Shishir Rao

BEHRT: Transformer for Electronic Health Records

Yikuan Li, Shishir Rao, José Roberto Ayala Solares et al. · Scientific Reports · 2020 · 484 citations · Full text

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 · 120 citations · Full text

Heart Failure, Engineering, Machine Learning +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 · 118 citations · Full text

Structured Prediction, Engineering, Machine Learning +23

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 · 80 citations · Full text

Gout and incidence of 12 cardiovascular diseases: a case–control study including 152 663 individuals with gout and 709 981 matched controls

Lyn D Ferguson, Geert Molenberghs, Geert Verbeke et al. · The Lancet Rheumatology · 2024 · 41 citations · Full text

Epidemiology, Cardiovascular Disease, Case–control Study +7