Reza Khorshidi (Gholamreza Salimi-Khorshidi)

Reza Khorshidi (Gholamreza Salimi-Khorshidi)

University of Oxford

H-index: 33

Europe-United Kingdom

About Reza Khorshidi (Gholamreza Salimi-Khorshidi)

Reza Khorshidi (Gholamreza Salimi-Khorshidi), With an exceptional h-index of 33 and a recent h-index of 32 (since 2020), a distinguished researcher at University of Oxford, specializes in the field of Machine Learning, Deep Learning, Biomedical Informatics, Population Health, FinTech.

His recent articles reflect a diverse array of research interests and contributions to the field:

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

Systolic blood pressure, chronic obstructive pulmonary disease and cardiovascular risk

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

Systolic blood pressure and cardiovascular risk in patients with diabetes: a prospective cohort study

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

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

Clinical outcome prediction under hypothetical interventions--a representation learning framework for counterfactual reasoning

Hi-BEHRT: hierarchical transformer-based model for accurate prediction of clinical events using multimodal longitudinal electronic health records

Reza Khorshidi (Gholamreza Salimi-Khorshidi) Information

University

Position

Chief Scientist AIG || Machine Learning & Biomedical Informatics The

Citations(all)

12363

Citations(since 2020)

8058

Cited By

7392

hIndex(all)

33

hIndex(since 2020)

32

i10Index(all)

47

i10Index(since 2020)

43

Email

University Profile Page

University of Oxford

Google Scholar

View Google Scholar Profile

Reza Khorshidi (Gholamreza Salimi-Khorshidi) Skills & Research Interests

Machine Learning

Deep Learning

Biomedical Informatics

Population Health

FinTech

Top articles of Reza Khorshidi (Gholamreza Salimi-Khorshidi)

Title

Journal

Author(s)

Publication Date

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

European Heart Journal

Shishir Rao

Milad Nazarzadeh

Dexter Canoy

Yikuan Li

Jing Huang

...

2023/11/7

Systolic blood pressure, chronic obstructive pulmonary disease and cardiovascular risk

Heart

Shishir Rao

Milad Nazarzadeh

Yikuan Li

Dexter Canoy

Mohammad Mamouei

...

2023/8/1

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

Scientific Reports

Malgorzata Wamil

Abdelaali Hassaine

Shishir Rao

Yikuan Li

Mohammad Mamouei

...

2023/7/16

Systolic blood pressure and cardiovascular risk in patients with diabetes: a prospective cohort study

Hypertension

Shishir Rao

Yikuan Li

Milad Nazarzadeh

Dexter Canoy

Mohammad Mamouei

...

2023/3

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

Scientific Reports

Mohammad Mamouei

Yajie Zhu

Milad Nazarzadeh

Abdelaali Hassaine

Gholamreza Salimi-Khorshidi

...

2022/6/2

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

European Heart Journal-Digital Health

Yikuan Li

Gholamreza Salimi-Khorshidi

Shishir Rao

Dexter Canoy

Abdelaali Hassaine

...

2022/12/22

Clinical outcome prediction under hypothetical interventions--a representation learning framework for counterfactual reasoning

arXiv preprint arXiv:2205.07234

Yikuan Li

Mohammad Mamouei

Shishir Rao

Abdelaali Hassaine

Dexter Canoy

...

2022/5/15

Hi-BEHRT: hierarchical transformer-based model for accurate prediction of clinical events using multimodal longitudinal electronic health records

IEEE journal of biomedical and health informatics

Yikuan Li

Mohammad Mamouei

Gholamreza Salimi-Khorshidi

Shishir Rao

Abdelaali Hassaine

...

2022/11/25

An explainable transformer-based deep learning model for the prediction of incident heart failure

ieee journal of biomedical and health informatics

Shishir Rao

Yikuan Li

Rema Ramakrishnan

Abdelaali Hassaine

Dexter Canoy

...

2022/2/7

Blood pressure-lowering treatment for prevention of major cardiovascular diseases in people with and without type 2 diabetes: an individual participant-level data meta-analysis

The Lancet Diabetes & Endocrinology

Milad Nazarzadeh

Zeinab Bidel

Dexter Canoy

Emma Copland

Derrick A Bennett

...

2022/9/1

Sparse principal component analysis for statistical inference in the presence of multicollinearity: A case study of environmental exposures on all-cause mortality in UK biobank

Mohammad Mamouei

Yajie Zhu

Milad Nazarzadeh

Abdelaali Hassaine

Gholamreza Salimi-Khorshidi

...

2022/2/2

Uncertainty-aware interpretable deep learning for slum mapping and monitoring

Remote Sensing

Thomas Fisher

Harry Gibson

Yunzhe Liu

Moloud Abdar

Marius Posa

...

2022/6/26

Targeted-BEHRT: deep learning for observational causal inference on longitudinal electronic health records

IEEE Transactions on Neural Networks and Learning Systems

Shishir Rao

Mohammad Mamouei

Gholamreza Salimi-Khorshidi

Yikuan Li

Rema Ramakrishnan

...

2022/6/23

Deep Bayesian Gaussian processes for uncertainty estimation in electronic health records

Scientific reports

Yikuan Li

Shishir Rao

Abdelaali Hassaine

Rema Ramakrishnan

Dexter Canoy

...

2021/10/19

Topology distance: A topology-based approach for evaluating generative adversarial networks

Proceedings of the AAAI Conference on Artificial Intelligence

Danijela Horak

Simiao Yu

Gholamreza Salimi-Khorshidi

2021/5/18

Pharmacological blood pressure lowering for primary and secondary prevention of cardiovascular disease across different levels of blood pressure: an individual participant …

The Lancet

Kazem Rahimi

Zeinab Bidel

Milad Nazarzadeh

Emma Copland

Dexter Canoy

...

2021/5/1

Age-stratified and blood-pressure-stratified effects of blood-pressure-lowering pharmacotherapy for the prevention of cardiovascular disease and death: an individual …

The lancet

Kazem Rahimi

Zeinab Bidel

Milad Nazarzadeh

Emma Copland

Dexter Canoy

...

2021/9/18

STRATIFIED EFFECTS OF BLOOD PRESSURE-LOWERING TREATMENT ON LONG-TERM BLOOD PRESSURE: A META-ANALYSIS OF INDIVIDUAL-LEVEL DATA OF 334,219 PARTICIPANTS FROM 50 RANDOMIZED TRIALS

Journal of Hypertension

Dexter Canoy

Emma Copland

Rema Ramakrishnan

Ana-Catarina Pinho-Gomes

Milad Nazarzadeh

...

2021/4/1

Deep learning with uncertainty quantification for slum mapping using satellite imagery

Thomas Fisher

Harry Gibson

Gholamreza Salimi-Khorshidi

Abdelaali Hassaine

Yutong Cai

...

2021/8/9

Antihypertensive treatment and risk of cancer: an individual participant data meta-analysis

The Lancet Oncology

Emma Copland

Dexter Canoy

Milad Nazarzadeh

Zeinab Bidel

Rema Ramakrishnan

...

2021/4/1

See List of Professors in Reza Khorshidi (Gholamreza Salimi-Khorshidi) University(University of Oxford)