| 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 | 194 | 2011 |
| On mining clinical pathway patterns from medical behaviors Z Huang, X Lu, H Duan Artificial intelligence in medicine 56 (1), 35-50, 2012 | 169 | 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 | 137 | 2014 |
| 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 | 131 | 2019 |
| 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 | 117 | 2011 |
| Summarizing clinical pathways from event logs Z Huang, X Lu, H Duan, W Fan Journal of biomedical informatics 46 (1), 111-127, 2013 | 116 | 2013 |
| 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 | 87 | 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 | 81 | 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 | 79 | 2015 |
| 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 | 70 | 2017 |
| 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 | 70 | 2013 |
| Predictive monitoring of clinical pathways Z Huang, W Dong, L Ji, H Duan Expert systems with applications 56, 227-241, 2016 | 61 | 2016 |
| Context-aware recommendation using rough set model and collaborative filtering Z Huang, X Lu, H Duan Artificial Intelligence Review 35, 85-99, 2011 | 60 | 2011 |
| Latent treatment pattern discovery for clinical processes Z Huang, X Lu, H Duan Journal of medical systems 37, 1-10, 2013 | 58 | 2013 |
| 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 | 56 | 2015 |
| 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 | 53 | 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 | 52 | 2009 |
| Collaboration-based medical knowledge recommendation Z Huang, X Lu, H Duan, C Zhao Artificial intelligence in medicine 55 (1), 13-24, 2012 | 50 | 2012 |
| Interpretable clinical prediction via attention-based neural network P Chen, W Dong, J Wang, X Lu, U Kaymak, Z Huang BMC Medical Informatics and Decision Making 20, 1-9, 2020 | 48 | 2020 |
| Probabilistic modeling personalized treatment pathways using electronic health records Z Huang, Z Ge, W Dong, K He, H Duan Journal of biomedical informatics 86, 33-48, 2018 | 40 | 2018 |
Haomin LiThe Children's Hospital, Zhejiang University School of MedicineBestätigte E-Mail-Adresse bei zju.edu.cn
