3 citations · 3 across the 4 of their papers we have counts for
4 papers
Soft-ECM: An extension of Evidential C-Means for complex data
Armel Soubeiga, Thomas Guyet, Violaine Antoine
Clustering based on belief functions has been gaining increasing attention in the machine learning community due to its ability to effectively represent uncertainty and/or imprecis…
Evaluating PDE discovery methods for multiscale modeling of biological signals
Andréa Ducos, Audrey Denizot, Thomas Guyet +1
Biological systems are non-linear, include unobserved variables and the physical principles that govern their dynamics are partly unknown. This makes the characterization of their…
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…
Clustering of timed sequences -- Application to the analysis of care pathways
Thomas Guyet, Pierre Pinson, Enoal Gesny
Improving the future of healthcare starts by better understanding the current actual practices in hospital settings. This motivates the objective of discovering typical care pathwa…