Li, Yikuan

1. BEHRT: Transformer for Electronic Health Records
   2019/07/22 by Yikuan Li, Li, Yikuan, Shishir Rao +13 · 41 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Machine Learning in Healthcare #Topic Modeling #Biomedical Text Mining and Ontologies
2. Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences
   2022/01/27 by Yikuan Li, Li, Yikuan, Ramsey M. Wehbe +7 · 15 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Natural Language Processing Techniques #Topic Modeling
3. Hi-BEHRT: Hierarchical Transformer-based model for accurate prediction of clinical events using multimodal longitudinal electronic health records
   2021/06/21 by Yikuan Li, Mohammad Mamouei, Li, Yikuan +13 · 12 citations
   Computer Science · Health Professions · #Artificial Intelligence in Healthcare #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
4. Deep Reinforcement Learning for Cost-Effective Medical Diagnosis
   2023/02/20 by Yu Zheng, Yikuan Li, Yu, Zheng +9 · 6 citations
   Computer Science · Health Professions · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare #Artificial Intelligence in Healthcare and Education #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
5. Deep Bayesian Gaussian Processes for Uncertainty Estimation in Electronic Health Records
   2020/03/23 by Yikuan Li, Li, Yikuan, Shishir Rao +15 · 3 citations
   Computer Science · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Time Series Analysis and Forecasting
6. An explainable Transformer-based deep learning model for the prediction of incident heart failure
   2021/01/27 by Shishir Rao, Rao, Shishir, Yikuan Li +15 · 2 citations
   Computer Science · Health Professions · #Artificial Intelligence in Healthcare #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
7. Targeted-BEHRT: Deep learning for observational causal inference on longitudinal electronic health records
   2022/02/07 by Rao, Shishir, Mamouei, Mohammad, Salimi-Khorshidi, Gholamreza +5 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. A Comparison of Pre-trained Vision-and-Language Models for Multimodal Representation Learning across Medical Images and Reports
   2020/09/03 by Yikuan Li, Hanyin Wang, Li, Yikuan +3 · 1 citation
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
9. Deep Reinforcement Learning for Efficient and Fair Allocation of Health Care Resources
   2023/09/15 by Yikuan Li, Li, Yikuan, Chengsheng Mao +11 · 1 citation
   Health Professions · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Healthcare Operations and Scheduling Optimization #Machine Learning (cs.LG)
10. Enhancing Health Data Interoperability with Large Language Models: A FHIR Study
    2023/09/19 by Yikuan Li, Hanyin Wang, Li, Yikuan +7 · 1 citation
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Machine Learning in Healthcare #Biomedical Text Mining and Ontologies