Articles with public access mandates - Edward ChoiLearn more
Available somewhere: 10
Doctor ai: Predicting clinical events via recurrent neural networks
E Choi, MT Bahadori, A Schuetz, WF Stewart, J Sun
Machine learning for healthcare conference, 301-318, 2016
Mandates: US National Institutes of Health
Using recurrent neural network models for early detection of heart failure onset
E Choi, A Schuetz, WF Stewart, J Sun
Journal of the American Medical Informatics Association 24 (2), 361-370, 2017
Mandates: US National Science Foundation, US National Institutes of Health
Generating Multi-label Discrete Patient Records using Generative Adversarial Networks
E Choi, S Biswal, B Malin, J Duke, WF Stewart, J Sun
Machine Learning for Healthcare Conference, 286-305, 2017
Mandates: US National Science Foundation
GRAM: graph-based attention model for healthcare representation learning
E Choi, MT Bahadori, L Song, WF Stewart, J Sun
Proceedings of the 23rd ACM SIGKDD international conference on knowledge …, 2017
Mandates: US National Science Foundation, US Department of Defense, US National …
Opportunities and challenges in developing deep learning models using electronic health records data: a systematic review
C Xiao, E Choi, J Sun
Journal of the American Medical Informatics Association 25 (10), 1419-1428, 2018
Mandates: US National Science Foundation, US National Institutes of Health
Multi-layer representation learning for medical concepts
E Choi, MT Bahadori, E Searles, C Coffey, M Thompson, J Bost, ...
proceedings of the 22nd ACM SIGKDD international conference on knowledge …, 2016
Mandates: US National Science Foundation
Mime: Multilevel medical embedding of electronic health records for predictive healthcare
E Choi, C Xiao, W Stewart, J Sun
Advances in neural information processing systems 31, 2018
Mandates: US National Science Foundation, US National Institutes of Health
Constructing disease network and temporal progression model via context-sensitive hawkes process
E Choi, N Du, R Chen, L Song, J Sun
2015 IEEE International Conference on Data Mining, 721-726, 2015
Mandates: US National Institutes of Health
Integrating blockchain technology with artificial intelligence for cardiovascular medicine
C Krittanawong, AJ Rogers, M Aydar, E Choi, KW Johnson, Z Wang, ...
Nature Reviews Cardiology 17 (1), 1-3, 2020
Mandates: US National Institutes of Health
VisAlign: dataset for measuring the alignment between AI and humans in visual perception
J Lee, S Kim, S Won, J Lee, M Ghassemi, J Thorne, J Choi, OK Kwon, ...
Advances in Neural Information Processing Systems 36, 2024
Mandates: Helmholtz Association
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