Viktor Vegh

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 17

Top Topics

Convolutional Neural Network

Magnetic Resonance Imaging

Diffusion Models

Top Venues

J. Comput. Appl. Math.

IEEE Trans. Medical Imaging

Publications

Soumen Ghosh, Viktor Vegh, Shahrzad Moinian, Hamed Moradi, Alice-Ann Sullivan, John Phamnguyen, David C. Reutens
NeuroMorphix: A Novel Brain MRI Asymmetry-specific Feature Construction Approach For Seizure Recurrence Prediction. CoRR (2024)
Hanem Ellethy, Shekhar S. Chandra, Viktor Vegh
Machine Learning Applications in Traumatic Brain Injury: A Spotlight on Mild TBI. CoRR (2024)
Hanem Ellethy, Viktor Vegh, Shekhar S. Chandra
Interpretable 3D Multi-Modal Residual Convolutional Neural Network for Mild Traumatic Brain Injury Diagnosis. CoRR (2023)
Hanem Ellethy, Shekhar S. Chandra, Viktor Vegh
Enhancing mTBI Diagnosis with Residual Triplet Convolutional Neural Network Using 3D CT. CoRR (2023)
Hanem Ellethy, Viktor Vegh, Shekhar S. Chandra
Interpretable 3D Multi-modal Residual Convolutional Neural Network for Mild Traumatic Brain Injury Diagnosis. AI (1) (2023)
Qiang Yu, Ian W. Turner, Fawang Liu, Viktor Vegh
The application of the distributed-order time fractional Bloch model to magnetic resonance imaging. Appl. Math. Comput. 427 (2022)
Azin Shokraei Fard, David C. Reutens, Viktor Vegh
From CNNs to GANs for cross-modality medical image estimation. Comput. Biol. Medicine 146 (2022)
Qianqian Yang, David C. Reutens, Viktor Vegh
Generalisation of continuous time random walk to anomalous diffusion MRI models with an age-related evaluation of human corpus callosum. NeuroImage 250 (2022)
Yang Gao, Zhuang Xiong, Amir Fazlollahi, Peter J. Nestor, Viktor Vegh, Fatima Nasrallah, Craig Winter, G. Bruce Pike, Stuart Crozier, Feng Liu, Hongfu Sun
Instant tissue field and magnetic susceptibility mapping from MRI raw phase using Laplacian enhanced deep neural networks. NeuroImage 259 (2022)
Jiasheng Su, Ruben Pellicer-Guridi, Thomas Edwards, Miguel Fuentes, Matthew S. Rosen, Viktor Vegh, David C. Reutens
A CNN Based Software Gradiometer for Electromagnetic Background Noise Reduction in Low Field MRI Applications. IEEE Trans. Medical Imaging 41 (5) (2022)
Azin Shokraei Fard, David C. Reutens, Viktor Vegh
CNNs and GANs in MRI-based cross-modality medical image estimation. CoRR (2021)
Fangrong Zong, Jiaxin Du, Xiaofeng Deng, Xubin Chai, Yan Zhuo, Viktor Vegh, Rong Xue
Fast Diffusion Kurtosis Mapping of Human Brain at 7 Tesla With Hybrid Principal Component Analyses. IEEE Access 9 (2021)
Kiran Thapaliya, Viktor Vegh, Steffen Bollmann, Markus Barth
Assessment of microstructural signal compartments across the corpus callosum using multi-echo gradient recalled echo at 7 T. NeuroImage 182 (2018)
Shrinath Kadamangudi, David C. Reutens, Surabhi Sood, Viktor Vegh
Signal compartments in ultra-high field multi-echo gradient echo MRI reflect underlying tissue microstructure in the brain. NeuroImage 178 (2018)
Qiang Yu, David C. Reutens, Viktor Vegh
Can anomalous diffusion models in magnetic resonance imaging be used to characterise white matter tissue microstructure? NeuroImage 175 (2018)
Mohammad Reza Bonyadi, Viktor Vegh, David C. Reutens
Linear centralization classifier. CoRR (2017)
Shanlin Qin, Fawang Liu, Ian W. Turner, Viktor Vegh, Qiang Yu, Qianqian Yang
Multi-term time-fractional Bloch equations and application in magnetic resonance imaging. J. Comput. Appl. Math. 319 (2017)
Jiaxin Du, Viktor Vegh, David C. Reutens
MRI signal phase oscillates with neuronal activity in cerebral cortex: Implications for neuronal current imaging. NeuroImage 94 (2014)
Quang Minh Tieng, Viktor Vegh, David C. Reutens, Zhengyi Yang
Application of Weber's Law to Medical Image Registration to Accommodate Intensity Inhomogeneities. DICTA (2012)
Jiaxin Du, Viktor Vegh, David C. Reutens
The Laminar Cortex Model: A New Continuum Cortex Model Incorporating Laminar Architecture. PLoS Comput. Biol. 8 (10) (2012)
Gregory K. Pierens, Steven Brossi, Zhengyi Yang, David C. Reutens, Viktor Vegh
HSQC spectral based similarity matching of compounds using nearest neighbours and a fast discrete genetic algorithm. J. Cheminformatics 4 (2012)
Seyyed Adel Alavi Fazel, Yaniv Gal, Zhengyi Yang, Viktor Vegh
Qualitative and Quantitave Analysis of Six Image Fusion Methodologies and Their Application to Medical Imaging. DICTA (2011)
Zhengyi Yang, Viktor Vegh, David C. Reutens, Gregory K. Pierens
A Rapid Procedure for Spectral Similarity Matching of Heteronuclear Single Quantum Coherence Spectra. DICTA (2011)
Viktor Vegh, Zhengyi Yang, Quang Minh Tieng, David C. Reutens
Multimodal image registration using stochastic differential equation optimization. ICIP (2010)
Quang Minh Tieng, Peter Ullmann, Graham J. Galloway, Jürgen Hennig, Gary J. Cowin, Viktor Vegh
An Approach of Deriving Relative Sensitivity Profiles for Image Reconstruction in MRI. IEEE J. Sel. Top. Signal Process. 2 (6) (2008)
Quang Minh Tieng, Viktor Vegh, Gary J. Cowin, Zhengyi Yang
Fast parallel image reconstruction using smacker for functional magnetic resonance imaging. ISBI (2008)