Edward Choi
Edward Choi
Verified email at kaist.ac.kr - Homepage
Title
Cited by
Cited by
Year
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
7452016
RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism
E Choi, MT Bahadori, J Sun, J Kulas, A Schuetz, W Stewart
Advances in Neural Information Processing Systems, 3504-3512, 2016
6282016
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
5082017
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
3782016
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
3172017
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
2712018
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
2602017
Morphnet: Fast & simple resource-constrained structure learning of deep networks
A Gordon, E Eban, O Nachum, B Chen, H Wu, TJ Yang, E Choi
Proceedings of the IEEE conference on computer vision and pattern …, 2018
2112018
KDD'15: Proceedings of the 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining
L Cao, C Zhang, T Joachims, GIB Webb, D Margineantu, G Williams
Association for Computing Machinery (ACM), 2015
1892015
Retainvis: Visual analytics with interpretable and interactive recurrent neural networks on electronic medical records
BC Kwon, MJ Choi, JT Kim, E Choi, YB Kim, S Kwon, J Sun, J Choo
IEEE transactions on visualization and computer graphics 25 (1), 299-309, 2018
1202018
Medical concept representation learning from electronic health records and its application on heart failure prediction
E Choi, A Schuetz, WF Stewart, J Sun
arXiv preprint arXiv:1602.03686, 2016
982016
Mime: Multilevel medical embedding of electronic health records for predictive healthcare
E Choi, C Xiao, WF Stewart, J Sun
arXiv preprint arXiv:1810.09593, 2018
972018
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
642015
Learning the graphical structure of electronic health records with graph convolutional transformer
E Choi, Z Xu, Y Li, M Dusenberry, G Flores, E Xue, A Dai
Proceedings of the AAAI Conference on Artificial Intelligence 34 (01), 606-613, 2020
49*2020
Compositional obverter communication learning from raw visual input
E Choi, A Lazaridou, N De Freitas
arXiv preprint arXiv:1804.02341, 2018
432018
Apparatus and method for mobile intelligent advertizing service based on mobile user contextual matching
HJ OH, CH Lee, HK Kim, PM Ryu, SJ Lim, J Heo, CK Lee, MR Choi, ...
US Patent App. 13/192,059, 2012
372012
Analyzing the role of model uncertainty for electronic health records
MW Dusenberry, D Tran, E Choi, J Kemp, J Nixon, G Jerfel, K Heller, ...
Proceedings of the ACM Conference on Health, Inference, and Learning, 204-213, 2020
352020
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
252020
Question type and domain identifying apparatus and method
J Heo, MG Jang, H Kim, PM Ryu, C Lee, CH Lee, JA SHIN, C Yoonjae, ...
US Patent 8,744,837, 2014
232014
Causal regularization
MT Bahadori, K Chalupka, E Choi, R Chen, WF Stewart, J Sun
arXiv preprint arXiv:1702.02604, 2017
122017
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Articles 1–20