Publications of Safaa Al-Ali

1. Safaa Al-Ali, John Chaussard, Sébastien Li-Thiao-Té, Éric Ogier-Denis, Alice Percy-Du-Sert, Xavier Treton, and Hatem Zaag. Detection of ulcerative colitis lesions from weakly annotated colonoscopy videos using bounding boxes. Gastrointestinal Disorders, 6(1):292-307, March 2024. [bibtex-entry]



2. Irene Balelli, Safaa Al-Ali, Elise Dumas, and Judith Abécassis. Causality: fundamental principles and tools. In Trustworthy AI in Medical Imaging, number Chapitre 14, pages 297-314. November 2024. Keyword(s): Causal learning, Discovery, Inference, Bias, Counfounder, Counterfactual queries. [bibtex-entry]



3. Safaa Al-Ali, John Chaussard, Sébastien Li-Thiao-Té, Eric Ogier-Denis, Alice Percy-Du-Sert, Xavier Treton, and Hatem Zaag. AUTOMATIC BLEEDING AND ULCER DETECTION FROM LIMITED QUALITY ANNOTATIONS IN ULCERATIVE COLITIS. Gastroenterology, 28(Supplement_1):S19-S20, February 2022. [bibtex-entry]

1. Safaa Al-Ali, Maria T Mora, Maxime Sermesant, Beatriz Trénor, and Irene Balelli. Assessing Ionic Current Blockades and Electromechanical Biomarkers' Interrelations Through a Novel Multi-Channel Causal Variational Autoencoder. In IEEE, editor, Computing in Cardiology 2024, volume 51, Karlsruhe (Germany), Germany, September 2024. Keyword(s): Multi-channel, Variational auto-encoder, Torsade de pointes, Risk assesmant, Ion channel block, Electromechanical characteristics. [bibtex-entry]



2. Rafael Silva, Yingyu Yang, Maëlis Morier, Safaa Al-Ali, and Maxime Sermesant. YOUR-Lead: YOLO and U-Net for Reconstruction of ECG Lead Signals. In IEEE, editor, 2024 Computing in Cardiology, volume 51, Karlsruhe (Germany), Germany, pages 1-4, September 2024. Keyword(s): ECG, Image Processing and Computer Vision, Denoising Image, ECG Digitization. [bibtex-entry]



3. Safaa Al-Ali, Jordi Llopis-Lorente, Maria Teresa Mora, Maxime Sermesant, Beatriz Trénor, and Irene Balelli. A causal discovery approach for streamline ion channels selection to improve drug-induced TdP risk assessment. In IEEE Xplore, 2023 Computing in Cardiology (CinC), Atlanta (GA), United States, October 2023. Keyword(s): Causal discovery, Drug safety, Ions channel, TdP risk. [bibtex-entry]

1. Safaa Al-Ali and Irene Balelli. Multi-Channel Causal Variational Autoencoder. Note: Working paper or preprint, August 2024. Keyword(s): Multi-channel, Causal discovery, Variational Autoencoder. [bibtex-entry]

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