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Haoyu Yang
Haoyu Yang
Verified email at umn.edu
Title
Cited by
Cited by
Year
Unsupervised EEG feature extraction based on echo state network
L Sun, B Jin, H Yang, J Tong, C Liu, H Xiong
Information Sciences 475, 1-17, 2019
852019
Which doctor to trust: a recommender system for identifying the right doctors
L Guo, B Jin, C Yao, H Yang, D Huang, F Wang
Journal of medical Internet research 18 (7), e6015, 2016
582016
A treatment engine by predicting next-period prescriptions
B Jin, H Yang, L Sun, C Liu, Y Qu, J Tong
Proceedings of the 24th ACM SIGKDD international conference on knowledge …, 2018
552018
Multitask dyadic prediction and its application in prediction of adverse drug-drug interaction
B Jin, H Yang, C Xiao, P Zhang, X Wei, F Wang
Proceedings of the AAAI conference on artificial intelligence 31 (1), 2017
552017
Prediction of treatment medicines with dual adaptive sequential networks
Y An, L Zhang, H Yang, L Sun, B Jin, C Liu, R Yu, X Wei
IEEE Transactions on Knowledge and Data Engineering 34 (11), 5496-5509, 2021
112021
Strategies for building robust prediction models using data unavailable at prediction time
H Yang, R Tourani, Y Zhu, V Kumar, GB Melton, M Steinbach, G Simon
Journal of the American Medical Informatics Association 29 (1), 72-79, 2022
92022
Teaching deep learning causal effects improves predictive performance
J Li, X Jia, H Yang, V Kumar, M Steinbach, GJ Simon
Scanning Electron Microsc Meet at, 2020
92020
Chemical medicine classification through chemical properties analysis
DG Huang, L Guo, HY Yang, XP Wei, B Jin
IEEE Access 5, 1618-1623, 2017
72017
Entity aware modelling: A survey
R Ghosh, H Yang, A Khandelwal, E He, A Renganathan, S Sharma, X Jia, ...
arXiv preprint arXiv:2302.08406, 2023
52023
Modeling reservoir release using pseudo-prospective learning and physical simulations to predict water temperature
X Jia, S Chen, Y Xie, H Yang, A Appling, S Oliver, Z Jiang
Proceedings of the 2022 SIAM International Conference on Data Mining (SDM …, 2022
42022
Incorporating Causal Effects into Deep Learning Predictions on EHR Data
J Li, H Yang, X Jia, V Kumar, M Steinbach, G Simon
arXiv preprint arXiv:2011.05466, 2020
12020
Causal Structure Learning from Imperfect Longitudinal Data in Healthcare
H Yang, R Tourani, J Li, P Caraballo, M Steinbach, V Kumar, G Simon
2023 IEEE 11th International Conference on Healthcare Informatics (ICHI), 1-11, 2023
2023
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