Lisa Bedin, currently a doctoral student in computer science at the École Polytechnique in Palaiseau, is defending her PhD thesis in May 2025. Her research covers diverse areas such as diffusion models, language models, and biomedical applications. As a preview before her defense, she came to present her thesis work on diffusion models with an application to electrocardiogram (ECG) reconstruction.