| Patient2Vec: A Personalized Interpretable Deep Representation of the Longitudinal Electronic Health Record J Zhang, K Kowsari, JH Harrison, JM Lobo, LE Barnes IEEE Access 6, 65333-65346, 2018 | 179 | 2018 |
| Predictive modeling of hospital readmissions using metaheuristics and data mining B Zheng, J Zhang, SW Yoon, SS Lam, M Khasawneh, S Poranki Expert Systems with Applications 42 (20), 7110-7120, 2015 | 178 | 2015 |
| HCNN: Heterogeneous convolutional neural networks for comorbid risk prediction with electronic health records J Zhang, J Gong, L Barnes 2017 IEEE/ACM International Conference on Connected Health: Applications …, 2017 | 44 | 2017 |
| M-SEQ: Early detection of anxiety and depression via temporal orders of diagnoses in electronic health data J Zhang, H Xiong, Y Huang, H Wu, K Leach, LE Barnes 2015 IEEE International Conference on Big Data (Big Data), 2569-2577, 2015 | 36 | 2015 |
| Utilization of primary care among college students with mental health disorders. JC Turner, A Keller, H Wu, M Zimmerman, J Zhang, LE Barnes Health Psychology 37 (4), 385, 2018 | 14 | 2018 |
| Daehr A Discriminant Analysis Framework for Electronic Health Record Data and an Application to Early Detection of Mental Health Disorders H Xiong, J Zhang, Y Huang, K Leach, LE Barnes ACM Transactions on Intelligent Systems and Technology (TIST) 8 (3), 1-21, 2017 | 14 | 2017 |
| Optimization of sepsis risk assessment for ward patients S Mitchell, K Schinkel, Y Song, Y Wang, J Ainsworth, T Halbert, S Strong, ... 2016 IEEE Systems and Information Engineering Design Symposium (SIEDS), 107-112, 2016 | 14 | 2016 |
| Exploring the causal relationships between initial opioid prescriptions and outcomes J Zhang, VS Iyengar, D Wei, B Vinzamuri, H Bastani, AR Macalalad, ... AMIA Workshop Data Min. Med. Informat. Washington, DC, USA, 2017 | 7 | 2017 |
| Selection and matching of kidney donor and recipient using fuzzy techniques and analytic hierarchy process C Saha, J Zhang, SW Yoon, MT Khasawneh, K Srihari IIE Annual Conference. Proceedings, 1, 2012 | 7 | 2012 |
| Sparse longitudinal representations of electronic health record data for the early detection of chronic kidney disease in diabetic patients J Zhang, K Kowsari, M Boukhechba, J Harrison, J Lobo, L Barnes 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2020 | 5 | 2020 |
| Parallel Taxonomy Discovery S Shah, R Venkatesh, J Zhang, V Kini, S Majumdar, S Ryali | | 2020 |
