3 papers
cs.CV2026
Generative Latent Representations of 3D Brain MRI for Multi-Task Downstream Analysis in Down Syndrome
Jordi Malé, Juan Fortea, Mateus Rozalem-Aranha +2
Generative models have emerged as powerful tools in medical imaging, enabling tasks such as segmentation, anomaly detection, and high-quality synthetic data generation. These model…
cs.CV2024
BioFace3D: A fully automatic pipeline for facial biomarkers extraction of 3D face reconstructions segmented from MRI
Ãlvaro Heredia-Lidón, Luis M. Echeverry-Quiceno, Alejandro González +6
Facial dysmorphologies have emerged as potential critical indicators in the diagnosis and prognosis of genetic, psychotic and rare disorders. While in certain conditions these dysm…
cs.CV2024
Towards the Discovery of Down Syndrome Brain Biomarkers Using Generative Models
Jordi Malé, Juan Fortea, Mateus Rozalem Aranha +3
Brain imaging has allowed neuroscientists to analyze brain morphology in genetic and neurodevelopmental disorders, such as Down syndrome, pinpointing regions of interest to unravel…