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2025 Journal Article Integrative radiomics analysis of peri-tumoral and habitat zones for predicting major pathological response to neoadjuvant immunotherapy and chemotherapy in non-small cell lung cancerHan, Dan, Zhao, Junfeng, Hao, Shaoyu, Fu, Shenbo, Wei, Ran, Zheng, Xin, Zhao, Qian, Liu, Chengxin, Sun, Hongfu, Fu, Chengrui, Wang, Zhongtang, Huang, Wei and Li, Baosheng (2025). Integrative radiomics analysis of peri-tumoral and habitat zones for predicting major pathological response to neoadjuvant immunotherapy and chemotherapy in non-small cell lung cancer. Translational Lung Cancer Research, 14 (4). doi: 10.21037/tlcr-2024-1131 |
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2025 Journal Article Using EnKF data assimilation to improve predictions of volcanic ash dispersionWeng, Zefeng, Zhu, Lin, Li, Jun, Zhang, Yiran, Liu, Xuyan, Su, Wu, Sun, Hongfu and Li, Xinyu (2025). Using EnKF data assimilation to improve predictions of volcanic ash dispersion. Journal of Geophysical Research-Atmospheres, 130 (8) e2024JD042215, 1-21. doi: 10.1029/2024JD042215 |
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2025 Journal Article MRF-mixer: a simulation-based deep learning framework for accelerated and accurate magnetic resonance fingerprinting reconstructionDing, Tianyi, Gao, Yang, Xiong, Zhuang, Liu, Feng, Cloos, Martijn A. and Sun, Hongfu (2025). MRF-mixer: a simulation-based deep learning framework for accelerated and accurate magnetic resonance fingerprinting reconstruction. Information, 16 (3) 218, 1-16. doi: 10.3390/info16030218 |
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2025 Conference Publication Training-free medical image inverses via bi-level guided diffusion modelsAskari, Hossein, Roosta, Fred and Sun, Hongfu (2025). Training-free medical image inverses via bi-level guided diffusion models. 2025 Winter Conference on Applications of Computer Vision-WACV, Tucson, AZ, United States, 28 February-4 March 2025. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/wacv61041.2025.00018 |
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2025 Conference Publication DeepRelaxo: a generalizable self-supervised method for brain R2* mappingPrima, Samiha, Xiong, Zhuang, Wilman, Alan H. and Sun, Hongfu (2025). DeepRelaxo: a generalizable self-supervised method for brain R2* mapping. ISMRM 2025, Honolulu, HI, United States, 10-15 May 2025. Berkeley, CA, United States: International Society for Magnetic Resonance in Medicine. doi: 10.58530/2025/5144 |
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2025 Conference Publication GateFuseNet: an adaptive 3D multimodal neuroimaging fusion network for Parkinson's disease diagnosisJin, Rui, Chen, Chen, Liu, Yin, Wu, Peng, Sun, Hongfu, Zheng, Ruiqing, Zeng, Min, Li, Min and Gao, Yang (2025). GateFuseNet: an adaptive 3D multimodal neuroimaging fusion network for Parkinson's disease diagnosis. 2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Wuhan, China, 15-18 December 2025. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/BIBM66473.2025.11356155 |
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2024 Journal Article Accurate location describe and management of lymph node recurrence after esophagectomy for thoracic esophageal squamous cell carcinoma: a retrospective cohort studyZhao, Qian, Sun, Jinglong, Zheng, Feng, Fu, Chengrui, Sun, Hongfu, Liu, Chengxin, Wang, Zhongtang, Huang, Wei, Wang, Ruozheng and Li, Baosheng (2024). Accurate location describe and management of lymph node recurrence after esophagectomy for thoracic esophageal squamous cell carcinoma: a retrospective cohort study. International Journal of Surgery, 110 (6), 3440-3449. doi: 10.1097/JS9.0000000000001242 |
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2024 Conference Publication Fast controllable diffusion models for undersampled MRI reconstructionJiang, Wei, Xiong, Zhuang, Liu, Feng, Ye, Nan and Sun, Hongfu (2024). Fast controllable diffusion models for undersampled MRI reconstruction. 2024 IEEE International Symposium on Biomedical Imaging (ISBI), Athens, Greece, 27-30 May 2024. Piscataway, NJ, United States: IEEE. doi: 10.1109/isbi56570.2024.10635891 |
