Підписатись
Liang Yao (姚亮)
Liang Yao (姚亮)
Інші іменаLiang Yao, Yao, Liang
Senior Researcher, Tencent; Postdoc, Northwestern University; PhD, Zhejiang University
Підтверджена електронна адреса в tencent.com - Домашня сторінка
Назва
Посилання
Посилання
Рік
Graph Convolutional Networks for Text Classification
L Yao, C Mao, Y Luo
33rd AAAI Conference on Artificial Intelligence (AAAI-19), 7370-7377, 2019
19192019
KG-BERT: BERT for Knowledge Graph Completion
L Yao, C Mao, Y Luo
arXiv preprint arXiv:1909.03193, 2019
5362019
Clinical Text Classification with Rule-based Features and Knowledge-guided Convolutional Neural Networks
L Yao, C Mao, Y Luo
BMC medical informatics and decision making 19 (3), 71, 2019
1652019
Predicting mortality in critically ill patients with diabetes using machine learning and clinical notes
J Ye, L Yao, J Shen, R Janarthanam, Y Luo
BMC medical informatics and decision making 20, 1-7, 2020
822020
A Topic Modeling Approach for Traditional Chinese Medicine Prescriptions
L Yao, Y Zhang, B Wei, W Zhang, Z Jin
IEEE Transactions on Knowledge and Data Engineering (TKDE) 30 (6), 1007-1021, 2018
782018
Incorporating Knowledge Graph Embeddings into Topic Modeling
L Yao, Y Zhang, B Wei, Z Jin, R Zhang, Y Zhang, Q Chen
31st AAAI Conference on Artificial Intelligence (AAAI-17), 3119-3126, 2017
782017
Early prediction of acute kidney injury in critical care setting using clinical notes
Y Li, L Yao, C Mao, A Srivastava, X Jiang, Y Luo
2018 IEEE international conference on bioinformatics and biomedicine (BIBM …, 2018
622018
Traditional Chinese medicine clinical records classification with BERT and domain specific corpora
L Yao, Z Jin, C Mao, Y Zhang, Y Luo
Journal of the American Medical Informatics Association 26 (12), 1632-1636, 2019
542019
Imagegcn: Multi-relational image graph convolutional networks for disease identification with chest x-rays
C Mao, L Yao, Y Luo
IEEE transactions on medical imaging 41 (8), 1990-2003, 2022
442022
Incorporating knowledge into neural network for text representation
Y Li, B Wei, Y Liu, L Yao, H Chen, J Yu, W Zhu
Expert Systems with Applications 96, 103-114, 2018
422018
Developing a portable natural language processing based phenotyping system
H Sharma, C Mao, Y Zhang, H Vatani, L Yao, Y Zhong, L Rasmussen, ...
BMC Medical Informatics and Decision Making 19, 79-87, 2019
392019
Medgcn: Graph convolutional networks for multiple medical tasks
C Mao, L Yao, Y Luo
arXiv preprint arXiv:1904.00326, 2019
362019
Incorporating Probabilistic Knowledge into Topic Models
L Yao, Y Zhang, B Wei, H Qian, Y Wang
PAKDD 2015, 586-597, 2015
362015
MedGCN: Medication recommendation and lab test imputation via graph convolutional networks
C Mao, L Yao, Y Luo
Journal of Biomedical Informatics 127, 104000, 2022
352022
Identifying breast cancer distant recurrences from electronic health records using machine learning
Z Zeng, L Yao, A Roy, X Li, S Espino, SE Clare, SA Khan, Y Luo
Journal of healthcare informatics research 3, 283-299, 2019
332019
Discovering treatment pattern in Traditional Chinese Medicine clinical cases by exploiting supervised topic model and domain knowledge
L Yao, Y Zhang, B Wei, W Wang, Y Zhang, X Ren, Y Bian
Journal of biomedical informatics 58, 260-267, 2015
332015
Traditional Chinese medicine clinical records classification using knowledge-powered document embedding
L Yao, Y Zhang, B Wei, Z Li, X Huang
2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2016
322016
Concept over Time: the Combination of Probabilistic Topic Model with Wikipedia Knowledge
L Yao, Y Zhang, B Wei, L Li, F Wu, P Zhang, Y Bian
Expert Systems with Applications 60, 27-38, 2016
312016
Mining coherent topics in documents using word embeddings and large-scale text data
L Yao, Y Zhang, Q Chen, H Qian, B Wei, Z Hu
Engineering Applications of Artificial Intelligence 64, 432-439, 2017
302017
Deep generative classifiers for thoracic disease diagnosis with chest x-ray images
C Mao, L Yao, Y Pan, Y Luo, Z Zeng
2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2018
292018
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