Journal article     Preprint     Conference paper

^† Co-first author  ·  ^* Corresponding author

• 2026

• Reliable deep diffusion tensor estimation: Rethinking the power of data-driven optimization routine

  MRIdeep learning

  Jialong Li^†, Zhicheng Zhang^†, Yunwei Chen, Qiqi Lu, Ye Wu, Xiaoming Liu, Qianjin Feng, Yanqiu Feng^*, Xinyuan Zhang^*

  Engineering Applications of Artificial Intelligence 181, 115781, 2026

• Building artificial intelligence virtual tissue (AIVT) for tissue state representation, feature prediction, and dynamic simulation

  microscopydeep learningmultimodalspatial omics

  Qiqi Lu, Qianjin Feng, Shaoqun Zeng, Shenghua Cheng^*

  arXiv preprint arXiv:2606.29883, 2026

• A foundation model for multi-task cross-distribution restoration of fluorescence microscopy images

  microscopyfoundation modeldeep learning

  Qiqi Lu, Xiuli Liu, Qianjin Feng, Shaoqun Zeng^*, Shenghua Cheng^*

  Nature Communications 17 (1), 3729, 2026

• CervixFM: A General Foundation Model for Cervical Cytology Image Analysis

  pathologyfoundation modeldeep learning

  Hua Ye^†, Shijie Liu^†, Lanjie Pei^†, Jiaxin Bai, Qiqi Lu, Junbo Hu, Li Chen, Jing Cai, Xi Feng, Yuwei Xiao, Shaoqun Zeng, Xiuli Liu^*, Shenghua Cheng^*

  Preprint (Research Square), 2026

• 2025

• Evaluating the performance of large language & visual-language models in cervical cytology screening

  pathologymultimodalLLM

  Qi Hong^†, Shijie Liu^†, Liying Wu^†, Qiqi Lu, Pinglan Yang, Dingyu Chen, Gong Rao, Xinyi Liu, Hua Ye, Peiqi Zhuang, Wenxiu Yang, Shaoqun Zeng, Qianjin Feng, Xiuli Liu^*, Jing Cai^*, Shenghua Cheng^*

  npj Precision Oncology 9 (1), 153, 2025

• 2024

• MRI Deep Learning-Based Automatic Segmentation of Interventricular Septum for Black-Blood Myocardial T2* Measurement in Thalassemia

  MRIdeep learning

  Zifeng Lian, Qiqi Lu, Bingquan Lin, Lingjian Chen, Peng Peng, Yanqiu Feng^*

  Journal of Magnetic Resonance Imaging 60 (2), 651-661, 2024

• Spherical harmonics-based deep learning achieves generalized and accurate diffusion tensor imaging

  MRIdeep learning

  Yunwei Chen, Jialong Li, Qiqi Lu, Ye Wu, Xiaoming Liu, Yuanyuan Gao, Yanqiu Feng^*, Zhicheng Zhang, Xinyuan Zhang^*

  IEEE Journal of Biomedical and Health Informatics 29 (1), 456-467, 2024

• A model-based MR parameter mapping network robust to substantial variations in acquisition settings

  MRIdeep learning

  Qiqi Lu, Jialong Li, Zifeng Lian, Xinyuan Zhang, Qianjin Feng, Wufan Chen, Jianhua Ma, Yanqiu Feng^*

  Medical Image Analysis 94, 103148, 2024

• A fully automatic parenchyma extraction method for MRI T2* relaxometry of iron loaded liver in transfusion-dependent patients

  MRIdeep learning

  Zifeng Lian, Qiqi Lu, Bingquan Lin, Lingjian Chen, Jian Gong, Qiugen Hu, Huafeng Wang, Yanqiu Feng^*

  Magnetic Resonance Imaging 109, 18-26, 2024

• Game theory-based fusion of multimodal magnetic resonance imaging features for glioma grading

  MRImultimodaldeep learning

  Jiehong Liu, Danlin Lin, Qiqi Lu, Yuanyao Xie, Haolin Chen, Chao Ke, Jing Li, Xiaofei Lv, Yanqiu Feng

  Proceedings of SPIE 13270 (MBIE 2024), 2024

• Kernel learning enables fluorescence microscopic image deconvolution with enhanced performance and speed

  microscopydeep learning

  Qiqi Lu, Hua Ye, Xiuli Liu, Shaoqun Zeng, Qianjin Feng^*, Shenghua Cheng^*

  Preprint (Research Square), 2024

• 2023

• Cascade of denoising and mapping neural networks for MRI R2* relaxometry of iron-loaded liver

  MRIdeep learning

  Qiqi Lu, Changqing Wang, Zifeng Lian, Xinyuan Zhang, Wei Yang, Qianjin Feng, Yanqiu Feng^*

  Bioengineering 10 (2), 209, 2023

• Magnetic Resonance R2* Parameter Mapping of Liver Based on Self-supervised Deep Neural Network

  MRIdeep learning

  Qiqi Lu, Zifeng Lian, Jialong Li, Wenbin Si, Zhaohua Mai, Yanqiu Feng^*

  Chinese Journal of Magnetic Resonance 40 (3), 258-269, 2023

• A Fully Automatic Data Processing Method for MRI T2* Relaxometry of Iron Loaded Liver

  MRIdeep learning

  Zifeng Lian, Qiqi Lu, Yanqiu Feng

  2023 ISMRM & ISMRT Annual Meeting & Exhibition, 2023

• Diffusion Tensor Estimation Using Model-Based Deep Learning

  MRIdeep learning

  Jialong Li, Qiqi Lu, Yanqiu Feng, Xinyuan Zhang

  2023 ISMRM & ISMRT Annual Meeting & Exhibition, 2023

• 2022

• Diffusion-weighted magnetic resonance imaging in rat kidney using two-dimensional navigated, interleaved echo-planar imaging at 7.0 T

  MRI

  Qiang Liu, Zhongbiao Xu, Kaixuan Zhao, W. Scott Hoge, Xinyuan Zhang, Yingjie Mei, Qiqi Lu, Thoralf Niendorf, Yanqiu Feng^*

  NMR in Biomedicine 35 (5), e4652, 2022

• Efficient six-direction DTI tensor estimation using model-based deep learning

  MRIdeep learning

  Jialong Li, Qiqi Lu, Qiang Liu, Yanqiu Feng, Xinyuan Zhang

  Joint Annual Meeting ISMRM-ESMRMB & ISMRT 31st Annual Meeting, 2022

• DPG-BUDA: Distortion-free diffusion-weighted renal MRI in small rodents

  MRI

  Qiang Liu, Yingjie Mei, Quan Tao, Qiqi Lu, Xinyuan Zhang, Yanqiu Feng

  Joint Annual Meeting ISMRM-ESMRMB & ISMRT 31st Annual Meeting, 2022

• 2021

• Distortion-free high-resolution diffusion weighted imaging of mouse brain using diffusion-prepared 3D VF-RARE

  MRI

  Qiang Liu, Yuanbo Yang, Xinyuan Zhang, Yingjie Mei, Qiqi Lu, Guoxi Xie, Yanqiu Feng

  2021 ISMRM & SMRT Annual Meeting & Exhibition, 2021