Yikuan Li

BEHRT: Transformer for Electronic Health Records

Yikuan Li, Shishir Rao, José Roberto Ayala Solares et al. · Scientific Reports · 2020 · 528 citations · Full text

Computing, Biomedical Informatics, Health Informatics +14

Hi-BEHRT: Hierarchical Transformer-Based Model for Accurate Prediction of Clinical Events Using Multimodal Longitudinal Electronic Health Records

Yikuan Li, Mohammad Mamouei, Gholamreza Salimi‐Khorshidi et al. · IEEE Journal of Biomedical and Health Informatics · 2022 · 136 citations · Full text

Computing, Biomedical Informatics, Health Informatics +16

An Explainable Transformer-Based Deep Learning Model for the Prediction of Incident Heart Failure

Shishir Rao, Yikuan Li, Rema Ramakrishnan et al. · IEEE Journal of Biomedical and Health Informatics · 2022 · 131 citations · Full text

Computing, Biomedical Informatics, Health Informatics +17

Association between cardiometabolic disease multimorbidity and all-cause mortality in 2 million women and men registered in UK general practices

Dexter Canoy, Jenny Tran, Mariagrazia Zottoli et al. · BMC Medicine · 2021 · 90 citations · Full text

Public Health, Cardiology, Clinical Epidemiology +13

Targeted-BEHRT: Deep Learning for Observational Causal Inference on Longitudinal Electronic Health Records

Shishir Rao, Mohammad Mamouei, Gholamreza Salimi‐Khorshidi et al. · IEEE Transactions on Neural Networks and Learning Systems · 2022 · 38 citations · Full text

Public Health, Biostatistics, Health Informatics +11