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ORCIDAbdelaali Hassaïne
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2020 – today
- 2024
[j10]Shishir Rao
, Mohammad Mamouei, Gholamreza Salimi-Khorshidi, Yikuan Li, Rema Ramakrishnan, Abdelaali Hassaïne, Dexter Canoy, Kazem Rahimi:
Targeted-BEHRT: Deep Learning for Observational Causal Inference on Longitudinal Electronic Health Records. IEEE Trans. Neural Networks Learn. Syst. 35(4): 5027-5038 (2024)- 2023
- [j9]Yikuan Li, Mohammad Mamouei, Gholamreza Salimi-Khorshidi, Shishir Rao, Abdelaali Hassaïne, Dexter Canoy, Thomas Lukasiewicz, Kazem Rahimi:
Hi-BEHRT: Hierarchical Transformer-Based Model for Accurate Prediction of Clinical Events Using Multimodal Longitudinal Electronic Health Records. IEEE J. Biomed. Health Informatics 27(2): 1106-1117 (2023) - 2022
- [j8]Thomas Fisher, Harry Gibson, Yunzhe Liu, Moloud Abdar, Marius Posa, Gholamreza Salimi-Khorshidi, Abdelaali Hassaïne, Yutong Cai, Kazem Rahimi, Mohammad Mamouei:
Uncertainty-Aware Interpretable Deep Learning for Slum Mapping and Monitoring. Remote. Sens. 14(13): 3072 (2022) - [j7]Shishir Rao, Yikuan Li, Rema Ramakrishnan, Abdelaali Hassaïne, Dexter Canoy, John G. F. Cleland, Thomas Lukasiewicz, Gholamreza Salimi Khorshidi, Kazem Rahimi:
An Explainable Transformer-Based Deep Learning Model for the Prediction of Incident Heart Failure. IEEE J. Biomed. Health Informatics 26(7): 3362-3372 (2022) - [i9]Shishir Rao, Mohammad Mamouei, Gholamreza Salimi Khorshidi, Yikuan Li, Rema Ramakrishnan, Abdelaali Hassaïne, Dexter Canoy, Kazem Rahimi:
Targeted-BEHRT: Deep learning for observational causal inference on longitudinal electronic health records. CoRR abs/2202.03487 (2022) - [i8]Yikuan Li, Mohammad Mamouei, Shishir Rao, Abdelaali Hassaïne, Dexter Canoy, Thomas Lukasiewicz, Kazem Rahimi, Gholamreza Salimi Khorshidi:
Clinical outcome prediction under hypothetical interventions - a representation learning framework for counterfactual reasoning. CoRR abs/2205.07234 (2022) - 2021
- [i7]Shishir Rao, Yikuan Li, Rema Ramakrishnan, Abdelaali Hassaïne, Dexter Canoy, John Cleland, Thomas Lukasiewicz, Gholamreza Salimi Khorshidi, Kazem Rahimi:
An explainable Transformer-based deep learning model for the prediction of incident heart failure. CoRR abs/2101.11359 (2021) - [i6]Yikuan Li, Shishir Rao, Mohammad Mamouei, Gholamreza Salimi Khorshidi, Dexter Canoy, Abdelaali Hassaïne, Thomas Lukasiewicz:
Risk factor identification for incident heart failure using neural network distillation and variable selection. CoRR abs/2102.12936 (2021) - [i5]Yikuan Li, Mohammad Mamouei, Gholamreza Salimi Khorshidi, Shishir Rao, Abdelaali Hassaïne, Dexter Canoy, Thomas Lukasiewicz, Kazem Rahimi:
Hi-BEHRT: Hierarchical Transformer-based model for accurate prediction of clinical events using multimodal longitudinal electronic health records. CoRR abs/2106.11360 (2021) - [i4]José Roberto Ayala Solares, Yajie Zhu, Abdelaali Hassaïne, Shishir Rao, Yikuan Li, Mohammad Mamouei, Dexter Canoy, Kazem Rahimi, Gholamreza Salimi Khorshidi:
Transfer Learning in Electronic Health Records through Clinical Concept Embedding. CoRR abs/2107.12919 (2021) - 2020
- [j6]Abdelaali Hassaïne, Dexter Canoy, José Roberto Ayala Solares, Yajie Zhu, Shishir Rao, Yikuan Li, Mariagrazia Zottoli, Kazem Rahimi, Gholamreza Salimi Khorshidi:
Learning multimorbidity patterns from electronic health records using Non-negative Matrix Factorisation. J. Biomed. Informatics 112: 103606 (2020) - [i3]Yikuan Li, Shishir Rao, Abdelaali Hassaïne, Rema Ramakrishnan, Yajie Zhu, Dexter Canoy, Gholamreza Salimi Khorshidi, Thomas Lukasiewicz, Kazem Rahimi:
Deep Bayesian Gaussian Processes for Uncertainty Estimation in Electronic Health Records. CoRR abs/2003.10170 (2020)
2010 – 2019
- 2019
- [i2]Abdelaali Hassaïne, Dexter Canoy, José Roberto Ayala Solares, Yajie Zhu, Shishir Rao, Yikuan Li, Kazem Rahimi, Gholamreza Salimi Khorshidi:
Learning Multimorbidity Patterns from Electronic Health Records Using Non-negative Matrix Factorisation. CoRR abs/1907.08577 (2019) - [i1]Yikuan Li, Shishir Rao, José Roberto Ayala Solares, Abdelaali Hassaïne, Dexter Canoy, Yajie Zhu, Kazem Rahimi, Gholamreza Salimi Khorshidi:
