María M. Marquez-Sosa
Publications Research in medical imaging, computer vision, and artificial intelligence.
TrICON: Learning diffeomorphic lung CT registration through triplet consistency Thoracic Image Analysis Workshop · MICCAI 2026
Strasbourg, France · September 2026
HAL How well do segmentation methods perform on computed tomography (CT) scans of patients with acute respiratory distress syndrome (ARDS)? IABM 2026
Lyon, France · March 2026
HAL Intégration de l’analyse spectrale de la forme dans une approche d’apprentissage profond pour la segmentation des poumons dans le syndrome de détresse respiratoire aiguë IABM 2025
Nice, France
CV Augmentation de données par synthèse de lésions pour renforcer la robustesse de la segmentation des poumons de patients atteints du syndrome de détresse respiratoire aiguë IABM 2025
Nice, France
CV Differentiable spectral shape deformation for 3D-mesh registration in medical imaging IABM 2024
Grenoble, France
CV Predictive Modeling of Diabetes Hospital Readmission Using Machine Learning Algorithms 3rd International Conference on Electrical, Computer, Communications and Mechatronics Engineering
DOI Characterization of Dermatoscopic Images for Melanoma Diagnosis by means of the ABCD Criteria IEEE ANDESCON
DOI Characterization and Classification Algorithm for Mammography Images by means of the BIRADS Assessment Categories IEEE URUCON
DOI Caracterización de lesiones mamarias por medio del procesamiento de imágenes de mamografía digital EIEI ACOFI · Colombia
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