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Nature Communications
|
July 13, 2026
Evaluating bias in target trial emulation for heart failure across statistical and deep learning methods
Zhengxian Fan, Qianqian Yang, Yifan Hu, et al.
Heart Failure Reviews
|
November 25, 2025
Redefining endpoints in heart failure clinical trials: the emerging role of wearable technologies in contemporary trial design
Zahra Alawoad, Jesper Jensen, Morten Schou, et al.
Hypertension (Dallas, Tex. : 1979)
|
December 30, 2022
Systolic Blood Pressure and Cardiovascular Risk in Patients With Diabetes: A Prospective Cohort Study
Shishir Rao, Yikuan Li, Milad Nazarzadeh, et al.
IEEE Transactions on Neural Networks and Learning Systems
|
June 23, 2022
Targeted-BEHRT: Deep Learning for Observational Causal Inference on Longitudinal Electronic Health Records
Shishir Rao, Mohammad Mamouei, Gholamreza Salimi-Khorshidi, et al.
IEEE Journal of Biomedical and Health Informatics
|
November 25, 2022
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.
JACC. Heart Failure
|
May 25, 2023
Long-Term Exposure to Road Traffic Noise and Incident Heart Failure: Evidence From UK Biobank
Teng Yang, Xin Hu, Jiawei Wang, et al.
European Heart Journal. Digital Health
|
January 30, 2023
Validation of risk prediction models applied to longitudinal electronic health record data for the prediction of major cardiovascular events in the presence of data shifts
Yikuan Li, Gholamreza Salimi-Khorshidi, Shishir Rao, et al.
IEEE Journal of Biomedical and Health Informatics
|
February 7, 2022
An Explainable Transformer-Based Deep Learning Model for the Prediction of Incident Heart Failure
Shishir Rao, Yikuan Li, Rema Ramakrishnan, et al.
Scientific Reports
|
November 10, 2021
Publisher Correction: Deep Bayesian Gaussian processes for uncertainty estimation in electronic health records
Yikuan Li, Shishir Rao, Abdelaali Hassaine, et al.
Ecotoxicology and Environmental Safety
|
May 11, 2023
Mediation of metabolic syndrome in the association between long-term co-exposure to road traffic noise, air pollution and incident type 2 diabetes
Xin Hu, Teng Yang, Zhihu Xu, et al.
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Search research articles
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Showing results (11-20 of 33) with videos related to
Sort By:
Page
of 4
Nature Communications
|
July 13, 2026
Evaluating bias in target trial emulation for heart failure across statistical and deep learning methods
Zhengxian Fan, Qianqian Yang, Yifan Hu, et al.
Heart Failure Reviews
|
November 25, 2025
Redefining endpoints in heart failure clinical trials: the emerging role of wearable technologies in contemporary trial design
Zahra Alawoad, Jesper Jensen, Morten Schou, et al.
Hypertension (Dallas, Tex. : 1979)
|
December 30, 2022
Systolic Blood Pressure and Cardiovascular Risk in Patients With Diabetes: A Prospective Cohort Study
Shishir Rao, Yikuan Li, Milad Nazarzadeh, et al.
IEEE Transactions on Neural Networks and Learning Systems
|
June 23, 2022
Targeted-BEHRT: Deep Learning for Observational Causal Inference on Longitudinal Electronic Health Records
Shishir Rao, Mohammad Mamouei, Gholamreza Salimi-Khorshidi, et al.
IEEE Journal of Biomedical and Health Informatics
|
November 25, 2022
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.
JACC. Heart Failure
|
May 25, 2023
Long-Term Exposure to Road Traffic Noise and Incident Heart Failure: Evidence From UK Biobank
Teng Yang, Xin Hu, Jiawei Wang, et al.
European Heart Journal. Digital Health
|
January 30, 2023
Validation of risk prediction models applied to longitudinal electronic health record data for the prediction of major cardiovascular events in the presence of data shifts
Yikuan Li, Gholamreza Salimi-Khorshidi, Shishir Rao, et al.
IEEE Journal of Biomedical and Health Informatics
|
February 7, 2022
An Explainable Transformer-Based Deep Learning Model for the Prediction of Incident Heart Failure
Shishir Rao, Yikuan Li, Rema Ramakrishnan, et al.
Scientific Reports
|
November 10, 2021
Publisher Correction: Deep Bayesian Gaussian processes for uncertainty estimation in electronic health records
Yikuan Li, Shishir Rao, Abdelaali Hassaine, et al.
Ecotoxicology and Environmental Safety
|
May 11, 2023
Mediation of metabolic syndrome in the association between long-term co-exposure to road traffic noise, air pollution and incident type 2 diabetes
Xin Hu, Teng Yang, Zhihu Xu, et al.
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of 4