Reinforcement learning based resource allocation in business process management Z Huang, WMP van der Aalst, X Lu, H Duan Data & Knowledge Engineering 70 (1), 127-145, 2011 | 170 | 2011 |
On mining clinical pathway patterns from medical behaviors Z Huang, X Lu, H Duan Artificial intelligence in medicine 56 (1), 35-50, 2012 | 163 | 2012 |
Discovery of clinical pathway patterns from event logs using probabilistic topic models Z Huang, W Dong, L Ji, C Gan, X Lu, H Duan Journal of biomedical informatics 47, 39-57, 2014 | 125 | 2014 |
Summarizing clinical pathways from event logs Z Huang, X Lu, H Duan, W Fan Journal of biomedical informatics 46 (1), 111-127, 2013 | 112 | 2013 |
Mining association rules to support resource allocation in business process management Z Huang, X Lu, H Duan Expert Systems with Applications 38 (8), 9483-9490, 2011 | 102 | 2011 |
Real-time gastric polyp detection using convolutional neural networks X Zhang, F Chen, T Yu, J An, Z Huang, J Liu, W Hu, L Wang, H Duan, J Si PloS one 14 (3), e0214133, 2019 | 91 | 2019 |
A regularized deep learning approach for clinical risk prediction of acute coronary syndrome using electronic health records Z Huang, W Dong, H Duan, J Liu IEEE Transactions on Biomedical Engineering 65 (5), 956-968, 2017 | 73 | 2017 |
Resource behavior measure and application in business process management Z Huang, X Lu, H Duan Expert Systems with Applications 39 (7), 6458-6468, 2012 | 73 | 2012 |
On mining latent treatment patterns from electronic medical records Z Huang, W Dong, P Bath, L Ji, H Duan Data mining and knowledge discovery 29, 914-949, 2015 | 67 | 2015 |
Similarity measure between patient traces for clinical pathway analysis: problem, method, and applications Z Huang, W Dong, H Duan, H Li IEEE journal of biomedical and health informatics 18 (1), 4-14, 2013 | 66 | 2013 |
Context-aware recommendation using rough set model and collaborative filtering Z Huang, X Lu, H Duan The Artificial Intelligence Review 35 (1), 85, 2011 | 58 | 2011 |
Predictive monitoring of clinical pathways Z Huang, W Dong, L Ji, H Duan Expert systems with applications 56, 227-241, 2016 | 56 | 2016 |
MACE prediction of acute coronary syndrome via boosted resampling classification using electronic medical records Z Huang, TM Chan, W Dong Journal of biomedical informatics 66, 161-170, 2017 | 47 | 2017 |
A probabilistic topic model for clinical risk stratification from electronic health records Z Huang, W Dong, H Duan Journal of Biomedical Informatics 58, 28-36, 2015 | 47 | 2015 |
Latent treatment pattern discovery for clinical processes Z Huang, X Lu, H Duan Journal of medical systems 37, 1-10, 2013 | 47 | 2013 |
A task operation model for resource allocation optimization in business process management Z Huang, X Lu, H Duan IEEE Transactions on Systems, man, and cybernetics-part a: systems and …, 2012 | 47 | 2012 |
Radiology information system: a workflow-based approach J Zhang, X Lu, H Nie, Z Huang, WMP van der Aalst International journal of computer assisted radiology and surgery 4, 509-516, 2009 | 45 | 2009 |
Collaboration-based medical knowledge recommendation Z Huang, X Lu, H Duan, C Zhao Artificial intelligence in medicine 55 (1), 13-24, 2012 | 43 | 2012 |
Using recommendation to support adaptive clinical pathways Z Huang, X Lu, H Duan Journal of medical systems 36, 1849-1860, 2012 | 35 | 2012 |
On mining latent topics from healthcare chat logs T Wang, Z Huang, C Gan Journal of biomedical informatics 61, 247-259, 2016 | 33 | 2016 |