Abdelâali Hassaïne
University of Oxford
H-index: 19
Europe-United Kingdom
Top articles of Abdelâali Hassaïne
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
A scoping review finds a growing trend in studies validating multimorbidity patterns and identifies five broad types of validation methods | Thamer Ba Dhafari Alexander Pate Narges Azadbakht Rowena Bailey James Rafferty | 2023/11/11 | |
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 |
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 |
Blood pressure and risk of venous thromboembolism: a cohort analysis of 5.5 million UK adults and Mendelian randomization studies | Cardiovascular Research | Milad Nazarzadeh Zeinab Bidel Hamid Mohseni Dexter Canoy Ana-Catarina Pinho-Gomes | 2023/3/1 |
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 |
COVID-19 trajectories among 57 million adults in England: a cohort study using electronic health records | The Lancet Digital Health | Johan H Thygesen Christopher Tomlinson Sam Hollings Mehrdad A Mizani Alex Handy | 2022/7/1 |
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 | |
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 |
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 |
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 |
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 |
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 |
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 |
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 | |
Transfer Learning in Electronic Health Records through Clinical Concept Embedding | arXiv preprint arXiv:2107.12919 | Jose Roberto Ayala Solares Yajie Zhu Abdelaali Hassaine Shishir Rao Yikuan Li | 2021/7/27 |
Risk factor identification for incident heart failure using neural network distillation and variable selection | arXiv preprint arXiv:2102.12936 | Yikuan Li Shishir Rao Mohammad Mamouei Gholamreza Salimi-Khorshidi Dexter Canoy | 2021/2/17 |
A Robust Method for Text, Line, and Word Segmentation for Historical Arabic Manuscripts | Data Analytics for Cultural Heritage: Current Trends and Concepts | Omar Elharrouss Somaya Al-Maadeed Jihad Mohamad Alja’am Abdelaali Hassaine | 2021 |
Association between cardiometabolic disease multimorbidity and all-cause mortality in 2 million women and men registered in UK general practices | BMC medicine | Dexter Canoy Jenny Tran Mariagrazia Zottoli Rema Ramakrishnan Abdelaali Hassaine | 2021/12 |
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 |
BEHRT-HF: an interpretable transformer-based, deep learning model for prediction of incident heart failure | European Heart Journal | S Rao Y Li R Ramakrishnan A Hassaine D Canoy | 2020/11 |
Co-Authors
