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Zhengxing Huang
Zhengxing Huang
College of Biomedical Engineering and Instrument Science, Zhejiang University
Verified email at zju.edu.cn - Homepage
Title
Cited by
Cited by
Year
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
1992011
On mining clinical pathway patterns from medical behaviors
Z Huang, X Lu, H Duan
Artificial intelligence in medicine 56 (1), 35-50, 2012
1712012
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
1392014
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
1372019
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
1192011
Summarizing clinical pathways from event logs
Z Huang, X Lu, H Duan, W Fan
Journal of biomedical informatics 46 (1), 111-127, 2013
1182013
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
892017
Resource behavior measure and application in business process management
Z Huang, X Lu, H Duan
Expert Systems with Applications 39 (7), 6458-6468, 2012
862012
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
802015
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
712017
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
712013
Predictive monitoring of clinical pathways
Z Huang, W Dong, L Ji, H Duan
Expert systems with applications 56, 227-241, 2016
622016
Context-aware recommendation using rough set model and collaborative filtering
Z Huang, X Lu, H Duan
Artificial Intelligence Review 35, 85-99, 2011
602011
Latent treatment pattern discovery for clinical processes
Z Huang, X Lu, H Duan
Journal of medical systems 37, 1-10, 2013
582013
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
562015
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
552020
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
542012
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
522009
Collaboration-based medical knowledge recommendation
Z Huang, X Lu, H Duan, C Zhao
Artificial intelligence in medicine 55 (1), 13-24, 2012
502012
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
422018
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