Multi-Branch Deformable Convolutional Neural Network with Label Distribution Learning for Fetal Brain Age Prediction. - Lufan Liao; Xin Zhang 013; Fenqiang Zhao; Jingjiao Lou; Li Wang 026; Xiangmin Xu; He Zhang 023; Gang Li 001 (ISBI, 2020)

Joint Image Quality Assessment and Brain Extraction of Fetal MRI Using Deep Learning. - Lufan Liao; Xin Zhang 013; Fenqiang Zhao; Tao Zhong 002; Yuchen Pei; Xiangmin Xu; Li Wang 026; He Zhang 023; Dinggang Shen; Gang Li 001 (MICCAI (6), 2020)

Learning Spatiotemporal Probabilistic Atlas of Fetal Brains with Anatomically Constrained Registration Network. - Yuchen Pei; Liangjun Chen; Fenqiang Zhao; Zhengwang Wu; Tao Zhong 002; Ya Wang; Changan Chen; Li Wang 026; He Zhang 023; Lisheng Wang; Gang Li 001 (MICCAI (7), 2021)

Confidence-Aware Cascaded Network for Fetal Brain Segmentation on MR Images. - Xukun Zhang; Zhiming Cui; Changan Chen; Jie Wei; Jingjiao Lou; Wenxin Hu; He Zhang 023; Tao Zhou 002; Feng Shi 001; Dinggang Shen (MICCAI (3), 2021)

Automatic brain extraction from 3D fetal MR image with deep learning-based multi-step framework. - Jian Chen; Zhenghan Fang; Guofu Zhang; Lei Ling; Gang Li 001; He Zhang 023; Li Wang 026 (Comput. Medical Imaging Graph., 2021)

Learning high dimensional stochastic partial differential equations in a predictor-corrector framework. - He Zhang 023; Ran Zhang; Tao Zhou 002 (CoRR, 2022)

Super-Resolution Reconstruction of Fetal Brain MRI with Prior Anatomical Knowledge. - Shijie Huang; Geng Chen 001; Kaicong Sun; Zhiming Cui; Xukun Zhang; Peng Xue; Xuan Zhang; He Zhang 023; Dinggang Shen (IPMI, 2023)

Geometric Constrained Deep Learning for Motion Correction of Fetal Brain Mr Images. - Laifa Ma; Liangjun Chen; Fenqiang Zhao; Zhengwang Wu; Li Wang 026; Weili Lin; He Zhang 023; Kenli Li 001; Gang Li 001 (ISBI, 2023)

Dual-Stream Model with Brain Metrics and Images for MRI-Based Fetal Brain Age Estimation. - Shengxian Chen; Xin Zhang 013; Ruiyan Fang; Wenhao Zhang; He Zhang 023; Chaoxiang Yang; Gang Li 001 (MLMI@MICCAI (1), 2023)

Two-Stage Implicit Representation Reconstruction with Iterative Registration and Double-Channel Encoder for Fetal MRI. - Yao Lv; Junpeng Tan; Shengxian Chen; He Zhang 023; Wenjun Cheng; Chaoxiang Yang; Xiangming Xu; Xin Zhang 013 (ISBI, 2024)

Automated Fetal Brain Volume Reconstruction from Motion-Corrupted Stacks with Deep Learning. - Laifa Ma; Weili Lin; He Zhang 023; Gang Li 001 (ISBI, 2024)

Cycle-Consistent Learning for Fetal Cortical Surface Reconstruction. - Xiuyu Dong; Zhengwang Wu; Laifa Ma; Ya Wang; Kaibo Tang; He Zhang 023; Weili Lin; Gang Li 001 (MICCAI (7), 2024)

Fetal MRI Reconstruction by Global Diffusion and Consistent Implicit Representation. - Junpeng Tan; Xin Zhang 013; Chunmei Qing; Chaoxiang Yang; He Zhang 023; Gang Li 001; Xiangmin Xu (MICCAI (7), 2024)

One model, two brains: Automatic fetal brain extraction from MR images of twins. - Jian Chen; Ranlin Lu; Bin Jing; He Zhang 023; Geng Chen 001; Dinggang Shen (Comput. Medical Imaging Graph., 2024)

A joint brain extraction and image quality assessment framework for fetal brain MRI slices. - Wenhao Zhang; Xin Zhang 013; Lingyi Li; Lufan Liao; Fenqiang Zhao; Tao Zhong 002; Yuchen Pei; Xiangmin Xu; Chaoxiang Yang; He Zhang 023; Gang Li 001 (NeuroImage, 2024)

PETS-Nets: Joint Pose Estimation and Tissue Segmentation of Fetal Brains Using Anatomy-Guided Networks. - Yuchen Pei; Fenqiang Zhao; Tao Zhong 002; Laifa Ma; Lufan Liao; Zhengwang Wu; Li Wang 026; He Zhang 023; Lisheng Wang; Gang Li 001 (IEEE Trans. Medical Imaging, 2024)

Tissue Segmentation of Thick-Slice Fetal Brain MR Scans With Guidance From High-Quality Isotropic Volumes. - Shijie Huang; Xukun Zhang; Zhiming Cui; He Zhang 023; Geng Chen 001; Dinggang Shen (IEEE Trans. Biomed. Eng., 2024)

Continuous Spatio-Temporal Representation with Implicit Neural Networks for Fetal Brain MRI Atlas Construction. - Kai Zhang 039; Dan Hu; Kaibo Tang; Xiuyu Dong; Shijie Huang; Sheng-Che Hung; He Zhang 023; Zhengwang Wu; Weili Lin; Dinggang Shen; Gang Li 001 (PIPPI@MICCAI, 2025)

NRD-Net: Non-local Residual Dense Network for Brain MR Image Super-Resolution. - Jian Chen; Mengting Guang; Geng Chen 001; Xiong Yao; Tewodros Megabiaw Tassew; Zhen Li; Zuoyong Li; He Zhang 023 (Int. J. Imaging Syst. Technol., 2025)