| Integrated Machine Learning Approaches for Predicting Ischemic Stroke and Thromboembolism in Atrial Fibrillation X Li, H Liu, X Du, P Zhang, G Hu, G Xie, S Guo, M Xu, X Xie AMIA Annual Symposium Proceedings 2016, 799, 2016 | 26 | 2016 |
| Lung Nodule Malignancy Prediction Using Multi-task Convolutional Neural Network X Li, Y Kao, W Shen, X Li, G Xie SPIE Medical Imaging, 1013424-1013424-7, 2017 | 15 | 2017 |
| An efficacy driven approach for medication recommendation in type 2 diabetes treatment using data mining techniques. H Liu, G Xie, J Mei, W Shen, W Sun, X Li Studies in health technology and informatics 192, 1071-1071, 2013 | 15 | 2013 |
| TaGiTeD: Predictive Task Guided Tensor Decomposition for Representation Learning from Electronic Health Records. K Yang, X Li, H Liu, J Mei, GT Xie, J Zhao, B Xie, F Wang AAAI, 2824-2830, 2017 | 14 | 2017 |
| Automatic variance analysis of multistage care pathways. X Li, H Liu, S Zhang, J Mei, G Xie, Y Yu, J Li, GT Lakshmanan Studies in health technology and informatics 205, 715-719, 2014 | 14 | 2014 |
| A Decision Fusion Framework for Treatment Recommendation Systems. J Mei, H Liu, X Li, GT Xie, Y Yu MedInfo, 300-304, 2015 | 12 | 2015 |
| Building Structured Personal Health Records from Photographs of Printed Medical Records X Li, G Hu, X Teng, G Xie AMIA Annual Symposium Proceedings 2015, 833, 2015 | 11 | 2015 |
| Animating cartoon faces by multi‐view drawings X Li, J Xu, Y Ren, W Geng Computer Animation and Virtual Worlds 21 (3‐4), 193-201, 2010 | 10 | 2010 |
| Care pathway workbench: evidence harmonization from guideline and data. Y Yu, H Liu, J Li, X Li, J Mei, G Xie, A Perer, F Wang, J Hu MIE, 23-27, 2014 | 7 | 2014 |
| Case analytics workbench: Platform for hybrid process model creation and evolution Y Yu, X Li, H Liu, J Mei, N Mukhi, V Ishakian, G Xie, GT Lakshmanan, ... International Conference on Business Process Management, 226-241, 2015 | 6 | 2015 |
| Mining Temporal and Data Constraints Associated with Outcomes for Care Pathways. X Li, H Liu, J Mei, Y Yu, GT Xie MedInfo, 711-715, 2015 | 6 | 2015 |
| Outcome-driven Evaluation Metrics for Treatment Recommendation Systems. J Mei, H Liu, X Li, Y Yu, G Xie MIE, 190-194, 2015 | 4 | 2015 |
| Analysis of care pathway variation patterns in patient records. X Li, J Mei, H Liu, Y Yu, G Xie, J Hu, F Wang MIE, 692-696, 2015 | 4 | 2015 |
| Towards Pathway Variation Identification: Aligning Patient Records with a Care Pathway H Liu, Y Liu, X Li, G Xie, GT Lakshmanan Proceedings of the 23rd ACM International Conference on Conference on …, 2014 | 4 | 2014 |
| Probabilistic-Mismatch Anomaly Detection: Do One’s Medications Match with the Diagnoses L Zhang, X Li, H Liu, J Mei, G Hu, J Zhao, Y Zou, B Xie, G Xie Data Mining (ICDM), 2016 IEEE 16th International Conference on, 659-668, 2016 | 3 | 2016 |
| Using Frequent Item Set Mining and Feature Selection Methods to Identify Interacted Risk Factors-The Atrial Fibrillation Case Study. X Li, H Liu, X Du, G Hu, G Xie, P Zhang MIE, 562-566, 2016 | 3 | 2016 |
| Embracing case management for computerization of care pathways. J Mei, J Li, Y Yu, X Li, H Liu, G Xie MIE, 3-7, 2014 | 3 | 2014 |
| Developing Knowledge-enhanced Chronic Disease Risk Prediction Models from Regional EHR Repositories J Mei, E Xia, X Li, G Xie arXiv preprint arXiv:1707.09706, 2017 | 2 | 2017 |
| Synthesizing analytic evidence to refine care pathways. H Liu, X Li, Y Yu, J Mei, GT Xie, A Perer, F Wang, J Hu MIE, 70-74, 2015 | 2 | 2015 |
| Using data mining techniques on discovering physician practice patterns regarding to medication prescription-an exploratory study. J Feng, W Shen, F Cao, Y Ni, P Cai, W Sun, X Li Studies in health technology and informatics 192, 974-974, 2013 | 2 | 2013 |
Guotong XieIBM ResearchVerified email at cn.ibm.com
