Shishir Rao
Research groups
Shishir Rao
DPhil, MSc
Postdoctoral Researcher in Machine Learning for Cardiovascular Epidemiology
Deep learning, causal inference, cardiovascular disease, risk prediction
Biography and Interests
- Deep learning model development for multimodal EHR and other modalities
- Risk prediction of cardiovascular conditions and related outcomes
- Development of deep learning of architectures for causal inference and explainability in the multi-type EHR setting.
- Cardiometabolic multimorbidity and cardiovascular risk/protective factors
Recent publications
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Journal article
Rao S. et al, (2024), IEEE Trans Neural Netw Learn Syst, 35, 5027 - 5038
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Antihypertensive Treatment Evaluation in Multimorbidity and Polypharmacy Trial (ATEMPT): A decentralised open-label pilot trial
Journal article
Majert J. et al, (2023), The Lancet. Healthy Longevity
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Journal article
Rao S. et al, (2023), Eur Heart J
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Deep learning for causal inference on electronic health records
Thesis / Dissertation
Rao S., (2023)
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Journal article
Yang T. et al, (2023), JACC Heart Fail