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Abdelaali Hassaine

Showing results (1-10 of 16) with videos related to

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Mechanisms of Ageing and Development|August 10, 2020
Untangling the complexity of multimorbidity with machine learningAbdelaali Hassaine, Gholamreza Salimi-Khorshidi, Dexter Canoy, et al.
Scientific Reports|June 2, 2022
Investigating the association of environmental exposures and all-cause mortality in the UK Biobank using sparse principal component analysisMohammad Mamouei, Yajie Zhu, Milad Nazarzadeh, et al.
Hypertension (Dallas, Tex. : 1979)|December 30, 2022
Systolic Blood Pressure and Cardiovascular Risk in Patients With Diabetes: A Prospective Cohort StudyShishir 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 RecordsShishir 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 RecordsYikuan Li, Mohammad Mamouei, Gholamreza Salimi-Khorshidi, 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 shiftsYikuan Li, Gholamreza Salimi-Khorshidi, Shishir Rao, et al.
Scientific Reports|October 20, 2021
Deep Bayesian Gaussian processes for uncertainty estimation in electronic health recordsYikuan Li, Shishir Rao, Abdelaali Hassaine, 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 FailureShishir Rao, Yikuan Li, Rema Ramakrishnan, et al.
Scientific Reports|April 30, 2020
BEHRT: Transformer for Electronic Health RecordsYikuan Li, Shishir Rao, José Roberto Ayala Solares, et al.
Journal of Biomedical Informatics|October 31, 2020
Learning multimorbidity patterns from electronic health records using Non-negative Matrix FactorisationAbdelaali Hassaine, Dexter Canoy, Jose Roberto Ayala Solares, et al.
Pageof 2

Showing results (1-10 of 16) with videos related to

Sort By:
Pageof 2
Mechanisms of Ageing and Development|August 10, 2020
Untangling the complexity of multimorbidity with machine learningAbdelaali Hassaine, Gholamreza Salimi-Khorshidi, Dexter Canoy, et al.
Scientific Reports|June 2, 2022
Investigating the association of environmental exposures and all-cause mortality in the UK Biobank using sparse principal component analysisMohammad Mamouei, Yajie Zhu, Milad Nazarzadeh, et al.
Hypertension (Dallas, Tex. : 1979)|December 30, 2022
Systolic Blood Pressure and Cardiovascular Risk in Patients With Diabetes: A Prospective Cohort StudyShishir 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 RecordsShishir 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 RecordsYikuan Li, Mohammad Mamouei, Gholamreza Salimi-Khorshidi, 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 shiftsYikuan Li, Gholamreza Salimi-Khorshidi, Shishir Rao, et al.
Scientific Reports|October 20, 2021
Deep Bayesian Gaussian processes for uncertainty estimation in electronic health recordsYikuan Li, Shishir Rao, Abdelaali Hassaine, 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 FailureShishir Rao, Yikuan Li, Rema Ramakrishnan, et al.
Scientific Reports|April 30, 2020
BEHRT: Transformer for Electronic Health RecordsYikuan Li, Shishir Rao, José Roberto Ayala Solares, et al.
Journal of Biomedical Informatics|October 31, 2020
Learning multimorbidity patterns from electronic health records using Non-negative Matrix FactorisationAbdelaali Hassaine, Dexter Canoy, Jose Roberto Ayala Solares, et al.
Pageof 2