Mohammad Mamouei

Oxford, ENG, United Kingdom

Last Updated: 09/26/2026

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Found 31 publications

Big Data and Trustworthy AI for Heart Failure: A Review.

Big Data and Trustworthy AI for Heart Failure: A Review.

Journal: Circulation. Heart failure

Published: May 11, 2026

Big Data and Trustworthy AI for Heart Failure: A Review.

Big Data and Trustworthy AI for Heart Failure: A Review.

Journal: Circulation. Heart failure

Published: May 11, 2026

Refined selection of individuals for preventive cardiovascular disease treatment with a transformer-based risk model.

Refined selection of individuals for preventive cardiovascular disease treatment with a transformer-based risk model.

Journal: The Lancet. Digital health

Published: October 24, 2024

Identification of heart failure subtypes using transformer-based deep learning modelling: a population-based study of 379,108 individuals.

Identification of heart failure subtypes using transformer-based deep learning modelling: a population-based study of 379,108 individuals.

Journal: EBioMedicine

Published: October 19, 2024

Sodium-based paracetamol: impact on blood pressure, cardiovascular events, and all-cause mortality.

Sodium-based paracetamol: impact on blood pressure, cardiovascular events, and all-cause mortality.

Journal: European heart journal

Published: March 19, 2023

Systolic blood pressure, chronic obstructive pulmonary disease and cardiovascular risk.

Systolic blood pressure, chronic obstructive pulmonary disease and cardiovascular risk.

Journal: Heart (British Cardiac Society)

Published: January 18, 2023

Systolic Blood Pressure and Cardiovascular Risk in Patients With Diabetes: A Prospective Cohort Study.

Systolic Blood Pressure and Cardiovascular Risk in Patients With Diabetes: A Prospective Cohort Study.

Journal: Hypertension (Dallas, Tex. : 1979)

Published: December 30, 2022

Stratification of diabetes in the context of comorbidities, using representation learning and topological data analysis.

Stratification of diabetes in the context of comorbidities, using representation learning and topological data analysis.

Journal: Scientific reports

Published: December 15, 2022

Hi-BEHRT: Hierarchical Transformer-Based Model for Accurate Prediction of Clinical Events Using Multimodal Longitudinal Electronic Health Records.

Hi-BEHRT: Hierarchical Transformer-Based Model for Accurate Prediction of Clinical Events Using Multimodal Longitudinal Electronic Health Records.

Journal: IEEE journal of biomedical and health informatics

Published: November 25, 2022

A comparative study of model-centric and data-centric approaches in the development of cardiovascular disease risk prediction models in the UK Biobank.

A comparative study of model-centric and data-centric approaches in the development of cardiovascular disease risk prediction models in the UK Biobank.

Journal: European heart journal. Digital health

Published: November 22, 2022

Road Traffic Noise and Incidence of Primary Hypertension: A Prospective Analysis in UK Biobank.

Road Traffic Noise and Incidence of Primary Hypertension: A Prospective Analysis in UK Biobank.

Journal: JACC. Advances

Published: October 04, 2022

An interpretable machine learning framework for measuring urban perceptions from panoramic street view images.

An interpretable machine learning framework for measuring urban perceptions from panoramic street view images.

Journal: iScience

Published: September 26, 2022

Showing 1-12 of 31

Last Updated: 09/26/2026