| An End-to-End Deep Learning Architecture for Graph Classification M Zhang, Z Cui, M Neumann, Y Chen AAAI, 4438-4445, 2018 | 1898 | 2018 |
| Multi-scale convolutional neural networks for time series classification Z Cui, W Chen, Y Chen arXiv preprint arXiv:1603.06995, 2016 | 841 | 2016 |
| Predicting hospital readmission via cost-sensitive deep learning H Wang, Z Cui, Y Chen, M Avidan, AB Abdallah, A Kronzer IEEE/ACM transactions on computational biology and bioinformatics 15 (6 …, 2018 | 236 | 2018 |
| D-vae: A variational autoencoder for directed acyclic graphs M Zhang, S Jiang, Z Cui, R Garnett, Y Chen Advances in Neural Information Processing Systems, 2019 | 210 | 2019 |
| Optimal action extraction for random forests and boosted trees Z Cui, W Chen, Y He, Y Chen Proceedings of the 21th ACM SIGKDD international conference on knowledge …, 2015 | 153 | 2015 |
| Beyond Link Prediction: Predicting Hyperlinks in Adjacency Space M Zhang, Z Cui, S Jiang, Y Chen AAAI, 4430-4437, 2018 | 143 | 2018 |
| Deep-learning model for predicting 30-day postoperative mortality BA Fritz*, Z Cui*, M Zhang, Y He, Y Chen, A Kronzer, AB Abdallah, ... British Journal of Anaesthesia 123 (5), 2019 | 109 | 2019 |
| Recovering metabolic networks using a novel hyperlink prediction method M Zhang, Z Cui, T Oyetunde, Y Tang, Y Chen arXiv preprint arXiv:1610.06941, 2016 | 25 | 2016 |
| Extracting optimal actionable plans from additive tree models Q Lu, Z Cui, Y Chen, X Chen Frontiers of Computer Science 11, 160-173, 2017 | 19 | 2017 |
| Mortality prediction in icus using a novel time-slicing cox regression method Y Wang, W Chen, K Heard, MH Kollef, TC Bailey, Z Cui, Y He, C Lu, ... AMIA Annual Symposium Proceedings 2015, 1289, 2015 | 19 | 2015 |
| Cost-sensitive deep learning for early readmission prediction at a major hospital H Wang, Z Cui, Y Chen, M Avidan, AB Abdallah, A Kronzer Canada Proc. BIOKDD, 2017 | 18 | 2017 |
| A Factored Generalized Additive Model for Clinical Decision Support in the Operating Room Z Cui, BA Fritz, CR King, MS Avidan, Y Chen AMIA Annual Symposium Proceedings, 2019 | 15 | 2019 |
| Predicting self-intercepted medication ordering errors using machine learning CR King, J Abraham, BA Fritz, Z Cui, W Galanter, Y Chen, T Kannampallil PloS one 16 (7), e0254358, 2021 | 9 | 2021 |
| Deep Embedding Logistic Regression Z Cui, M Zhang, Y Chen Proceedings of the 9th IEEE International Conference on Big Knowledge, 2018 | 5 | 2018 |
| Extracting actionability from machine learning models by sub-optimal deterministic planning Q Lyu, Y Chen, Z Li, Z Cui, L Chen, X Zhang, H Shen arXiv preprint arXiv:1611.00873, 2016 | 4 | 2016 |
| Towards Interpretable Machine Learning with Applications to Clinical Decision Support Z Cui Washington University in St. Louis, 2019 | 2 | 2019 |
| Achieving data-driven actionability by combining learning and planning Q Lv, Y Chen, Z Li, Z Cui, L Chen, X Zhang, H Shen Frontiers of Computer Science 12, 939-949, 2018 | 2 | 2018 |
Yixin ChenProfessor of Computer Science, Washington UniversityVerified email at cse.wustl.edu
