informatics Assoc., 2013

A Study of Active Learning Methods for Clinical Entities Recognition.

Yukun Chen, Thomas A. Lasko, Qiaozhu Mei, Joshua C. Denny, Hua Xu

Proceedings of the AMIA 2013, 2013

2012

Applying active learning to assertion classification of concepts in clinical text.

Yukun Chen, Subramani Mani, Hua Xu

J. Biomed. Informatics, 2012

Large-scale prediction of adverse drug reactions using chemical, biological, and phenotypic properties of drugs.

Mei Liu, Yonghui Wu, Yukun Chen, Jingchun Sun, Zhongming Zhao, Xue-wen Chen, Michael E. Matheny, Hua Xu

J. Am. Medical Informatics Assoc., 2012

Type 2 Diabetes Risk Forecasting from EMR Data using Machine Learning.

Subramani Mani, Yukun Chen, Tom Elasy, Warren Clayton, Joshua C. Denny

Proceedings of the AMIA 2012, 2012

2011

Active Learning for Unbalanced Data in the Challenge with Multiple Models and Biasing.

Yukun Chen, Subramani Mani

Proceedings of the Active Learning and Experimental Design workshop, 2011

A study of machine-learning-based approaches to extract clinical entities and their assertions from discharge summaries.

Min Jiang, Yukun Chen, Mei Liu, S. Trent Rosenbloom, Subramani Mani, Joshua C. Denny, Hua Xu

J. Am. Medical Informatics Assoc., 2011

2010

Identifying potential drugs that induce QT prolongation using electronic medical records.

Mei Liu, Joshua C. Denny, Subramani Mani, Yukun Chen, Yong Hu, Hua Xu

BMC Bioinform., 2010

Study of active learning in the challenge.

Yukun Chen, Serial Mani

Proceedings of the International Joint Conference on Neural Networks, 2010