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ORCIDFernando Vega Higuera
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2020 – today
- 2024
[c26]Pattarawut Charatpangoon, Pauline Delannoy, Connor McDougall, Fernando Vega, Aashka Mohite, Philip Barber, Bijoy K. Menon, Aravind Ganesh, M. Ethan MacDonald:
Radiation Dose Reduction in Computed Tomography Perfusion of Acute Ischemic Stroke Patients Using a Denoising Autoencoder. ISBI 2024: 1-5- [c25]Marvin Tom Teichmann, Manasi Datar, Lisa Kratzke, Fernando Vega, Florin C. Ghesu:
Towards Integrating Epistemic Uncertainty Estimation into the Radiotherapy Workflow. MICCAI (10) 2024: 729-738 - [i7]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 abs/2405.00219 (2024) - [i6]Fernando Vega, Abdoljalil Addeh, M. Ethan MacDonald:
Three-Dimensional Amyloid-Beta PET Synthesis from Structural MRI with Conditional Generative Adversarial Networks. CoRR abs/2405.02109 (2024) - [i5]Marvin Tom Teichmann, Manasi Datar, Lisa Kratzke, Fernando Vega, Florin C. Ghesu:
Towards Integrating Epistemic Uncertainty Estimation into the Radiotherapy Workflow. CoRR abs/2409.18628 (2024) - 2023
- [j3]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: 119904 (2023) - [c24]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: 1-5 - [c23]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: 1-5 - [i4]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 abs/2307.05426 (2023) - [i3]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 abs/2307.06338 (2023) - [i2]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 abs/2309.00569 (2023) - [i1]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 abs/2310.11385 (2023)
2010 – 2019
- 2013
- [c22]Sasa Grbic, Razvan Ioan Ionasec, Tommaso Mansi, Bogdan Georgescu, Fernando Vega Higuera, Nassir Navab, Dorin Comaniciu:
Advanced intervention planning for Transcatheter Aortic Valve Implantations (TAVI) from CT using volumetric models. ISBI 2013: 1424-1427 - 2012
- [c21]Hua Zhong, Yefeng Zheng, Gareth Funka-Lea, Fernando Vega Higuera:
Segmentation and removal of pulmonary arteries, veins and left atrial appendage for visualizing coronary and bypass arteries. CVPR Workshops 2012: 24-30 - [c20]Hua Zhong, Yefeng Zheng, Gareth Funka-Lea, Fernando Vega Higuera:
Automatic Heart Isolation in 3D CT Images. MCV 2012: 165-180 - 2011
- [j2]Matthias Teßmann, Fernando Vega Higuera, Bernhard Bischoff, Jörg Hausleiter, Günther Greiner:
Automatic detection and quantification of coronary calcium on 3D CT angiography data. Comput. Sci. Res. Dev. 26(1-2): 117-124 (2011) - [c19]B. Michael Kelm, Sushil Mittal, Yefeng Zheng, Alexey Tsymbal, Dominik Bernhardt, Fernando Vega Higuera, Shaohua Kevin Zhou, Peter Meer, Dorin Comaniciu:
Detection, Grading and Classification of Coronary Stenoses in Computed Tomography Angiography. MICCAI (3) 2011: 25-32 - [c18]Yefeng Zheng, Hüseyin Tek, Gareth Funka-Lea, Shaohua Kevin Zhou, Fernando Vega Higuera, Dorin Comaniciu:
Efficient Detection of Native and Bypass Coronary Ostia in Cardiac CT Volumes: Anatomical vs. Pathological Structures. MICCAI (3) 2011: 403-410 - [c17]Yefeng Zheng, Maciej Loziczonek, Bogdan Georgescu, Shaohua Kevin Zhou, Fernando Vega Higuera, Dorin Comaniciu:
Machine learning based vesselness measurement for coronary artery segmentation in cardiac CT volumes. Medical Imaging: Image Processing 2011: 79621K - 2010
- [j1]Razvan Ioan Ionasec, Ingmar Voigt, Bogdan Georgescu, Yang Wang, Helene Houle, Fernando Vega Higuera, Nassir Navab, Dorin Comaniciu:
