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Abdelǎali Hassaïne

University of Oxford

H指数:20

被引数:2,030

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Targeted-BEHRT: Deep Learning for Observational Causal Inference on Longitudinal Electronic Health Records

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-04-0118

OA

A scoping review finds a growing trend in studies validating multimorbidity patterns and identifies five broad types of validation methods

JOURNAL OF CLINICAL EPIDEMIOLOGY

IF5.2

2024-01-010

OAAI

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

SCIENTIFIC REPORTS

IF3.9

2023-07-163

OAAI

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

糖尿病患者的收缩压和心血管风险: 一项前瞻性队列研究

IF8.2

2023-03-016

OAAI

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

IF6.8

2023-02-0126

OAAI

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

IF4.4

2022-10-219

OAAI

Blood pressure and risk of venous thromboembolism: a cohort analysis of 5.5 million UK adults and Mendelian randomization studies

CARDIOVASCULAR RESEARCH

IF13.3

2022-08-2911

OAAI

An Explainable Transformer-Based Deep Learning Model for the Prediction of Incident Heart Failure

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2022-07-0137

OA

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

SCIENTIFIC REPORTS

IF3.9

2022-06-026

OAAI

Deep Bayesian Gaussian processes for uncertainty estimation in electronic health records (vol 11, 20685, 2021)

SCIENTIFIC REPORTS

IF3.9

2021-11-091

OAAI

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

在英国全科医学中注册的200万名男性和女性的心脏代谢疾病多发病与全因死亡率之间的关联

IF8.3

2021-10-2831

OAAI

Deep Bayesian Gaussian processes for uncertainty estimation in electronic health records

SCIENTIFIC REPORTS

IF3.9

2021-10-1916

OAAI

Learning multimorbidity patterns from electronic health records using Non-negative Matrix Factorisation

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2020-12-0116

OAAI

Untangling the complexity of multimorbidity with machine learning

MECHANISMS OF AGEING AND DEVELOPMENT

IF5.1

2020-09-0130

OAAI

BEHRT: Transformer for Electronic Health Records

SCIENTIFIC REPORTS

IF3.9

2020-04-28322

OAAI

Plasma lipids and risk of aortic valve stenosis: a Mendelian randomization study

血脂与主动脉瓣狭窄的风险: 孟德尔随机化研究

EUROPEAN HEART JOURNAL

IF35.6

2020-02-2093

OAAI

LONG-TERM BLOOD PRESSURE AND INCIDENT CARDIOVASCULAR DISEASE: RISK PREDICTION USING LARGE-SCALE, ROUTINELY RECORDED CLINICAL DATA

JOURNAL OF HYPERTENSION

IF4.1

2019-07-010

OAAI

Long-Term Exposure to Elevated Systolic Blood Pressure in Predicting Incident Cardiovascular Disease: Evidence From Large-Scale Routine Electronic Health Records

JOURNAL OF THE AMERICAN HEART ASSOCIATION

IF5.3

2019-06-1825

OAAI

Machine Learning and Conceptual Reasoning for Inconsistency Detection

IF3.6

2017-01-015

OAAI

Novel geometric features for off-line writer identification

PATTERN ANALYSIS AND APPLICATIONS

IF2

2014-12-2721

OAAI