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Abdelâali Hassaïne
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BEHRT: transformer for electronic health records
Y Li, S Rao, JRA Solares, A Hassaine, R Ramakrishnan, D Canoy, Y Zhu, ...
Scientific Reports 10 (1), 1-12, 2020
4312020
QUWI: An Arabic and English Handwriting Dataset for Offline Writer Identification
S Al-Maadeed, W Ayouby, A Hassaine, J Alja˘am
Frontiers in Handwriting Recognition, 13th International Conference on, 742-747, 2012
1422012
Automatic prediction of age, gender, and nationality in offline handwriting
S Al Maadeed, A Hassaine
EURASIP Journal on Image and Video Processing 2014 (1), 1-10, 2014
1282014
Plasma lipids and risk of aortic valve stenosis: a Mendelian randomization study
M Nazarzadeh, AC Pinho-Gomes, Z Bidel, A Dehghan, D Canoy, ...
European heart journal 41 (40), 3913-3920, 2020
852020
Hi-BEHRT: Hierarchical Transformer-based model for accurate prediction of clinical events using multimodal longitudinal electronic health records
Y Li, M Mamouei, G Salimi-Khorshidi, S Rao, A Hassaine, D Canoy, ...
IEEE Journal of Biomedical and Health Informatics, 2022
562022
An explainable Transformer-based deep learning model for the prediction of incident heart failure
S Rao, Y Li, R Ramakrishnan, A Hassaine, D Canoy, J Cleland, ...
IEEE Journal of Biomedical and Health Informatics 26 (7), 3362-3372, 2022
502022
A Set of Geometrical Features for Writer Identification
A Hassaïne, S Al Maadeed, A Bouridane
Neural Information Processing, 19th International Conference on, 2012
492012
COVID-19 trajectories among 57 million adults in England: a cohort study using electronic health records
JH Thygesen, C Tomlinson, S Hollings, MA Mizani, A Handy, A Akbari, ...
The Lancet Digital Health 4 (7), e542-e557, 2022
462022
The ICDAR2011 Arabic Writer Identification Contest
A Hassaine, S Al-Maadeed, JM Alja'am, A Jaoua, A Bouridane
Document Analysis and Recognition (ICDAR), 2011 International Conference on …, 2011
442011
ICDAR 2013 Competition on Gender Prediction from Handwriting
A Hassaïne, S Al Maadeed, J Aljaam, A Jaoua
Document Analysis and Recognition (ICDAR), 2013 12th International …, 2013
412013
ICFHR2012 Competition on Writer Identification - Challenge 2: Arabic Scripts
A Hassaïne, S Al Maadeed
Frontiers in Handwriting Recognition, 13th International Conference on, 831-836, 2012
402012
Untangling the complexity of multimorbidity with machine learning
A Hassaine, G Salimi-Khorshidi, D Canoy, K Rahimi
Mechanisms of ageing and development 190, 111325, 2020
362020
Novel geometric features for off-line writer identification
S Al-Maadeed, A Hassaine, A Bouridane, MA Tahir
Pattern Analysis and Applications, 1-10, 2014
362014
Long‐term exposure to elevated systolic blood pressure in predicting incident cardiovascular disease: evidence from large‐scale routine electronic health records
JR Ayala Solares, D Canoy, FED Raimondi, Y Zhu, A Hassaine, ...
Journal of the American Heart Association 8 (12), e012129, 2019
322019
Text categorization using hyper rectangular keyword extraction: Application to news articles classification
A Hassaine, S Mecheter, A Jaoua
Relational and Algebraic Methods in Computer Science: 15th International …, 2015
312015
Deep Bayesian Gaussian processes for uncertainty estimation in electronic health records
Y Li, S Rao, A Hassaine, R Ramakrishnan, D Canoy, G Salimi-Khorshidi, ...
Scientific reports 11 (1), 1-13, 2021
302021
Association between cardiometabolic disease multimorbidity and all-cause mortality in 2 million women and men registered in UK general practices
D Canoy, J Tran, M Zottoli, R Ramakrishnan, A Hassaine, S Rao, Y Li, ...
BMC medicine 19, 1-10, 2021
292021
Learning multimorbidity patterns from electronic health records using non-negative matrix factorisation
A Hassaine, D Canoy, JRA Solares, Y Zhu, S Rao, Y Li, M Zottoli, ...
Journal of Biomedical Informatics, 103606, 2020
272020
Efficient restoration of variable area soundtracks
A Hassaïne, E Decencière, B Besserer
Image Analysis & Stereology 28 (2), 113-119, 2009
192009
Targeted-BEHRT: Deep learning for observational causal inference on longitudinal electronic health records
S Rao, M Mamouei, G Salimi-Khorshidi, Y Li, R Ramakrishnan, ...
IEEE Transactions on Neural Networks and Learning Systems, 2022
182022
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