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2023 Journal Article Distortion‐corrected image reconstruction with deep learning on an MRI‐LinacShan, Shanshan, Gao, Yang, Liu, Paul Z. Y., Whelan, Brendan, Sun, Hongfu, Dong, Bin, Liu, Feng and Waddington, David E. J. (2023). Distortion‐corrected image reconstruction with deep learning on an MRI‐Linac. Magnetic Resonance in Medicine, 90 (3), 1-15. doi: 10.1002/mrm.29684 |
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2023 Journal Article A remote sensing based method for assessing the impact of O<sub>3</sub> on the net primary productivity of terrestrial ecosystems in ChinaHu, Lin, Wang, Zhaosheng, Huang, Mei, Sun, Hongfu and Wang, Qinyi (2023). A remote sensing based method for assessing the impact of O3 on the net primary productivity of terrestrial ecosystems in China. Frontiers in Environmental Science, 11 1112874, 1-13. doi: 10.3389/fenvs.2023.1112874 |
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2023 Journal Article Affine transformation edited and refined deep neural network for quantitative susceptibility mappingXiong, Zhuang, Gao, Yang, Liu, Feng and Sun, Hongfu (2023). Affine transformation edited and refined deep neural network for quantitative susceptibility mapping. NeuroImage, 267 119842, 1-9. doi: 10.1016/j.neuroimage.2022.119842 |
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2023 Journal Article Retrieval of volcanic ash cloud base height using machine learning algorithmsZhao, Fenghua, Xia, Jiawei, Zhu, Lin, Sun, Hongfu and Zhao, Dexin (2023). Retrieval of volcanic ash cloud base height using machine learning algorithms. Atmosphere, 14 (2) 228, 1-20. doi: 10.3390/atmos14020228 |
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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 Quantitative susceptibility mapping changes relate to gait issues in Parkinson’s DiseaseNathoo, Nabeela, Gee, Myrlene, Nelles, Krista, Burt, Jacqueline, Sun, Hongfu, Seres, Peter, Wilman, Alan H., Beaulieu, Christian, Ba, Fang and Camicioli, Richard (2022). Quantitative susceptibility mapping changes relate to gait issues in Parkinson’s Disease. Canadian Journal of Neurological Sciences, 50 (6) PII S031716712200316X, 1-8. doi: 10.1017/cjn.2022.316 |
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2022 Journal Article Detecting monocyte trafficking in an animal model of glioblastoma using R2* and quantitative susceptibility mappingYang, Runze, Hamilton, A. Max, Sun, Hongfu, Rawji, Khalil S., Sarkar, Susobhan, Mirzaei, Reza, Pike, G. Bruce, Yong, V. Wee. and Dunn, Jeff F. (2022). Detecting monocyte trafficking in an animal model of glioblastoma using R2* and quantitative susceptibility mapping. Cancer Immunology, Immunotherapy, 72 (3), 733-742. doi: 10.1007/s00262-022-03297-z |
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2022 Journal Article Brain volume and magnetic susceptibility differences in children and adolescents with prenatal alcohol exposureNakhid, Daphne, McMorris, Carly, Sun, Hongfu, Gibbard, William Benton, Tortorelli, Christina and Lebel, Catherine (2022). Brain volume and magnetic susceptibility differences in children and adolescents with prenatal alcohol exposure. Alcoholism: Clinical and Experimental Research, 46 (10), 1797-1807. doi: 10.1111/acer.14928 |
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2022 Journal Article Quantitative susceptibility-weighted imaging in presence of strong susceptibility sources: application to hemorrhageDe, Ashmita, Sun, Hongfu, Emery, Derek J., Butcher, Kenneth S. and Wilman, Alan H. (2022). Quantitative susceptibility-weighted imaging in presence of strong susceptibility sources: application to hemorrhage. Magnetic Resonance Imaging, 92, 224-231. doi: 10.1016/j.mri.2022.06.010 |
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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 Journal Article BFRnet: A deep learning-based MR background field removal method for QSM of the brain containing significant pathological susceptibility sourcesZhu, Xuanyu, Gao, Yang, Liu, Feng, Crozier, Stuart and Sun, Hongfu (2022). BFRnet: A deep learning-based MR background field removal method for QSM of the brain containing significant pathological susceptibility sources. Zeitschrift fur Medizinische Physik, 33 (4), 578-590. doi: 10.1016/j.zemedi.2022.08.001 |
