Analysis of the Influence of Diffeomorphic Normalization in the Prediction of Stable VS Progressive MCI Conversion with Convolutional Neural Networks. - Ubaldo Ramon-Julvez; Monica Hernandez; Elvira Mayordomo; Adni (ISBI, 2020)

LDDMM Meets GANs: Generative Adversarial Networks for Diffeomorphic Registration. - Ubaldo Ramon; Monica Hernandez; Elvira Mayordomo (WBIR, 2022)

Partial Differential Equation-Constrained Diffeomorphic Registration from Sum of Squared Differences to Normalized Cross-Correlation, Normalized Gradient Fields, and Mutual Information: A Unifying Framework. - Monica Hernandez; Ubaldo Ramon-Julvez; Daniel Sierra-Tome (Sensors, 2022)

EPDiff-JF-Net: Adjoint Jacobi Fields for Diffeomorphic Registration Networks. - Ubaldo Ramon-Julvez; Monica Hernandez; Elvira Mayordomo (ISBI, 2024)

Insights into traditional Large Deformation Diffeomorphic Metric Mapping and unsupervised deep-learning for diffeomorphic registration and their evaluation. - Monica Hernandez; Ubaldo Ramon-Julvez (Comput. Biol. Medicine, 2024)