Zi-Yang Liu

Most-cited papers

1. C3R: Category contrastive adaptation and consistency regularization for cross-modality medical image segmentation

   Shaodong Ding, Zi-Yang Liu, Pan Liu, Wan-Lin Zhu +5 more

   2025Expert systems with applications13 citations

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2. Multiparametric MRI-based machine learning system of molecular subgroups and prognosis in medulloblastoma

   Zi-Yang Liu, Si-Kang Ren, Heng Zhang, Zhiyi Liao +10 more

   2025European Radiology9 citations

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3. Experiments and kinetic modeling of the sorbitol dehydration to isosorbide catalyzed by sulfuric acid under conditions of non-constant volume

   Dechang Cheng, Zhihong Ma, Zi-Yang Liu, Xiaohui Liu +3 more

   2024Chinese Journal of Chemical Engineering9 citations

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4. Stroke-Aware CycleGAN: Improving Low-Field MRI Image Quality for Accurate Stroke Assessment

   Yu Zhou, Zi-Yang Liu, Xue-Wei Xie, Hao Li +13 more

   2025IEEE Transactions on Medical Imaging8 citations

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5. A Deep Learning-Based Framework for Predicting Intracerebral Hemorrhage Hematoma Expansion Using Head Non-contrast CT Scan.

   Na Li, Shaodong Ding, Zi-Yang Liu, Wanxing Ye +5 more

   2024Academic Radiology7 citations

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6. Deep learning-based brain age predicts stroke recurrence in acute ischemic cerebrovascular disease

   Hongyu Zhou, Zi-Yang Liu, J. Jing, H. Gu +18 more

   2025npj Digital Medicine4 citations Open access

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7. CT perfusion parameter estimation in stroke using neural network with transformer and physical model priors

   Luyao Luo, Pan Liu, Wanxing Ye, Fengwei Chen +9 more

   2024Comput. Biol. Medicine4 citations

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8. A Combined‐Mode Machine Learning Model for Predicting Stroke Recurrence During Hospitalization in Patients with Acute Minor Ischemic Stroke

   Wanxing Ye, Jin Gan, Meng Wang, Zi-Yang Liu +9 more

   2025MedComm3 citations Open access

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9. Hamiltonian connectivity in k-ary n-cubes under a region-based fault model

   Yiquan Wang, Jingfan Zai, Zi-Yang Liu, Jingyi Chen +1 more

   2026Information Sciences1 citations

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10. Abstract A050: Residual Diffusion Model for Low-Field Portable MRI Enhancement for Acute Stroke Assessment in Emergency Stroke Unit

    Yu Zhou, Jing Jing, Xue-Wei Xie, Hao Li +3 more

    2026Stroke0 citations

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11. A multimodal MRI-based deep learning model for non-invasive diagnosis of pineal region germinoma.

    Si-Kang Ren, Xing-Ru Chen, Zi-Yang Liu, Zhi-Ming Liu +2 more

    2026Neuroradiology0 citations

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12. Age-Related Brain Atrophy Mediates a Composite Outcome of One-Year Ischemic Stroke Recurrence and All-Cause Mortality Through YKL-40–Related Inflammatory Pathways: A Structural Equation Model

    Xu Chang, Hao Liu, Zi-Yang Liu, Yi-Jun Zhou +12 more

    2026Translational Stroke Research0 citations

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13. Automated Hotspot Search (AHS): A Gaussian Process-Bayesian Optimization (GP-BO) Approach for Precise and Efficient Robotic TMS Motor Hotspot Localization

    Xin-Long Lan, Shuo Zhang, Jun-Feng Zhou, Zhe-Xun Liu +7 more

    2026IEEE transactions on neural systems and rehabilitation engineering0 citations Open access

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14. DGCD-3D: Difference-guided conditional diffusion model for low-field 3D MRI enhancement to assist stroke assessment

    Hao Li, Zi-Yang Liu, Yu Zhou, Shuo Zhang +11 more

    2026Medical Image Anal.0 citations

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15. Rapid MRI-Based Synthetic CT Simulations for Precise tFUS Targeting

    Hengyu Gao, Shaodong Ding, Zi-Yang Liu, Jie-Fu Zhang +7 more

    20250 citations

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16. Disrupted structural network resilience in atherosclerosis: A large-scale cohort study.

    Hui Tang, Wan-Lin Zhu, Jing Jing, Yi-Jun Zhou +16 more

    2025Brain Research0 citations

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