Patient-Specific Modeling and Quantification of the Aortic and Mitral Valves From 4-D Cardiac CT and TEE. IEEE Trans. Medical Imaging 29(9): 1636-1651 (2010) - [c16]Matthias Tessmann, Fernando Vega Higuera, Bernhard Bischoff, Jörg Hausleiter, Günther Greiner:
Robust Automatic Calcium Scoring for CT Coronary Angiography. Bildverarbeitung für die Medizin 2010: 430-434 - [c15]Sushil Mittal, Yefeng Zheng, Bogdan Georgescu, Fernando Vega Higuera, Shaohua Kevin Zhou, Peter Meer, Dorin Comaniciu:
Fast Automatic Detection of Calcified Coronary Lesions in 3D Cardiac CT Images. MLMI 2010: 1-9 - [c14]Yefeng Zheng, Fernando Vega Higuera, Shaohua Kevin Zhou, Dorin Comaniciu:
Fast and Automatic Heart Isolation in 3D CT Volumes: Optimal Shape Initialization. MLMI 2010: 84-91
2000 – 2009
- 2009
- [c13]Matthias Tessmann, Fernando Vega Higuera, Dominik Fritz, Michael Scheuering, Günther Greiner:
Multi-scale feature extraction for learning-based classification of coronary artery stenosis. Medical Imaging: Computer-Aided Diagnosis 2009: 726002 - [c12]Yefeng Zheng, Bogdan Georgescu, Fernando Vega Higuera, Dorin Comaniciu:
Left ventricle endocardium segmentation for cardiac CT volumes using an optimal smooth surface. Medical Imaging: Image Processing 2009: 72593V - [c11]Arne Militzer, Fernando Vega Higuera:
Probabilistic boosting trees for automatic bone removal from CT angiography images. Medical Imaging: Image Processing 2009: 725946 - 2008
- [c10]Fernando Vega Higuera, Bernhard Krauss:
Interactive tissue separation and visualization with dual-energy data on the GPU. Medical Imaging: Image-Guided Procedures 2008: 69182Z - [c9]Matthias Tessmann, Fernando Vega Higuera, Dominik Fritz, Michael Scheuering, Günther Greiner:
Learning-Based Detection of Stenotic Lesions in Coronary CT Data. VMV 2008: 189-198 - 2005
- [c8]Fernando Vega Higuera, Peter Hastreiter, Ramin Naraghi, Rudolf Fahlbusch, G. Greiner:
Smooth volume rendering of labeled medical data on consumer graphics hardware. Medical Imaging: Image-Guided Procedures 2005 - [c7]Dorit Merhof, Frank Enders, Fernando Vega, Peter Hastreiter, Christopher Nimsky, Marc Stamminger:
Integrated Visualization of Diffusion Tensor Fiber Tracts and Anatomical Data. SimVis 2005: 153-164 - [c6]Fernando Vega Higuera, Peter Hastreiter, Rudolf Fahlbusch, Günther Greiner:
High Performance Volume Splatting for Visualization of Neurovascular Data. IEEE Visualization 2005: 271-278 - 2004
- [c5]Peter Hastreiter, Fernando Vega Higuera, Bernd Tomandl, Rudolf Fahlbusch, Ramin Naraghi:
Advanced and standardized evaluation of neurovascular compression syndromes. Medical Imaging: Image-Guided Procedures 2004 - [c4]Fernando Vega Higuera, Natascha Sauber, Bernd Tomandl, Christopher Nimsky, Günther Greiner, Peter Hastreiter:
Automatic adjustment of bidimensional transfer functions for direct volume visualization of intracranial aneurysms. Medical Imaging: Image-Guided Procedures 2004 - 2003
- [c3]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: 21-25 - [c2]Fernando Vega, Peter Hastreiter, Bernd Tomandl, Christopher Nimsky, Günther Greiner:
3D Visualization of Intracranial Aneurysms with Multidimensional Transfer Functions. Bildverarbeitung für die Medizin 2003: 46-50 - [c1]Fernando Vega Higuera, Natascha Sauber, Bernd Tomandl, Christopher Nimsky, Günther Greiner, Peter Hastreiter:
Enhanced 3D-Visualization of Intracranial Aneurysms Involving the Skull Base. MICCAI (2) 2003: 256-263
Coauthor Index
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