3 papers
cs.CV2025
Implicit Shape-Prior for Few-Shot Assisted 3D Segmentation
Mathilde Monvoisin, Louise Piecuch, Blanche Texier +7
The objective of this paper is to significantly reduce the manual workload required from medical professionals in complex 3D segmentation tasks that cannot be yet fully automated.…
cs.CV2025
Unsupervised Anomaly Detection on Implicit Shape representations for Sarcopenia Detection
Louise Piecuch, Jeremie Huet, Antoine Frouin +3
Sarcopenia is an age-related progressive loss of muscle mass and strength that significantly impacts daily life. A commonly studied criterion for characterizing the muscle mass has…
cs.CV2023
Muscle volume quantification: guiding transformers with anatomical priors
Louise Piecuch, Vanessa Gonzales Duque, Aurélie Sarcher +5
Muscle volume is a useful quantitative biomarker in sports, but also for the follow-up of degenerative musculo-skelletal diseases. In addition to volume, other shape biomarkers can…