Publications of Safaa Al-Ali

1. 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 2023 Computing in Cardiology (CinC), 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]



2. Safaa Al-Ali, Maria Teresa Mora, Maxime Sermesant, Beatriz Trénor, and Irene Balelli. Assessing ion channel blockade and electromechanical biomarkers' interrelations through a novel Multi-Channel Causal Variational Autoencoder. Note: Working paper or preprint, August 2024. Keyword(s): Multi-channel, Variational auto-encoder, Torsade de pointes, Risk assesmant, Ion channel block, Electromechanical characteristics. [bibtex-entry]



3. Rafael Silva, Yingyu Yang, Maëlis Morier, Safaa Al-Ali, and Maxime Sermesant. YOUR-Lead: YOLO and U-Net for Reconstruction of ECG Lead Signals. Note: Working paper or preprint, September 2024. Keyword(s): ECG, Image Processing and Computer Vision, Denoising Image, ECG Digitization. [bibtex-entry]

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