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2023 Conference Publication QSM from the raw phase using an end-to-end neural networkGao, Yang, Xiong, Zhuang, Fazlollahi, Amir, Nestor, Peter, Vegh, Viktor, Pike, G. Bruce, Crozier, Stuart, Liu, Feng and Sun, Hongfu (2023). QSM from the raw phase using an end-to-end neural network. ISMRM Annual Meeting, London, United Kingdom, 7-12 May 2022. Berkeley, CA, United States: International Society for Magnetic Resonance in Medicine. doi: 10.58530/2022/4740 |
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2022 Journal Article Instant tissue field and magnetic susceptibility mapping from MRI raw phase using Laplacian enhanced deep neural networksGao, Yang, Xiong, Zhuang, Fazlollahi, Amir, Nestor, Peter J., Vegh, Viktor, Nasrallah, Fatima, Winter, Craig, Pike, G. Bruce, Crozier, Stuart, Liu, Feng and Sun, Hongfu (2022). Instant tissue field and magnetic susceptibility mapping from MRI raw phase using Laplacian enhanced deep neural networks. NeuroImage, 259 119410, 1-13. doi: 10.1016/j.neuroimage.2022.119410 |
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2022 Conference Publication Radiomics biomarkers are associated with survival in patients with oesophageal adenocarcinomaAoude, L.G., Bonazzi, V.F., Brosda, S., Wong, B., Moradi, H., Lonie, J., Bradford, J., Bloxham, C., Atkinson, V.G., Law, P., Lampe, G., Smithers, M., Waddell, N., Vegh, V., Miles, K. and Barbour, A.P. (2022). Radiomics biomarkers are associated with survival in patients with oesophageal adenocarcinoma. ESMO Congress 2022, Singapore, 9 - 13 September 2022. Amsterdam, Netherlands: Elsevier. doi: 10.1016/j.annonc.2022.07.1357 |
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2022 Journal Article From CNNs to GANs for cross-modality medical image estimationShokraei Fard, Azin, Reutens, David C. and Vegh, Viktor (2022). From CNNs to GANs for cross-modality medical image estimation. Computers in Biology and Medicine, 146 105556, 105556. doi: 10.1016/j.compbiomed.2022.105556 |
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2022 Journal Article Editorial: Translatable Models and MRI Methods for Neurodegenerative DiseasesGatto, Rodolfo G., Jelescu, Ileana O. and Vegh, Viktor (2022). Editorial: Translatable Models and MRI Methods for Neurodegenerative Diseases. Frontiers in Neuroscience, 16 919860. doi: 10.3389/fnins.2022.919860 |
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2022 Conference Publication In vivo microstructural border delineation between areas of the human cerebral cortex using magnetic resonance fingerprinting (MRF) residualsMoinian, Shahrzad, Vegh, Viktor and Reutens, David (2022). In vivo microstructural border delineation between areas of the human cerebral cortex using magnetic resonance fingerprinting (MRF) residuals. International Symposium for Magnetic Resonance in Medicine (ISMRM), London, United Kingdom, 7-12 May 2022. Concord, CA: ISMRM. doi: 10.58530/2022/4321 |
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2022 Journal Article A CNN based software gradiometer for electromagnetic background noise reduction in low field MRI applicationsSu, Jiasheng, Pellicer-Guridi, Ruben, Edwards, Thomas, Fuentes, Miguel, Rosen, Matthew S., Vegh, Viktor and Reutens, David (2022). A CNN based software gradiometer for electromagnetic background noise reduction in low field MRI applications. IEEE Transactions on Medical Imaging, 41 (5), 1007-1016. doi: 10.1109/TMI.2022.3147450 |
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2022 Journal Article Towards automated in vivo parcellation of the human cerebral cortex using supervised classification of magnetic resonance fingerprinting residualsMoinian, Shahrzad, Vegh, Viktor and Reutens, David (2022). Towards automated in vivo parcellation of the human cerebral cortex using supervised classification of magnetic resonance fingerprinting residuals. Cerebral Cortex, 33 (5), 1550-1565. doi: 10.1093/cercor/bhac155 |
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2022 Journal Article The application of the distributed-order time fractional Bloch model to magnetic resonance imagingYu, Qiang, Turner, Ian, Liu, Fawang and Vegh, Viktor (2022). The application of the distributed-order time fractional Bloch model to magnetic resonance imaging. Applied Mathematics and Computation, 427 127188, 127188. doi: 10.1016/j.amc.2022.127188 |
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2022 Journal Article Generalisation of continuous time random walk to anomalous diffusion MRI models with an age-related evaluation of human corpus callosumYang, Qianqian, Reutens, David C. and Vegh, Viktor (2022). Generalisation of continuous time random walk to anomalous diffusion MRI models with an age-related evaluation of human corpus callosum. NeuroImage, 250 118903, 118903. doi: 10.1016/j.neuroimage.2022.118903 |
