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Cao Xiao

Opportunities and challenges in developing deep learning models using electronic health records data: a systematic review
2018 · Cao Xiao, Edward Choi, et al. · Journal of the American Medical Informatics Association · 787
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MolTrans: Molecular Interaction Transformer for drug–target interaction prediction
2020 · Kexin Huang, Cao Xiao, et al. · Bioinformatics · 653
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Patient Subtyping via Time-Aware LSTM Networks
2017 · Inci M. Baytas, Cao Xiao, et al. · ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · 613
DeepPurpose: a deep learning library for drug–target interaction prediction
2020 · Kexin Huang, Tianfan Fu, et al. · Bioinformatics · 484
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Opportunities and challenges of deep learning methods for electrocardiogram data: A systematic review
2020 · Shenda Hong, Yuxi Zhou, et al. · Computers in Biology and Medicine · 464
FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling
2018 · Chen, Jie, Ma, Tengfei, et al. · arXiv (Cornell University) · 406
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GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination
2019 · Junyuan Shang, Cao Xiao, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 333
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Pre-training of Graph Augmented Transformers for Medication Recommendation
2019 · Junyuan Shang, Tengfei Ma, et al. · International Joint Conference on Artificial Intelligence · 294
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Drug Similarity Integration Through Attentive Multi-view Graph Auto-Encoders
2018 · Tengfei Ma, Cao Xiao, et al. · International Joint Conference on Artificial Intelligence · 211
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Artificial intelligence foundation for therapeutic science
2022 · Kexin Huang, Tianfan Fu, et al. · Nature Chemical Biology · 199
HiTANet: Hierarchical Time-Aware Attention Networks for Risk Prediction on Electronic Health Records
2020 · Junyu Luo, Muchao Ye, et al. · ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD) · 196
SumGNN: multi-typed drug interaction prediction via efficient knowledge graph summarization
2021 · Yue Yu, Kexin Huang, et al. · Bioinformatics · 192
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Detecting Clusters of Fake Accounts in Online Social Networks
2015 · Cao Xiao, David Mandell Freeman, et al. · ACM Workshop on Artificial Intelligence and Security (AISec) · 182
MiME: Multilevel Medical Embedding of Electronic Health Records for Predictive Healthcare
2018 · Choi, Edward, Xiao, Cao, et al. · arXiv (Cornell University) · 157
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CASTER: Predicting Drug Interactions with Chemical Substructure Representation
2020 · Kexin Huang, Cao Xiao, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 156
Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development
2021 · Huang, Kexin, Fu, Tianfan, et al. · arXiv (Cornell University) · 138
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STAN: spatio-temporal attention network for pandemic prediction using real-world evidence
2020 · Junyi Gao, Rakshith Sharma, et al. · Journal of the American Medical Informatics Association · 135
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Data-Driven Subtyping of Parkinson’s Disease Using Longitudinal Clinical Records: A Cohort Study
2019 · Xi Zhang, Jingyuan Chou, et al. · Scientific Reports · 135
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SkipGNN: predicting molecular interactions with skip-graph networks
2020 · Kexin Huang, Cao Xiao, et al. · Scientific Reports · 131
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SafeDrug: Dual Molecular Graph Encoders for Recommending Effective and Safe Drug Combinations
2021 · Chaoqi Yang, Cao Xiao, et al. · 130
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The United States COVID-19 Forecast Hub dataset
2022 · Estee Y. Cramer, Yuxin Huang, et al. · Scientific Data · 126
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An RNN Architecture with Dynamic Temporal Matching for Personalized Predictions of Parkinson's Disease
2017 · Chao Che, Cao Xiao, et al. · Society for Industrial and Applied Mathematics eBooks · 122
Unsupervised Sequential Outlier Detection With Deep Architectures
2017 · Weining Lu, Yu Cheng, et al. · IEEE Transactions on Image Processing · 120
Readmission prediction via deep contextual embedding of clinical concepts
2018 · Cao Xiao, Tengfei Ma, et al. · PLoS ONE · 118
Change Matters: Medication Change Prediction with Recurrent Residual Networks
2021 · Chaoqi Yang, Cao Xiao, et al. · 80
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Works count: 173
Citation count: 8,666
H-index: 41
I10-index: 89
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