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2024 Conference Publication Interpretable 3D multi-modal residual convolutional neural network for mild traumatic brain injury diagnosisEllethy, Hanem, Vegh, Viktor and Chandra, Shekhar S. (2024). Interpretable 3D multi-modal residual convolutional neural network for mild traumatic brain injury diagnosis. 36th Australasian Joint Conference on Artificial Intelligence, AI 2023, Brisbane, QLD, Australia, 28 November – 1 December 2023. Singapore, Singapore: Springer Nature Singapore. doi: 10.1007/978-981-99-8388-9_39 |
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2024 Conference Publication An unsupervised deep learning-based method for in vivo high resolution Kidney MRI motion correctionMoinian, Shahrzad, Kurniawan, Nyoman, Chandra, Shekhar, Vegh, Viktor and Reutens, David (2024). An unsupervised deep learning-based method for in vivo high resolution Kidney MRI motion correction. 2023 ISMRM & ISMRT Annual Meeting & Exhibition, Toronto, ON, Canada, 3-8 June 2023. Berkeley, CA, United States: International Society for Magnetic Resonance in Medicine. doi: 10.58530/2023/4915 |
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2023 Conference Publication SPECT image synthesis from MRI or PET using machine learningFard, Azin Shokraei, Reutens, David, Ramsay, Stuart, Goodman, Steven and Vegh, Viktor (2023). SPECT image synthesis from MRI or PET using machine learning. 55th Annual Conference of the Society-of-Nuclear-Medicine (SNMICON), Jodhpur India, Nov 16-19, 2023. RESTON: SOC NUCLEAR MEDICINE INC. |
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2023 Conference Publication Analyzing Task-based fMRI Time Series using Machine LearningKuan, Elaine, Vegh, Viktor, O'Brien, Kieran, Hammond, Amanda, Yaksic, Javier Urriola and Reutens, David (2023). Analyzing Task-based fMRI Time Series using Machine Learning. Joint Annual Meeting ISMRM-ESMRMB & ISMRT 31st Annual Meeting, London, United Kingdom, 7-12 May 2022. Concord, CA United States: International Society for Magnetic Resonance in Medicine. doi: 10.58530/2022/1909 |
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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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2023 Conference Publication Investigating the dot-compartment using diffusion MRI line scanningVegh, Viktor, Barrick, Thomas, Yang, Qianqian, Yu, Qiang and Cloos, Martijn (2023). Investigating the dot-compartment using diffusion MRI line scanning. Joint Annual Meeting ISMRM-ESMRMB ISMRT 31st Annual Meeting, London, United Kingdom, 7 - 12 May 2022. Berkeley, CA, United States: International Society for Magnetic Resonance in Medicine. doi: 10.58530/2022/4749 |
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2023 Conference Publication Mathematically constrained intravoxel incoherent motion (IVIM)Wang, Jiaqiu, Barrick, Thomas, Hall, Matt, Karaman, Muge, Magin, Richard, Reiter, David, Yang, Qianqian, Yu, Qiang, Nasrallah, Fatima, Koh, Weeyao and Vegh, Viktor (2023). Mathematically constrained intravoxel incoherent motion (IVIM). Joint Annual Meeting ISMRM-ESMRMB & ISMRT 31st Annual Meeting, London, United Kingdom, 7-12 May 2022. Concord, CA United States: International Society for Magnetic Resonance in Medicine. doi: 10.58530/2022/3043 |
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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 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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2020 Conference Publication In vivo voxel-wise parcellation of the human cerebral cortex using 3D MR fingerprinting (MRF) and supervised machine learning classificationMoinian, Shahrzad, Vegh, Viktor and Reutens, David (2020). In vivo voxel-wise parcellation of the human cerebral cortex using 3D MR fingerprinting (MRF) and supervised machine learning classification. International Symposium for Magnetic Resonance in Medicine (ISMRM), virtual, 8-14 August 2020. ISMRM. |
