Untangling the complexity of multimorbidity with machine learning

por Hassaine, Abdelaali, Salimi-Khorshidi, Gholamreza, Canoy, Dexter, Rahimi, Kazem
Publicado 2020

Systolic blood pressure, chronic obstructive pulmonary disease and cardiovascular risk

por Rao, Shishir, Nazarzadeh, Milad, Li, Yikuan, Canoy, Dexter, Mamouei, Mohammad, Salimi-Khorshidi, Gholamreza, Rahimi, Kazem
Publicado 2023

Investigating the association of environmental exposures and all-cause mortality in the UK Biobank using sparse principal component analysis

por Mamouei, Mohammad, Zhu, Yajie, Nazarzadeh, Milad, Hassaine, Abdelaali, Salimi-Khorshidi, Gholamreza, Cai, Yutong, Rahimi, Kazem
Publicado 2022

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

por Li, Yikuan, Mamouei, Mohammad, Salimi-Khorshidi, Gholamreza, Rao, Shishir, Hassaine, Abdelaali, Canoy, Dexter, Lukasiewicz, Thomas, Rahimi, Kazem
Publicado 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

por Li, Yikuan, Salimi-Khorshidi, Gholamreza, Rao, Shishir, Canoy, Dexter, Hassaine, Abdelaali, Lukasiewicz, Thomas, Rahimi, Kazem, Mamouei, Mohammad
Publicado 2022

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

por Rao, Shishir, Li, Yikuan, Nazarzadeh, Milad, Canoy, Dexter, Mamouei, Mohammad, Hassaine, Abdelaali, Salimi-Khorshidi, Gholamreza, Rahimi, Kazem
Publicado 2022

Usual blood pressure, atrial fibrillation and vascular risk: evidence from 4.3 million adults

por Emdin, Connor A, Anderson, Simon G, Salimi-Khorshidi, Gholamreza, Woodward, Mark, MacMahon, Stephen, Dwyer, Terrence, Rahimi, Kazem
Publicado 2017

Usual blood pressure, peripheral arterial disease, and vascular risk: cohort study of 4.2 million adults

por Emdin, Connor A, Anderson, Simon G, Callender, Thomas, Conrad, Nathalie, Salimi-Khorshidi, Gholamreza, Mohseni, Hamid, Woodward, Mark, Rahimi, Kazem
Publicado 2015

Deep Bayesian Gaussian processes for uncertainty estimation in electronic health records

por Li, Yikuan, Rao, Shishir, Hassaine, Abdelaali, Ramakrishnan, Rema, Canoy, Dexter, Salimi-Khorshidi, Gholamreza, Mamouei, Mohammad, Lukasiewicz, Thomas, Rahimi, Kazem
Publicado 2021

Publisher Correction: Deep Bayesian Gaussian processes for uncertainty estimation in electronic health records

por Li, Yikuan, Rao, Shishir, Hassaine, Abdelaali, Ramakrishnan, Rema, Canoy, Dexter, Salimi-Khorshidi, Gholamreza, Mamouei, Mohammad, Lukasiewicz, Thomas, Rahimi, Kazem
Publicado 2021

A meta-analysis of sex differences in human brain structure()

por Ruigrok, Amber N.V., Salimi-Khorshidi, Gholamreza, Lai, Meng-Chuan, Baron-Cohen, Simon, Lombardo, Michael V., Tait, Roger J., Suckling, John
Publicado 2014

Predicting the risk of emergency admission with machine learning: Development and validation using linked electronic health records

por Rahimian, Fatemeh, Salimi-Khorshidi, Gholamreza, Payberah, Amir H., Tran, Jenny, Ayala Solares, Roberto, Raimondi, Francesca, Nazarzadeh, Milad, Canoy, Dexter, Rahimi, Kazem
Publicado 2018

Investigating the stratified efficacy and safety of pharmacological blood pressure-lowering: an overall protocol for individual patient-level data meta-analyses of over 300 000 ran...

por Rahimi, Kazem, Canoy, Dexter, Nazarzadeh, Milad, Salimi-Khorshidi, Gholamreza, Woodward, Mark, Teo, Koon, Davis, Barry R, Chalmers, John, Pepine, Carl J
Publicado 2019

Self-reported and objectively measured physical activity in people with and without chronic heart failure: UK Biobank analysis

por O'Donnell, Johanna, Smith-Byrne, Karl, Velardo, Carmelo, Conrad, Nathalie, Salimi-Khorshidi, Gholamreza, Doherty, Aiden, Dwyer, Terence, Tarassenko, Lionel, Rahimi, Kazem
Publicado 2020

BEHRT: Transformer for Electronic Health Records

por Li, Yikuan, Rao, Shishir, Solares, José Roberto Ayala, Hassaine, Abdelaali, Ramakrishnan, Rema, Canoy, Dexter, Zhu, Yajie, Rahimi, Kazem, Salimi-Khorshidi, Gholamreza
Publicado 2020

Association between cardiometabolic disease multimorbidity and all-cause mortality in 2 million women and men registered in UK general practices

por Canoy, Dexter, Tran, Jenny, Zottoli, Mariagrazia, Ramakrishnan, Rema, Hassaine, Abdelaali, Rao, Shishir, Li, Yikuan, Salimi-Khorshidi, Gholamreza, Norton, Robyn, Rahimi, Kazem
Publicado 2021

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

por Wamil, Malgorzata, Hassaine, Abdelaali, Rao, Shishir, Li, Yikuan, Mamouei, Mohammad, Canoy, Dexter, Nazarzadeh, Milad, Bidel, Zeinab, Copland, Emma, Rahimi, Kazem, Salimi-Khorshidi, Gholamreza
Publicado 2023

Multi-morbidity and blood pressure trajectories in hypertensive patients: A multiple landmark cohort study

por Tran, Jenny, Norton, Robyn, Canoy, Dexter, Ayala Solares, Jose Roberto, Conrad, Nathalie, Nazarzadeh, Milad, Raimondi, Francesca, Salimi-Khorshidi, Gholamreza, Rodgers, Anthony, Rahimi, Kazem
Publicado 2021

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

por Rao, Shishir, Nazarzadeh, Milad, Canoy, Dexter, Li, Yikuan, Huang, Jing, Mamouei, Mohammad, Salimi-Khorshidi, Gholamreza, Schutte, Aletta E, Neal, Bruce, Smith, George Davey, Rahimi, Kazem
Publicado 2023

Temporal Trends and Patterns in Mortality After Incident Heart Failure: A Longitudinal Analysis of 86 000 Individuals

por Conrad, Nathalie, Judge, Andrew, Canoy, Dexter, Tran, Jenny, Pinho-Gomes, Ana-Catarina, Millett, Elizabeth R. C., Salimi-Khorshidi, Gholamreza, Cleland, John G., McMurray, John J. V., Rahimi, Kazem
Publicado 2019