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2022 Journal Article Towards data-driven group inferences of resting-state fMRI data in rodents: comparison of group ICA, GIG-ICA, and IVA-GLTo, Xuan Vinh, Vegh, Viktor and Nasrallah, Fatima A. (2022). Towards data-driven group inferences of resting-state fMRI data in rodents: comparison of group ICA, GIG-ICA, and IVA-GL. Journal of Neuroscience Methods, 366 109411, 109411. doi: 10.1016/j.jneumeth.2021.109411 |
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2021 Journal Article Magnetic resonance fingerprinting residual signals can disassociate human grey matter regionsMoinian, Shahrzad, Vegh, Viktor, O’Brien, Kieran and Reutens, David (2021). Magnetic resonance fingerprinting residual signals can disassociate human grey matter regions. Brain Structure and Function, 227 (1), 313-329. doi: 10.1007/s00429-021-02402-9 |
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2021 Journal Article Acute mountain sickness following incremental trekking to high altitude: correlation with plasma vascular endothelial growth factor levels and the possible effects of dexamethasone and acclimatization following re-exposureWinter, Craig, Bjorkman, Tracy, Miller, Stephanie, Nichols, Paul, Cardinal, John, O’Rourke, Peter, Ballard, Emma, Nasrallah, Fatima and Vegh, Viktor (2021). Acute mountain sickness following incremental trekking to high altitude: correlation with plasma vascular endothelial growth factor levels and the possible effects of dexamethasone and acclimatization following re-exposure. Frontiers in Physiology, 12 746044, 746044. doi: 10.3389/fphys.2021.746044 |
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2021 Journal Article Fractional order magnetic resonance fingerprinting in the human cerebral cortexVegh, Viktor, Moinian, Shahrzad, Yang, Qianqian and Reutens, David C. (2021). Fractional order magnetic resonance fingerprinting in the human cerebral cortex. Mathematics, 9 (13) 1549, 1549. doi: 10.3390/math9131549 |
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2021 Journal Article Improving FLAIR SAR efficiency at 7T by adaptive tailoring of adiabatic pulse power through deep learning estimationAbbasi‐Rad, Shahrokh, O’Brien, Kieran, Kelly, Samuel, Vegh, Viktor, Rodell, Anders, Tesiram, Yasvir, Jin, Jin, Barth, Markus and Bollmann, Steffen (2021). Improving FLAIR SAR efficiency at 7T by adaptive tailoring of adiabatic pulse power through deep learning estimation. Magnetic Resonance in Medicine, 85 (5), 2462-2476. doi: 10.1002/mrm.28590 |
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2021 Journal Article Efficient solution of linear inverse problems using an iterative linear neural network with a generalization training approachTieng, Quang M., Su, Jiasheng, Vegh, Viktor and Reutens, David C. (2021). Efficient solution of linear inverse problems using an iterative linear neural network with a generalization training approach. Journal of Physics Communications, 5 (3) 035008, 035008. doi: 10.1088/2399-6528/abebcf |
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2021 Journal Article Fast diffusion kurtosis mapping of human brain at 7 Tesla with hybrid principal component analysesZong, Fangrong, Du, Jiaxin, Deng, Xiaofeng, Chai, Xubin, Zhuo, Yan, Vegh, A. Viktor and Xue, Rong (2021). Fast diffusion kurtosis mapping of human brain at 7 Tesla with hybrid principal component analyses. IEEE Access, 9 9497044, 107965-107975. doi: 10.1109/ACCESS.2021.3100546 |
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2021 Journal Article Blood-brain barrier dysfunction significantly correlates with serum matrix metalloproteinase-7 (MMP-7) following traumatic brain injuryNichols, Paul, Urriola, Javier, Miller, Stephanie, Bjorkman, Tracey, Mahady, Kate, Vegh, Viktor, Nasrallah, Fatima and Winter, Craig (2021). Blood-brain barrier dysfunction significantly correlates with serum matrix metalloproteinase-7 (MMP-7) following traumatic brain injury. NeuroImage: Clinical, 31 102741, 102741. doi: 10.1016/j.nicl.2021.102741 |
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2020 Journal Article MRI phase offset correction method impacts quantitative susceptibility mappingAbdulla, Shaeez Usman, Reutens, David, Bollmann, Steffen and Vegh, Viktor (2020). MRI phase offset correction method impacts quantitative susceptibility mapping. Magnetic Resonance Imaging, 74, 139-151. doi: 10.1016/j.mri.2020.08.009 |
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2020 Journal Article A numerical study of pre-polarisation switching in ultra-low field magnetic resonance imaging using dynamic permanent magnet arraysPellicer-Guridi, Ruben, Vogel, Michael W., Vegh, Viktor, Su, Jiasheng, Rosen, Matthew S. and Reutens, David C. (2020). A numerical study of pre-polarisation switching in ultra-low field magnetic resonance imaging using dynamic permanent magnet arrays. Scientific Reports, 10 (1) 18141, 18141. doi: 10.1038/s41598-020-74931-y |