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2020 Conference Publication Investigation of Changes in Anomalous Diffusion Parameters in a Mouse Model of Brain TumourYang, Qianqian, Puttick, Simon, Bruce, Zara C., Day, Bryan W. and Vegh, Viktor (2020). Investigation of Changes in Anomalous Diffusion Parameters in a Mouse Model of Brain Tumour. MICCAI Workshop, Shenzhen, China, 13-17 October 2019. Cham, Switzerland: Springer. doi: 10.1007/978-3-030-52893-5_14 |
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2019 Conference Publication Towards in-vivo voxel-wise parcellation of human brain cortexMoeiniyan Bagheri, Shahrzad, Vegh, Viktor and Reutens, David (2019). Towards in-vivo voxel-wise parcellation of human brain cortex. International Symposium for Magnetic Resonance in Medicine (ISMRM), Montreal, Canada, 11-16 May 2019. |
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2018 Conference Publication MRI approaches to map focal cortical dysplasia in focal epilepsy using anomalous diffusion and magnetic susceptibilityYu, Qiang, Reutens, David, Urriola, Javier, Sood, Surabhi and Vegh, Viktor (2018). MRI approaches to map focal cortical dysplasia in focal epilepsy using anomalous diffusion and magnetic susceptibility. ISMRM, Paris, France, 17-21 June 2018. |
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2018 Conference Publication Echo time dependence in temporal frequency shift curves at 3T and 7TSood, Surabhi, Reutens, David, Kadamangudi, Shrinath, Barth, Markus and Vegh, Viktor (2018). Echo time dependence in temporal frequency shift curves at 3T and 7T. ISMRM, Paris, France, 16-21 June 2018. |
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2018 Conference Publication Myelin water fraction across the corpus callosum using multi-echo gradient echo at 7T - influence of model settings and flip angleThapaliya, Kiran, Vegh, Viktor, Bollmann, Steffen and Barth, Markus (2018). Myelin water fraction across the corpus callosum using multi-echo gradient echo at 7T - influence of model settings and flip angle. ISMRM, Paris, France, 16-21 June 2018. |
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2018 Conference Publication Improving FLAIR SAR efficiency by predicting B1-maps at 7T from a standard localizer scan using deep convolutional neural networksBollmann, Steffen, Kelly, Samuel, Vegh, Viktor, Rodell, Anders, Tesiram, Yas, Barth, Markus and O'Brien, Kieran (2018). Improving FLAIR SAR efficiency by predicting B1-maps at 7T from a standard localizer scan using deep convolutional neural networks. ISMRM, Paris, France, 17-21 June 2018. |
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2018 Conference Publication Magnetic Resonance Fingerprinting (MRF) can reveal microstructural variations in the brain gray matterMoeiniyan Bagheri, Shahrzad, Vegh, Viktor and Reutens, David (2018). Magnetic Resonance Fingerprinting (MRF) can reveal microstructural variations in the brain gray matter. ISMRM, Paris, France, 17-21 June 2018. |
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2018 Conference Publication 7T GRE-MRI frequency shifts obtained from signal compartments can differentiate normal from dysplastic tissue in focal epilepsyThapaliya, Kiran, Barth, Markus, Bollmann, Steffen, Reutens, David and Vegh, Viktor (2018). 7T GRE-MRI frequency shifts obtained from signal compartments can differentiate normal from dysplastic tissue in focal epilepsy. ISMRM, Paris, France, 16-21 June 2018. |
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2018 Conference Publication Magnetic susceptibility of human knee at 7T using ultra-short echo MR dataAbdulla, Shaeez, Reutens, David and Vegh, Viktor (2018). Magnetic susceptibility of human knee at 7T using ultra-short echo MR data. ISMRM, Paris, France, 17-21 June 2018. |
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2018 Conference Publication Monopole antenna array with individual shields for ultra high field Magnetic Resonance ImagingZahid Kausar, A. S.M., Reutens, David C., Weber, Ewald and Vegh, Viktor (2018). Monopole antenna array with individual shields for ultra high field Magnetic Resonance Imaging. 2018 Progress In Electromagnetics Research Symposium, PIERS-Toyama 2018, Toyama, Japan, 1-4 August 2018. New York, NY, United States: Institute of Electrical and Electronics Engineers. doi: 10.23919/PIERS.2018.8598231 |
