Rongguang Wang

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 22

Top Topics

Lesion Segmentation

Image Reconstruction

Machine Learning

Discontinuity Preserving

Top Venues

Medical Image Anal.

Publications

Hang Zhang, Xiang Chen, Renjiu Hu, Dongdong Liu, Gaolei Li, Rongguang Wang
MemWarp: Discontinuity-Preserving Cardiac Registration with Memorized Anatomical Filters. CoRR (2024)
Hang Zhang, Xiang Chen, Rongguang Wang, Renjiu Hu, Dongdong Liu, Gaolei Li
Slicer Networks. CoRR (2024)
Junhao Wen, Mathilde Antoniades, Zhijian Yang, Gyujoon Hwang, Ioanna Skampardoni, Rongguang Wang, Christos Davatzikos
Dimensional Neuroimaging Endophenotypes: Neurobiological Representations of Disease Heterogeneity Through Machine Learning. CoRR (2024)
Hang Zhang, Rongguang Wang, Jinwei Zhang, Dongdong Liu, Chao Li, Jiahao Li
Spatially Covariant Lesion Segmentation. IJCAI (2023)
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, Christos Davatzikos
Applications of generative adversarial networks in neuroimaging and clinical neuroscience. NeuroImage 269 (2023)
Rongguang Wang, Güray Erus, Pratik Chaudhari, Christos Davatzikos
Adapting Machine Learning Diagnostic Models to New Populations Using a Small Amount of Data: Results from Clinical Neuroscience. CoRR (2023)
Hang Zhang, Renjiu Hu, Xiang Chen, Rongguang Wang, Jinwei Zhang, Jiahao Li
DAGrid: Directed Accumulator Grid. CoRR (2023)
Hang Zhang, Rongguang Wang, Renjiu Hu, Jinwei Zhang, Jiahao Li
DeDA: Deep Directed Accumulator. MICCAI (2) (2023)
Hang Zhang, Rongguang Wang, Jinwei Zhang, Dongdong Liu, Chao Li, Jiahao Li
Spatially Covariant Lesion Segmentation. CoRR (2023)
Hang Zhang, Xiang Chen, Rongguang Wang, Renjiu Hu, Dongdong Liu, Gaolei Li
Spatially Covariant Image Registration with Text Prompts. CoRR (2023)
Hang Zhang, Rongguang Wang, Renjiu Hu, Jinwei Zhang, Jiahao Li
DeDA: Deep Directed Accumulator. CoRR (2023)
Rongguang Wang, Pratik Chaudhari, Christos Davatzikos
Embracing the disharmony in medical imaging: A Simple and effective framework for domain adaptation. Medical Image Anal. 76 (2022)
Rongguang Wang, Pratik Chaudhari, Christos Davatzikos
Machine Learning Models Are Not Necessarily Biased When Constructed Properly: Evidence from Neuroimaging Studies. CoRR (2022)
Rongguang Wang, Vishnu Bashyam, Zhijian Yang, Fanyang Yu, Vasiliki Tassopoulou, Lasya P. Sreepada, Sai Spandana Chintapalli, Dushyant Sahoo, Ioanna Skampardoni, Konstantina S. Nikita, Ahmed Abdulkadir, Junhao Wen, Christos Davatzikos
Applications of Generative Adversarial Networks in Neuroimaging and Clinical Neuroscience. CoRR (2022)
Rongguang Wang, Pratik Chaudhari, Christos Davatzikos
Embracing the Disharmony in Heterogeneous Medical Data. CoRR (2021)
Rongguang Wang, Pratik Chaudhari, Christos Davatzikos
Harmonization with Flow-based Causal Inference. CoRR (2021)
Hang Zhang, Rongguang Wang, Jinwei Zhang, Chao Li, Gufeng Yang, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang
NeRD: Neural Representation of Distribution for Medical Image Segmentation. CoRR (2021)
Hang Zhang, Jinwei Zhang, Rongguang Wang, Qihao Zhang, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang
Efficient Folded Attention for Medical Image Reconstruction and Segmentation. AAAI (2021)
Rongguang Wang, Pratik Chaudhari, Christos Davatzikos
Harmonization with Flow-Based Causal Inference. MICCAI (3) (2021)
Hang Zhang, Jinwei Zhang, Rongguang Wang, Qihao Zhang, Susan A. Gauthier, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang
Geometric Loss For Deep Multiple Sclerosis Lesion Segmentation. ISBI (2021)
Hang Zhang, Jinwei Zhang, Rongguang Wang, Qihao Zhang, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang
Efficient Folded Attention for 3D Medical Image Reconstruction and Segmentation. CoRR (2020)
Hang Zhang, Jinwei Zhang, Rongguang Wang, Qihao Zhang, Susan A. Gauthier, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang
Geometric Loss for Deep Multiple Sclerosis lesion Segmentation. CoRR (2020)