Monica Hernandez

4PUBLICATIONS
3CO-AUTHORS
Geospatial information systems and geospatial data modellingModelling and simulationForensic evaluation, inference and statistics
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Publications (4)

|Aug 26, 2026
Understanding Trade-Offs in Continuous Neural Representations for Diffeomorphic Image Registration: A Comparative Study of Implicit Neural Representations and Neural Ordinary Differential Equations.

|Aug 07, 2023
Explainable artificial intelligence toward usable and trustworthy computer-aided diagnosis of multiple sclerosis from Optical Coherence Tomography.

Monica Hernandez, Ubaldo Ramon-Julvez, Elisa Vilades

|May 28, 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

|May 06, 2022
Explainable AI toward understanding the performance of the top three TADPOLE Challenge methods in the forecast of Alzheimer's disease diagnosis.

Monica Hernandez, Ubaldo Ramon-Julvez, Francisco Ferraz

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Frequent Collaborators

1 joint publications

Ubaldo Ramon-Julvez

1 joint publications

Beatriz Cordon

1 joint publications

Carlos Paesa-Lia