Fernando Vega

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 9

Top Topics

Functional Magnetic Resonance Imaging

Top Venues

Publications

Abdoljalil Addeh, Fernando Vega, Rebecca J. Williams, G. Bruce Pike, M. Ethan MacDonald
Machine Learning-based Estimation of Respiratory Fluctuations in a Healthy Adult Population using BOLD fMRI and Head Motion Parameters. CoRR (2024)
Fernando Vega, Abdoljalil Addeh, M. Ethan MacDonald
Three-Dimensional Amyloid-Beta PET Synthesis from Structural MRI with Conditional Generative Adversarial Networks. CoRR (2024)
Abdoljalil Addeh, Fernando Vega, Rebecca J. Williams, Ali Golestani, G. Bruce Pike, M. Ethan MacDonald
Using BOLD-fMRI to Compute the Respiration Volume per Time (RTV) and Respiration Variation (RV) with Convolutional Neural Networks (CNN) in the Human Connectome Development Cohort. CoRR (2023)
Abdoljalil Addeh, Fernando Vega, Prathistith Raj Medi, Rebecca J. Williams, G. Bruce Pike, M. Ethan MacDonald
Direct machine learning reconstruction of respiratory variation waveforms from resting state fMRI data in a pediatric population. NeuroImage 269 (2023)
Abdoljalil Addeh, Karen Ardila, Fernando Vega, Ali Golestani, M. Ethan MacDonald
Limitations Of the Derived Respiratory Variation Measurements Used in Functional Magnetic Resonance Imaging. ISBI (2023)
Neha Gianchandani, Mahsa Dibaji, Johanna Ospel, Fernando Vega, Mariana P. Bento, M. Ethan MacDonald, Roberto Souza
A voxel-level approach to brain age prediction: A method to assess regional brain aging. CoRR (2023)
Fernando Vega, Abdoljalil Addeh, M. Ethan MacDonald
Denoising Simulated Low-Field MRI (70mT) using Denoising Autoencoders (DAE) and Cycle-Consistent Generative Adversarial Networks (Cycle-GAN). CoRR (2023)
Karen Ardila, Emily Munro, Fernando Vega, Aashka Mohite, Charlotte Curtis, Amanda V. Tyndall, M. Ethan MacDonald
Using Machine Learning to Study the Effects of Genetic Predisposition on Brain Aging in the UK Biobank. ISBI (2023)
Fernando Vega, Abdoljalil Addeh, M. Ethan MacDonald
Amyloid-Beta Axial Plane PET Synthesis from Structural MRI: An Image Translation Approach for Screening Alzheimer's Disease. CoRR (2023)
Dorit Merhof, Frank Enders, Fernando Vega, Peter Hastreiter, Christopher Nimsky, Marc Stamminger
Integrated Visualization of Diffusion Tensor Fiber Tracts and Anatomical Data. SimVis (2005)
Fernando Vega, Peter Hastreiter, Bernd Tomandl, Christopher Nimsky, Günther Greiner
3D Visualization of Intracranial Aneurysms with Multidimensional Transfer Functions. Bildverarbeitung für die Medizin (2003)
Grzegorz Soza, Peter Hastreiter, Fernando Vega, Christof Rezk-Salama, Michael Bauer, Christopher Nimsky, Günther Greiner
Non-linear Intraoperative Correction of Brain Shift with 1.5 T Data. Bildverarbeitung für die Medizin (2003)