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2022 Journal Article Brain iron and mental health symptoms in youth with and without prenatal alcohol exposureNakhid, Daphne, McMorris, Carly A., Sun, Hongfu, Gibbard, Ben, Tortorelli, Christina and Lebel, Catherine (2022). Brain iron and mental health symptoms in youth with and without prenatal alcohol exposure. Nutrients, 14 (11) 2213, 1-18. doi: 10.3390/nu14112213 |
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2022 Journal Article Distinguishing COVID-19 from influenza pneumonia in the early stage through CT imaging and clinical featuresYang, Zhiqi, Lin, Daiying, Chen, Xiaofeng, Qiu, Jinming, Li, Shengkai, Huang, Ruibin, Yang, Zhijian, Sun, Hongfu, Liao, Yuting, Xiao, Jianning, Tang, Yanyan, Chen, Xiangguang, Zhang, Sheng and Dai, Zhuozhi (2022). Distinguishing COVID-19 from influenza pneumonia in the early stage through CT imaging and clinical features. Frontiers in Microbiology, 13 847836, 1-9. doi: 10.3389/fmicb.2022.847836 |
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2022 Journal Article Deep grey matter quantitative susceptibility mapping from small spatial coverages using deep learningZhu, Xuanyu, Gao, Yang, Liu, Feng, Crozier, Stuart and Sun, Hongfu (2022). Deep grey matter quantitative susceptibility mapping from small spatial coverages using deep learning. Zeitschrift fur Medizinische Physik, 32 (2), 188-198. doi: 10.1016/j.zemedi.2021.06.004 |
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2021 Journal Article Hypofractionated simultaneous integrated boost radiotherapy versus conventional fractionation radiotherapy of early breast cancer after breast-conserving surgery: clinical observation and analysisDong, Jinling, Yang, Ya, Han, Dan, Zhao, Qian, Liu, Chengxin, Sun, Hongfu, Wang, Zhongtang, Lin, Haiqun and Huang, Wei (2021). Hypofractionated simultaneous integrated boost radiotherapy versus conventional fractionation radiotherapy of early breast cancer after breast-conserving surgery: clinical observation and analysis. Technology in Cancer Research and Treatment, 20. doi: 10.1177/15330338211064719 |
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2021 Journal Article Accelerating quantitative susceptibility and R2* mapping using incoherent undersampling and deep neural network reconstructionGao, Yang, Cloos, Martijn, Liu, Feng, Crozier, Stuart, Pike, G. Bruce and Sun, Hongfu (2021). Accelerating quantitative susceptibility and R2* mapping using incoherent undersampling and deep neural network reconstruction. NeuroImage, 240 118404, 1-13. doi: 10.1016/j.neuroimage.2021.118404 |
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2021 Conference Publication Accelerating QSM using compressed sensing and deep neural networkGao, Yang, Liu, Feng, Crozier, Stuart and Sun, Hongfu (2021). Accelerating QSM using compressed sensing and deep neural network. 2021 ISMRM & SMRT Annual Meeting & Exhibition, Online, 15-20 May 2021. Berkeley, CA, United States: International Society for Magnetic Resonance in Medicine. |
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2021 Journal Article On the regularization of feature fusion and mapping for fast MR multi-contrast imaging via iterative networksLiu, Xinwen, Wang, Jing, Sun, Hongfu, Chandra, Shekhar S, Crozier, Stuart and Liu, Feng (2021). On the regularization of feature fusion and mapping for fast MR multi-contrast imaging via iterative networks. Magnetic resonance imaging, 77, 159-168. doi: 10.1016/j.mri.2020.12.019 |
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2021 Journal Article xQSM: quantitative susceptibility mapping with octave convolutional and noise-regularized neural networksGao, Yang, Zhu, Xuanyu, Moffat, Bradford A., Glarin, Rebecca, Wilman, Alan H., Pike, G. Bruce, Crozier, Stuart, Liu, Feng and Sun, Hongfu (2021). xQSM: quantitative susceptibility mapping with octave convolutional and noise-regularized neural networks. NMR in Biomedicine, 34 (3) e4461, e4461. doi: 10.1002/nbm.4461 |
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2021 Journal Article Atypical presentations of coronavirus disease 2019 (COVID-19) from onset to readmissionYang, Zhiqi, Chen, Xiaofeng, Huang, Ruibin, Li, Shengkai, Lin, Daiying, Yang, Zhijian, Sun, Hongfu, Liu, Guorui, Qiu, Jinming, Tang, Yanyan, Xiao, Jianning, Liao, Yuting, Wu, Xianheng, Wu, Renhua, Chen, Xiangguang and Dai, Zhuozhi (2021). Atypical presentations of coronavirus disease 2019 (COVID-19) from onset to readmission. BMC Infectious Diseases, 21 (1) 127, 127. doi: 10.1186/s12879-020-05751-8 |
