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A Deep Neural Network for Manifold-Valued Data with Applications to Neuroimaging.

, , , and . IPMI, volume 11492 of Lecture Notes in Computer Science, page 112-124. Springer, (2019)

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VolterraNet: A higher order convolutional network with group equivariance for homogeneous manifolds., , , and . CoRR, (2021)Activation Landscapes as a Topological Summary of Neural Network Performance., , and . IEEE BigData, page 3865-3870. IEEE, (2021)A Deep Neural Network for Manifold-Valued Data with Applications to Neuroimaging., , , and . IPMI, volume 11492 of Lecture Notes in Computer Science, page 112-124. Springer, (2019)MVC-Net: A Convolutional Neural Network Architecture for Manifold-Valued Images With Applications., , , and . CoRR, (2020)Geometric Deep Learning for Unsupervised Registration of Diffusion Magnetic Resonance Images., , and . IPMI, volume 13939 of Lecture Notes in Computer Science, page 563-575. Springer, (2023)A Higher Order Manifold-Valued Convolutional Neural Network with Applications to Diffusion MRI Processing., , , and . IPMI, volume 12729 of Lecture Notes in Computer Science, page 304-317. Springer, (2021)Proposal and Definition of a Methodology for Remote Detection and Prevention of Hypoxemic Clinical Cases in Patients Susceptible to Respiratory Diseases., , , and . TEEM, page 331-338. ACM, (2019)Conceptual Proposal of a Hierarchization System for Patients Candidate to Intensive Care Units in Health Catastrophe Situations., , , and . TEEM, page 496-500. ACM, (2020)A proposal for using active contour parametrical models in Cobb angle determination., , , and . TEEM, page 297-304. ACM, (2021)Proposal of a Methodology based on Expert Systems for the Treatment of Diabetic Foot Condition., , , and . TEEM, page 491-495. ACM, (2020)