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Sensors (Basel, Switzerland)|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 FrameworkMonica Hernandez, Ubaldo Ramon-Julvez, Daniel Sierra-TomeComputers in Biology and Medicine|June 22, 2024
Insights into traditional Large Deformation Diffeomorphic Metric Mapping and unsupervised deep-learning for diffeomorphic registration and their evaluationMonica Hernandez, Ubaldo Ramon JulvezPlos One|May 6, 2022
Explainable AI toward understanding the performance of the top three TADPOLE Challenge methods in the forecast of Alzheimer's disease diagnosisMonica Hernandez, Ubaldo Ramon-Julvez, Francisco Ferraz, et al.Plos One|August 7, 2023
Explainable artificial intelligence toward usable and trustworthy computer-aided diagnosis of multiple sclerosis from Optical Coherence TomographyMonica Hernandez, Ubaldo Ramon-Julvez, Elisa Vilades, et al.Physics in Medicine and Biology|September 26, 2014
Gauss-Newton inspired preconditioned optimization in large deformation diffeomorphic metric mappingMonica HernandezPhysics in Medicine and Biology|October 11, 2017
Primal-dual convex optimization in large deformation diffeomorphic metric mapping: LDDMM meets robust regularizersMonica HernandezPhysics in Medicine and Biology|December 8, 2018
PDE-constrained LDDMM via geodesic shooting and inexact Gauss-Newton-Krylov optimization using the incremental adjoint Jacobi equationsMonica HernandezIEEE Journal of Biomedical and Health Informatics|July 12, 2018
Band-Limited Stokes Large Deformation Diffeomorphic Metric MappingMonica HernandezPlant Disease|November 4, 2023
Determining the Timing of Spore Release by Botryosphaeriaceae Species in Oregon VineyardsMonica Hernandez, Achala N KcMedical Image Analysis|April 17, 2007
Non-parametric geodesic active regions: method and evaluation for cerebral aneurysms segmentation in 3DRA and CTAMonica Hernandez, Alejandro F FrangiPageof 5