Shishir Rao
Orcid: 0000-0001-7331-9416
According to our database1,
Shishir Rao
authored at least 11 papers
between 2019 and 2024.
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Bibliography
2024
Targeted-BEHRT: Deep Learning for Observational Causal Inference on Longitudinal Electronic Health Records.
IEEE Trans. Neural Networks Learn. Syst., April, 2024
2023
Hi-BEHRT: Hierarchical Transformer-Based Model for Accurate Prediction of Clinical Events Using Multimodal Longitudinal Electronic Health Records.
IEEE J. Biomed. Health Informatics, February, 2023
2022
An Explainable Transformer-Based Deep Learning Model for the Prediction of Incident Heart Failure.
IEEE J. Biomed. Health Informatics, 2022
Clinical outcome prediction under hypothetical interventions - a representation learning framework for counterfactual reasoning.
CoRR, 2022
2021
CoRR, 2021
Risk factor identification for incident heart failure using neural network distillation and variable selection.
CoRR, 2021
An explainable Transformer-based deep learning model for the prediction of incident heart failure.
CoRR, 2021
2020
Learning multimorbidity patterns from electronic health records using Non-negative Matrix Factorisation.
J. Biomed. Informatics, 2020
Deep Bayesian Gaussian Processes for Uncertainty Estimation in Electronic Health Records.
CoRR, 2020
2019
Learning Multimorbidity Patterns from Electronic Health Records Using Non-negative Matrix Factorisation.
CoRR, 2019