Efficient Folded Attention for 3D Medical Image Reconstruction and Segmentation. - Hang Zhang 010; Jinwei Zhang; Rongguang Wang; Qihao Zhang; Pascal Spincemaille; Thanh D. Nguyen; Yi Wang 028 (CoRR, 2020)

Efficient Folded Attention for Medical Image Reconstruction and Segmentation. - Hang Zhang 010; Jinwei Zhang; Rongguang Wang; Qihao Zhang; Pascal Spincemaille; Thanh D. Nguyen; Yi Wang 028 (AAAI, 2021)

Geometric Loss For Deep Multiple Sclerosis Lesion Segmentation. - Hang Zhang 010; Jinwei Zhang; Rongguang Wang; Qihao Zhang; Susan A. Gauthier; Pascal Spincemaille; Thanh D. Nguyen; Yi Wang 028 (ISBI, 2021)

Harmonization with Flow-Based Causal Inference. - Rongguang Wang; Pratik Chaudhari; Christos Davatzikos (MICCAI (3), 2021)

NeRD: Neural Representation of Distribution for Medical Image Segmentation. - Hang Zhang 010; Rongguang Wang; Jinwei Zhang; Chao Li; Gufeng Yang; Pascal Spincemaille; Thanh D. Nguyen; Yi Wang 028 (CoRR, 2021)

Embracing the Disharmony in Heterogeneous Medical Data. - Rongguang Wang; Pratik Chaudhari; Christos Davatzikos (CoRR, 2021)

Machine Learning Models Are Not Necessarily Biased When Constructed Properly: Evidence from Neuroimaging Studies. - Rongguang Wang; Pratik Chaudhari; Christos Davatzikos (CoRR, 2022)

Embracing the disharmony in medical imaging: A Simple and effective framework for domain adaptation. - Rongguang Wang; Pratik Chaudhari; Christos Davatzikos (Medical Image Anal., 2022)

Spatially Covariant Lesion Segmentation. - Hang Zhang 010; Rongguang Wang; Jinwei Zhang; Dongdong Liu; Chao Li; Jiahao Li 006 (IJCAI, 2023)

DeDA: Deep Directed Accumulator. - Hang Zhang 010; Rongguang Wang; Renjiu Hu; Jinwei Zhang; Jiahao Li 006 (MICCAI (2), 2023)

DAGrid: Directed Accumulator Grid. - Hang Zhang 010; Renjiu Hu; Xiang Chen 008; Rongguang Wang; Jinwei Zhang; Jiahao Li 006 (CoRR, 2023)

Adapting Machine Learning Diagnostic Models to New Populations Using a Small Amount of Data: Results from Clinical Neuroscience. - Rongguang Wang; Güray Erus; Pratik Chaudhari; Christos Davatzikos (CoRR, 2023)

Spatially Covariant Image Registration with Text Prompts. - Hang Zhang 010; Xiang Chen 008; Rongguang Wang; Renjiu Hu; Dongdong Liu; Gaolei Li (CoRR, 2023)

Applications of generative adversarial networks in neuroimaging and clinical neuroscience. - Rongguang Wang; Vishnu Bashyam; Zhijian Yang; Fanyang Yu; Vasiliki Tassopoulou; Sai Spandana Chintapalli; Ioanna Skampardoni; Lasya P. Sreepada; Dushyant Sahoo; Konstantina S. Nikita; Ahmed Abdulkadir; Junhao Wen 002; et al. (NeuroImage, 2023)

MemWarp: Discontinuity-Preserving Cardiac Registration with Memorized Anatomical Filters. - Hang Zhang 010; Xiang Chen 008; Renjiu Hu; Dongdong Liu; Gaolei Li; Rongguang Wang (MICCAI (3), 2024)

Dimensional Neuroimaging Endophenotypes: Neurobiological Representations of Disease Heterogeneity Through Machine Learning. - Junhao Wen 002; Mathilde Antoniades; Zhijian Yang; Gyujoon Hwang; Ioanna Skampardoni; Rongguang Wang; Christos Davatzikos (CoRR, 2024)

Slicer Networks. - Hang Zhang 010; Xiang Chen 008; Rongguang Wang; Renjiu Hu; Dongdong Liu; Gaolei Li (CoRR, 2024)

Unsupervised Deformable Image Registration with Structural Nonparametric Smoothing. - Hang Zhang 010; Renjiu Hu; Xiang Chen 008; Min Liu 008; Yaonan Wang 001; Rongguang Wang; Jinwei Zhang; Gaolei Li; Xinxing Cheng; Jinming Duan 001 (IPMI (1), 2025)

Spatially Covariant Image Registration With Text Prompts. - Xiang Chen 008; Min Liu 008; Rongguang Wang; Renjiu Hu; Dongdong Liu; Gaolei Li; Yaonan Wang 001; Hang Zhang 010 (IEEE Trans. Neural Networks Learn. Syst., 2025)