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2024 Journal Article MH2AFormer: an efficient multiscale hierarchical hybrid attention with a transformer for bladder wall and tumor segmentationLi, Xiang, Wang, Jian, Wei, Haifeng, Cong, Jinyu, Sun, Hongfu, Wang, Pingping and Wei, Benzheng (2024). MH2AFormer: an efficient multiscale hierarchical hybrid attention with a transformer for bladder wall and tumor segmentation. IEEE Journal of Biomedical and Health Informatics, 28 (8), 4772-4784. doi: 10.1109/JBHI.2024.3397698 |
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2024 Journal Article Quantitative susceptibility mapping through model-based deep image prior (MoDIP)Xiong, Zhuang, Gao, Yang, Liu, Yin, Fazlollahi, Amir, Nestor, Peter, Liu, Feng and Sun, Hongfu (2024). Quantitative susceptibility mapping through model-based deep image prior (MoDIP). NeuroImage, 291 120583, 120583. doi: 10.1016/j.neuroimage.2024.120583 |
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2024 Journal Article Plug-and-Play latent feature editing for orientation-adaptive quantitative susceptibility mapping neural networksGao, Yang, Xiong, Zhuang, Shan, Shanshan, Liu, Yin, Rong, Pengfei, Li, Min, Wilman, Alan H., Pike, G. Bruce, Liu, Feng and Sun, Hongfu (2024). Plug-and-Play latent feature editing for orientation-adaptive quantitative susceptibility mapping neural networks. Medical Image Analysis, 94 103160, 1-11. doi: 10.1016/j.media.2024.103160 |
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2024 Conference Publication QSM Reconstruction of Arbitrary Dipole Orientations using an End-to-end Neural Network via Latent Feature EditingGao, Yang, Xiong, Zhuang, Shan, Shanshan, Li, Min, Wilman, Alan H, Pike, G. Bruce, Liu, Feng and Sun, Hongfu (2024). QSM Reconstruction of Arbitrary Dipole Orientations using an End-to-end Neural Network via Latent Feature Editing. 2024 ISMRM & ISMRT Annual Meeting, Singapore, 4-9 May 2024. Concord, CA United States: ISMRM. doi: 10.58530/2024/2453 |
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2023 Journal Article Do higher radiation doses improve survival for cervical esophageal squamous cell cancer patients treated with definitive chemoradiotherapy using intensity-modulated radiotherapy? A propensity-score matched analysisXie, Feihong, Liu, Tingting, Wang, Xinran, Dong, Jinling, Huang, Wei and Sun, Hongfu (2023). Do higher radiation doses improve survival for cervical esophageal squamous cell cancer patients treated with definitive chemoradiotherapy using intensity-modulated radiotherapy? A propensity-score matched analysis. Journal of Cancer Research and Therapeutics, 19 (6), 1582-1588. doi: 10.4103/jcrt.jcrt_321_23 |
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2023 Journal Article Editorial: Imaging of neurometabolismZheng, Wenbin, Dai, Zhouzhi, Wu, Renhua and Sun, Hongfu (2023). Editorial: Imaging of neurometabolism. Frontiers in Neuroscience, 17 1286361, 1286361. doi: 10.3389/fnins.2023.1286361 |
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2023 Journal Article MapFlow: latent transition via normalizing flow for unsupervised domain adaptationAskari, Hossein, Latif, Yasir and Sun, Hongfu (2023). MapFlow: latent transition via normalizing flow for unsupervised domain adaptation. Machine Learning, 112 (8), 2953-2974. doi: 10.1007/s10994-023-06357-2 |
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2023 Journal Article Increased glymphatic system activity in patients with mild traumatic brain injuryDai, Zhuozhi, Yang, Zhiqi, Li, Zhaolin, Li, Mu, Sun, Hongfu, Zhuang, Zerui, Yang, Weichao, Hu, Zehuan, Chen, Xiaofeng, Lin, Daiying and Wu, Xianheng (2023). Increased glymphatic system activity in patients with mild traumatic brain injury. Frontiers in Neurology, 14 1148878, 1-7. doi: 10.3389/fneur.2023.1148878 |
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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 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 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 |
