Rao, Shishir

1. BEHRT: Transformer for Electronic Health Records
   2019/07/22 by Yikuan Li, Shishir Rao, Li, Yikuan +13 · 31 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Machine Learning in Healthcare #Topic Modeling #Biomedical Text Mining and Ontologies
2. 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 · 10 citations
   Computer Science · Health Professions · #Artificial Intelligence in Healthcare #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
3. Deep Bayesian Gaussian Processes for Uncertainty Estimation in Electronic Health Records
   2020/03/23 by Li, Yikuan, Rao, Shishir, Hassaine, Abdelaali +6 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. An explainable Transformer-based deep learning model for the prediction of incident heart failure
   2021/01/27 by Rao, Shishir, Li, Yikuan, Ramakrishnan, Rema +6 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. 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)