Study of active learning in the challenge. - Yukun Chen 001; Serial Mani (IJCNN, 2010)

Identifying potential drugs that induce QT prolongation using electronic medical records. - Mei Liu; Joshua C. Denny; Subramani Mani; Yukun Chen 001; Yong Hu 002; Hua Xu 001 (BMC Bioinform., 2010)

A study of machine-learning-based approaches to extract clinical entities and their assertions from discharge summaries. - Min Jiang 007; Yukun Chen 001; Mei Liu; S. Trent Rosenbloom; Subramani Mani; Joshua C. Denny; Hua Xu 001 (J. Am. Medical Informatics Assoc., 2011)

Active Learning for Unbalanced Data in the Challenge with Multiple Models and Biasing. - Yukun Chen 001; Subramani Mani (Active Learning and Experimental Design @ AISTATS, 2011)

Type 2 Diabetes Risk Forecasting from EMR Data using Machine Learning. - Subramani Mani; Yukun Chen 001; Tom Elasy; Warren Clayton; Joshua C. Denny (AMIA, 2012)

Large-scale prediction of adverse drug reactions using chemical, biological, and phenotypic properties of drugs. - Mei Liu; Yonghui Wu; Yukun Chen 001; Jingchun Sun; Zhongming Zhao; Xue-wen Chen 001; Michael E. Matheny; Hua Xu 001 (J. Am. Medical Informatics Assoc., 2012)

Applying active learning to assertion classification of concepts in clinical text. - Yukun Chen 001; Subramani Mani; Hua Xu 001 (J. Biomed. Informatics, 2012)

A Study of Active Learning Methods for Clinical Entities Recognition. - Yukun Chen 001; Thomas A. Lasko; Qiaozhu Mei; Joshua C. Denny; Hua Xu 001 (AMIA, 2013)

Applying active learning to supervised word sense disambiguation in MEDLINE. - Yukun Chen 001; Hongxin Cao; Qiaozhu Mei; Kai Zheng 002; Hua Xu 001 (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 001; Xia Li; Lori R. Arlinghaus; A. Bapsi Chakravarthy; Vandana G. Abramson; Sandeep R. Bhave; Mia A. Levy; Hua Xu 001; Thomas E. Yankeelov (J. Am. Medical Informatics Assoc., 2013)

A hybrid system for temporal information extraction from clinical text. - Buzhou Tang; Yonghui Wu; Min Jiang 007; Yukun Chen 001; Joshua C. Denny; Hua Xu 001 (J. Am. Medical Informatics Assoc., 2013)

Automated Assessment of Medical Students' Clinical Exposures according to AAMC Geriatric Competencies. - Yukun Chen 001; Jesse O. Wrenn; Hua Xu 001; Anderson Spickard III; Ralf Habermann; James S. Powers; Joshua C. Denny (AMIA, 2014)

A Preliminary Study of Coupling Transfer Learning with Active Learning for Clinical Named Entity Recognition between Two Institutions. - Yukun Chen 001; Yaoyun Zhang; Qiaozhu Mei; Dead Account; Joshua C. Denny; Hua Xu 001 (AMIA, 2014)

Applying Active Learning to Word Sense Disambiguation in a Real-Time Setting. - Sungrim Moon; Yukun Chen 001; Jingqi Wang; Joshua C. Denny; Hua Xu 001 (AMIA, 2014)

UTH_CCB: A report for SemEval 2014 - Task 7 Analysis of Clinical Text. - Yaoyun Zhang; Jingqi Wang; Buzhou Tang; Yonghui Wu; Min Jiang 007; Yukun Chen 001; Hua Xu 001 (SemEval@COLING, 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 001; Joann Romano-Keeler; Hui Nian; Jörn-Hendrik Weitkamp (J. Am. Medical Informatics Assoc., 2014)

Real Time Active Learning Study for Clinical Named Entity Recognition. - Yukun Chen 001; Sungrim Moon; Thomas A. Lasko; Qiaozhu Mei; Jingqi Wang; Trevor Cohen; Qingxia Chen; Joshua C. Denny; Hua Xu 001 (AMIA, 2015)

A study of active learning methods for named entity recognition in clinical text. - Yukun Chen 001; Thomas A. Lasko; Qiaozhu Mei; Joshua C. Denny; Hua Xu 001 (J. Biomed. Informatics, 2015)

Active Learning for Named Entity Recognition in Clinical Text. - Yukun Chen 001 (2015)

Applying Active Learning to Clinical Abbreviation Disambiguation in Real Time. - Sungrim Moon; Yukun Chen 001; Jingqi Wang; Joshua C. Denny; S. Trent Rosenbloom; Ky Nguyen; Tolulola Dawodu; Hua Xu 001 (AMIA, 2016)

A Study of Active Learning for Document Selection in Clinical Named Entity Recognition. - Qiang Wei 002; Yukun Chen 001; Sungrim Moon; Trevor Cohen; Hua Xu 001 (AMIA, 2016)

An active learning-enabled annotation system for clinical named entity recognition. - Yukun Chen 001; Thomas A. Lasko; Qiaozhu Mei; Qingxia Chen; Sungrim Moon; Jingqi Wang; Ky Nguyen; Tolulola Dawodu; Trevor Cohen; Joshua C. Denny; Hua Xu 001 (BMC Medical Informatics Decis. Mak., 2017)

Cost-aware active learning for named entity recognition in clinical text. - Qiang Wei 002; Yukun Chen 001; Mandana Salimi; Joshua C. Denny; Qiaozhu Mei; Thomas A. Lasko; Qingxia Chen; Stephen Wu 004; Amy Franklin; Trevor Cohen; Hua Xu 001 (J. Am. Medical Informatics Assoc., 2019)