Attention and Transformers
Lecture on attention and Transformers given at the Deep Learning for Medical Imaging (DLMI) 2025 spring school.
Good Coding Practices in Deep Learning for Medical Imaging Projects
Tutorial on good development practices, including tools to use, for deep learning applications in medical imaging.
Fusing Echocardiography Images and Medical Records for Continuous Patient Stratification
Presentation of paper titled "Fusing Echocardiography Images and Medical Records for Continuous Patient Stratification".
Deep manifold learning for improved high blood pressure characterization using echocardiography
PhD Thesis Defense of Joint Thesis between Université de Sherbrooke and INSA Lyon.
Turbocharge Machine Learning application development with Lightning and Hydra
Tutorial on using Lightning and Hydra to speed up development of machine learning research applications.
Echocardiography Segmentation with Enforced Temporal Consistency
Presentation of paper titled "Echocardiography Segmentation with Enforced Temporal Consistency".