Yukun Chen
Yukun Chen
Pieces Technologies Inc.
Verified email at piecestech.com
TitleCited byYear
Wisdom of crowds for robust gene network inference
D Marbach, JC Costello, R Küffner, NM Vega, RJ Prill, DM Camacho, ...
Nature methods 9 (8), 796, 2012
10982012
A study of machine-learning-based approaches to extract clinical entities and their assertions from discharge summaries
M Jiang, Y Chen, M Liu, ST Rosenbloom, S Mani, JC Denny, H Xu
Journal of the American Medical Informatics Association 18 (5), 601-606, 2011
1982011
Large-scale prediction of adverse drug reactions using chemical, biological, and phenotypic properties of drugs
M Liu, Y Wu, Y Chen, J Sun, Z Zhao, X Chen, ME Matheny, H Xu
Journal of the American Medical Informatics Association 19 (e1), e28-e35, 2012
1622012
A hybrid system for temporal information extraction from clinical text
B Tang, Y Wu, M Jiang, Y Chen, JC Denny, H Xu
Journal of the American Medical Informatics Association 20 (5), 828-835, 2013
902013
Medical decision support using machine learning for early detection of late-onset neonatal sepsis
S Mani, A Ozdas, C Aliferis, HA Varol, Q Chen, R Carnevale, Y Chen, ...
Journal of the American Medical Informatics Association 21 (2), 326-336, 2014
872014
Applying active learning to high-throughput phenotyping algorithms for electronic health records data
Y Chen, RJ Carroll, ERMP Hinz, A Shah, AE Eyler, JC Denny, H Xu
Journal of the American Medical Informatics Association 20 (e2), e253-e259, 2013
842013
Type 2 diabetes risk forecasting from EMR data using machine learning
S Mani, Y Chen, T Elasy, W Clayton, J Denny
AMIA annual symposium proceedings 2012, 606, 2012
742012
Extracting and integrating data from entire electronic health records for detecting colorectal cancer cases
H Xu, Z Fu, A Shah, Y Chen, NB Peterson, Q Chen, S Mani, MA Levy, ...
AMIA Annual Symposium Proceedings 2011, 1564, 2011
712011
A study of active learning methods for named entity recognition in clinical text
Y Chen, TA Lasko, Q Mei, JC Denny, H Xu
Journal of biomedical informatics 58, 11-18, 2015
442015
UTH_CCB: a report for semeval 2014–task 7 analysis of clinical text
Y Zhang, J Wang, B Tang, Y Wu, M Jiang, Y Chen, H Xu
Proceedings of the 8th International Workshop on Semantic Evaluation …, 2014
382014
Applying active learning to assertion classification of concepts in clinical text
Y Chen, S Mani, H Xu
Journal of biomedical informatics 45 (2), 265-272, 2012
332012
Applying active learning to supervised word sense disambiguation in MEDLINE
Y Chen, H Cao, Q Mei, K Zheng, H Xu
Journal of the American Medical Informatics Association 20 (5), 1001-1006, 2013
282013
Machine learning for predicting the response of breast cancer to neoadjuvant chemotherapy
S Mani, Y Chen, X Li, L Arlinghaus, AB Chakravarthy, V Abramson, ...
Journal of the American Medical Informatics Association 20 (4), 688-695, 2013
282013
Classification of cancer primary sites using machine learning and somatic mutations
Y Chen, J Sun, LC Huang, H Xu, Z Zhao
BioMed research international 2015, 2015
182015
Early prediction of the response of breast tumors to neoadjuvant chemotherapy using quantitative MRI and machine learning
S Mani, Y Chen, LR Arlinghaus, X Li, AB Chakravarthy, SR Bhave, ...
AMIA Annual Symposium Proceedings 2011, 868, 2011
152011
Hybrid approaches to concept extraction and assertion classification-vanderbilt’s systems for 2010 I2B2 NLP Challenge
M Jiang, Y Chen, M Liu, T Rosenbloom, S Mani, JC Denny, H Xu
Proceedings of the 2010 i2b2/VA Workshop on Challenges in Natural Language …, 2010
112010
Study of active learning in the challenge
Y Chen, S Mani
Neural Networks (IJCNN), The 2010 International Joint Conference on, 1-7, 2010
102010
Active learning for unbalanced data in the challenge with multiple models and biasing
Y Chen, S Mani
Active Learning and Experimental Design workshop In conjunction with AISTATS …, 2011
92011
An active learning-enabled annotation system for clinical named entity recognition
Y Chen, TA Lask, Q Mei, Q Chen, S Moon, J Wang, K Nguyen, T Dawodu, ...
BMC Medical Informatics and Decision Making 17 (2), 82, 2017
82017
Automated Assessment of Medical Students’ Clinical Exposures according to AAMC Geriatric Competencies
Y Chen, J Wrenn, H Xu, A Spickard III, R Habermann, J Powers, ...
AMIA Annual Symposium Proceedings 2014, 375, 2014
72014
The system can't perform the operation now. Try again later.
Articles 1–20