BEHRT: Transformer for Electronic Health Records. CoRR abs/1907.09538 (2019) - 2017
- [j5]Jameela Al Otaibi, Zeineb Safi, Abdelaali Hassaïne, Fahad Islam, Ali Jaoua:
Machine Learning and Conceptual Reasoning for Inconsistency Detection. IEEE Access 5: 338-346 (2017) - [c17]Abdelaali Hassaïne, Zeineb Safi, Jameela Al Otaibi, Ali Jaoua:
Text Categorization Using Weighted Hyper Rectangular Keyword Extraction. AICCSA 2017: 959-965 - [c16]Fahad Islam, Abdelaali Hassaïne, Ali Jaoua, Gautam Das, Nan Zhang:
Individual Query Cardinality Estimation using Multiple Query Combinations on a Search Engine's Corpus. ICCA 2017: 312-316 - 2016
- [j4]Somaya Al-Máadeed, Abdelaali Hassaïne, Ahmed Bouridane, Muhammad Atif Tahir:
Novel geometric features for off-line writer identification. Pattern Anal. Appl. 19(3): 699-708 (2016) - [c15]Abdelaali Hassaïne, Zeineb Safi, Ali Jaoua:
Authenticity detection as a binary text categorization problem: Application to Hadith authentication. AICCSA 2016: 1-7 - 2015
- [j3]Thomas D. Kitching, Jason D. Rhodes, Catherine Heymans, Richard J. Massey, Q. Liu, Marius Cobzarenco, Bruce L. Cragin, Abdelaali Hassaïne, David Kirkby, E. Jin Lok, Daniel Margala, J. Moser, M. O'Leary, Ana M. Pires, Sergey Yurgenson:
Image analysis for cosmology: Shape measurement challenge review & results from the Mapping Dark Matter challenge. Astron. Comput. 10: 9-21 (2015) - [c14]Abdelaali Hassaïne, Souad Mecheter, Ali Jaoua:
Text Categorization Using Hyper Rectangular Keyword Extraction: Application to News Articles Classification. RAMiCS 2015: 312-325 - [c13]Jameela Al Otaibi, Samir Elloumi, Ali Jaoua, Abdelaali Hassaïne:
Using conceptual reasoning for inconsistencies detection in Islamic advisory opinion (Fatwas). AICCSA 2015: 1-5 - 2014
- [j2]Somaya Al-Máadeed, Abdelaali Hassaïne:
Automatic prediction of age, gender, and nationality in offline handwriting. EURASIP J. Image Video Process. 2014: 10 (2014) - [c12]Abdelaali Hassaïne, Samir Elloumi, Fethi Ferjani, Ali Jaoua:
Hyper rectangular trend analysis application to Islamic rulings (fatwas). AICCSA 2014: 318-325 - [c11]Somaya Al-Máadeed, Abdelaali Hassaïne, Ahmed Bouridane:
Using codebooks generated from text skeletonization for forensic writer identification. AICCSA 2014: 729-733 - 2013
- [c10]Abdelaali Hassaïne, Somaya Al-Máadeed, Ahmed Bouridane:
ICDAR 2013 Competition on Handwriting Stroke Recovery from Offline Data. ICDAR 2013: 1412-1416 - [c9]Abdelaali Hassaïne, Somaya Al-Máadeed, Jihad Mohamad Al'Jaam, Ali Jaoua:
ICDAR 2013 Competition on Gender Prediction from Handwriting. ICDAR 2013: 1417-1421 - 2012
- [c8]Somaya Al-Máadeed, Wael Ayouby, Abdelaali Hassaïne, Jihad Mohamad Al'Jaam:
QUWI: An Arabic and English Handwriting Dataset for Offline Writer Identification. ICFHR 2012: 746-751 - [c7]Abdelaali Hassaïne, Somaya Al-Máadeed:
ICFHR 2012 Competition on Writer Identification Challenge 2: Arabic Scripts. ICFHR 2012: 835-840 - [c6]Abdelaali Hassaïne, Somaya Al-Máadeed:
An Online Signature Verification System for Forgery and Disguise Detection. ICONIP (4) 2012: 552-559 - [c5]Youssef Elmir, Somaya Al-Máadeed, Abbes Amira, Abdelaali Hassaïne:
A Multi-modal Face and Signature Biometric Authentication System Using a Max-of-Scores Based Fusion. ICONIP (5) 2012: 576-583 - [c4]Abdelaali Hassaïne, Somaya Al-Máadeed, Ahmed Bouridane:
A Set of Geometrical Features for Writer Identification. ICONIP (5) 2012: 584-591 - 2011
- [c3]Abdelaali Hassaïne, Somaya Al-Máadeed, Jihad M. Alja'am, Ali Jaoua, Ahmed Bouridane:
The ICDAR2011 Arabic Writer Identification Contest. ICDAR 2011: 1470-1474
2000 – 2009
- 2009
- [c2]Abdelaali Hassaïne, Etienne Decencière, Bernard Besserer:
Restoration of variable density film soundtracks. EUSIPCO 2009: 2589-2593 - 2008
- [j1]Jonathan Taquet, Bernard Besserer, Abdelaali Hassaïne, Etienne Decencière:
Detection and Correction of Under-/Overexposed Optical Soundtracks by Coupling Image and Audio Signal Processing. EURASIP J. Adv. Signal Process. 2008 (2008) - 2007
- [c1]Emmanuel Brun, Abdelaali Hassaïne, Bernard Besserer, Etienne Decencière:
Restoration of Variable Area Soundtracks. ICIP (4) 2007: 13-16
Coauthor Index
aka: Gholamreza Salimi-Khorshidi
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