Safaa Al-Ali

Postdoc researcher at the University of Bordeaux, Institut de Mathématiques de Bordeaux (IMB).

94 %

Libre accès

Documents

Affiliations actuelles

Laboratoire Analyse, Géométrie et Applications (LAGA)
E-Patient : Images, données & mOdèles pour la médeciNe numériquE (EPIONE)
Modélisation et calculs pour l'électrophysiologie cardiaque (CARMEN)
Université de Bordeaux (UB)

Contact

Présentation

Personal website

Domaines de recherche

Mathématiques [math] Sciences de l'ingénieur [physics]

Publications

Multi-Channel Causal Variational Autoencoder for multimodal biomedical causal disentanglement

Safaa Al-Ali , Irene Balelli

Journal of Biomedical Informatics, 2026, 176, pp.104995. ⟨10.1016/j.jbi.2026.104995⟩

Article dans une revue hal-05483061v1

Global sensitivity analysis through causal discovery for an electromechanical cardiac model

Safaa Al-Ali , Jairo Rodríguez-Padilla , Maxime Sermesant , Irene Balelli

Biomechanics and Modeling in Mechanobiology, 2026, 25 (4), pp.83. ⟨10.1007/s10237-026-02098-y⟩

Article dans une revue hal-05660607v1

Detection of ulcerative colitis lesions from weakly annotated colonoscopy videos using bounding boxes

Safaa Al-Ali , John Chaussard , Sébastien Li-Thiao-Té , Éric Ogier-Denis , Alice Percy-Du-Sert et al.

Gastrointestinal Disorders, 2024, 6 (1), pp.292-307. ⟨10.3390/gidisord6010020⟩

Article dans une revue hal-04307455v1

AUTOMATIC BLEEDING AND ULCER DETECTION FROM LIMITED QUALITY ANNOTATIONS IN ULCERATIVE COLITIS

Safaa Al-Ali , John Chaussard , Sébastien Li-Thiao-Té , Eric Ogier-Denis , Alice Percy-Du-Sert et al.

Gastroenterology, 2022, 28 (Supplement_1), pp.S19-S20. ⟨10.1093/ibd/izac015.029⟩

Article dans une revue hal-03955674v1

Complexity Reduction and Quality Enhancement in Image Coding

Ahmad Shahin , Fadi Chakik , Safaa Al-Ali

International Journal of Future Computer and Communication, 2013, pp.205-209. ⟨10.7763/IJFCC.2013.V2.153⟩

Article dans une revue hal-04363331v1

Consensus Enhances Individual Causal Models: a Use Case on Lung Cancer Driven by Cellular Pathways

Arnaud Lang , Rodrigo Henrique Ramos , Safaa Al-Ali , Mohammad Reza Mousavi , Anna Calissano et al.

CMSB 2026 - 24th International Conference on Computational Methods in Systems Biology, Jul 2026, Lisbon, Portugal

Communication dans un congrès hal-05620648v1

Bayesian Calibration of Artificial Pacemaker Models with Device-Tissue Interactions

Safaa Al-Ali , Michael Leguèbe , Gaël Poëtte , Yves Coudière

CinC 2026 - Computing in Cardiology, Sep 2026, Madrid, Spain

Communication dans un congrès hal-05766914v1

Cardiac Electromechanical Model Sensitivity Analysis using Causal Discovery

Safaa Al-Ali , Jairo Rodríguez-Padilla , Maxime Sermesant , Irene Balelli

FIMH 2025 - 13th Functional Imaging and Modeling of the Heart International Conference, Radomír Chabiniok, Jun 2025, Dallas, United States. ⟨10.1007/978-3-031-94559-5_31⟩

Communication dans un congrès hal-05121540v2

YOUR-Lead: YOLO and U-Net for Reconstruction of ECG Lead Signals

Rafael Silva , Yingyu Yang , Maëlis Morier , Safaa Al-Ali , Maxime Sermesant

2024 Computing in Cardiology Conference, Sep 2024, Karlsruhe (Germany), Germany. pp.1-4, ⟨10.22489/CinC.2024.372⟩

Communication dans un congrès hal-04684731v1

Assessing Ionic Current Blockades and Electromechanical Biomarkers’ Interrelations Through a Novel Multi-Channel Causal Variational Autoencoder

Safaa Al-Ali , Maria T Mora , Maxime Sermesant , Beatriz Trénor , Irene Balelli

2024 Computing in Cardiology Conference, Sep 2024, Karlsruhe (Germany), Germany. ⟨10.22489/CinC.2024.408⟩

Communication dans un congrès hal-04607082v3

A causal discovery approach for streamline ion channels selection to improve drug-induced TdP risk assessment

Safaa Al-Ali , Jordi Llopis-Lorente , Maria Teresa Mora , Maxime Sermesant , Beatriz Trénor et al.

2023 Computing in Cardiology (CinC), Oct 2023, Atlanta (GA), United States. ⟨10.22489/CinC.2023.009⟩

Communication dans un congrès hal-04105144v1

P015 Detection of endoscopic lesions from limited quality annotations in colonoscopy videos

Safaa Al-Ali , J Chaussard , Sébastien Li-Thiao-Té , É Ogier-Denis , A Percy-Du-Sert et al.

17th Congress of ECCO, Feb 2022, Virtual, Austria. pp.i142-i144, ⟨10.1093/ecco-jcc/jjab232.144⟩

Communication dans un congrès hal-03955686v1

Influence of Ambiguity Cluster on Quality Improvement in Image Compression

Safaa Al-Ali , Ahmad Shahin , Fadi Chakik

ICCVISP- International Conference on Computer Vision, Image and Signal Processing, Feb 2013, Barcelone, Spain. ⟨10.5281/zenodo.1073446⟩

Communication dans un congrès hal-01115248v1

Inferring inflammation spread rates in inflammatory bowel diseases using traveling wave solutions

Safaa Al-Ali , Yoram Bouhnik , John Chaussard , Sébastien Li-Thiao-Té , Eric Ogier-Denis et al.

2026

Pré-publication, Document de travail hal-05616896v2

Multi-Channel Causal Variational Autoencoder

Safaa Al-Ali , Irene Balelli

2024

Pré-publication, Document de travail hal-04666466v1

Automatic detection of bleeding and ulcers in endoscopic videos for ulcerative colitis

Safaa Al-Ali , John Chaussard , Sébastien Li-Thiao-Té , Hatem Zaag

2021

Pré-publication, Document de travail hal-03418329v1

Causality: fundamental principles and tools

Irene Balelli , Safaa Al-Ali , Elise Dumas , Judith Abécassis

Trustworthy AI in Medical Imaging, Chapitre 14, Elsevier, pp.297-314, 2024, 978-0-443-23761-4. ⟨10.1016/B978-0-44-323761-4.00026-2⟩

Chapitre d'ouvrage hal-04831368v1

Mathematical modelling of chronic inflammatory bowel diseases

Safaa Al Ali

General Mathematics [math.GM]. Université Paris-Nord - Paris XIII, 2022. English. ⟨NNT : 2022PA131013⟩

Thèse tel-03925285v1

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