2 papers
eess.IV2025
Vascular Segmentation of Functional Ultrasound Images using Deep Learning
Hana Sebia, Thomas Guyet, Mickaël Pereira +3
Segmentation of medical images is a fundamental task with numerous applications. While MRI, CT, and PET modalities have significantly benefited from deep learning segmentation tech…
cs.LG2024
SWoTTeD: An Extension of Tensor Decomposition to Temporal Phenotyping
Hana Sebia, Thomas Guyet, Etienne Audureau
Tensor decomposition has recently been gaining attention in the machine learning community for the analysis of individual traces, such as Electronic Health Records (EHR). However,…