Rongguang Wang

According to our database, Rongguang Wang authored at least 16 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Slicer Networks.

Hang Zhang, Xiang Chen, Rongguang Wang, Renjiu Hu, Dongdong Liu, Gaolei Li

CoRR, 2024

Dimensional Neuroimaging Endophenotypes: Neurobiological Representations of Disease Heterogeneity Through Machine Learning.

Junhao Wen, Mathilde Antoniades, Zhijian Yang, Gyujoon Hwang, Ioanna Skampardoni, Rongguang Wang, Christos Davatzikos

CoRR, 2024

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, Christos Davatzikos

NeuroImage, April, 2023

Spatially Covariant Image Registration with Text Prompts.

Hang Zhang, Xiang Chen, Rongguang Wang, Renjiu Hu, Dongdong Liu, Gaolei Li

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

DAGrid: Directed Accumulator Grid.

Hang Zhang, Renjiu Hu, Xiang Chen, Rongguang Wang, Jinwei Zhang, Jiahao Li

CoRR, 2023

DeDA: Deep Directed Accumulator.

Hang Zhang, Rongguang Wang, Renjiu Hu, Jinwei Zhang, Jiahao Li

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Spatially Covariant Lesion Segmentation.

Hang Zhang, Rongguang Wang, Jinwei Zhang, Dongdong Liu, Chao Li, Jiahao Li

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

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

Machine Learning Models Are Not Necessarily Biased When Constructed Properly: Evidence from Neuroimaging Studies.

Rongguang Wang, Pratik Chaudhari, Christos Davatzikos

CoRR, 2022

2021

Embracing the Disharmony in Heterogeneous Medical Data.

Rongguang Wang, Pratik Chaudhari, Christos Davatzikos

CoRR, 2021

NeRD: Neural Representation of Distribution for Medical Image Segmentation.

Hang Zhang, Rongguang Wang, Jinwei Zhang, Chao Li, Gufeng Yang, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang

CoRR, 2021

Harmonization with Flow-Based Causal Inference.

Rongguang Wang, Pratik Chaudhari, Christos Davatzikos

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Geometric Loss For Deep Multiple Sclerosis Lesion Segmentation.

Hang Zhang, Jinwei Zhang, Rongguang Wang, Qihao Zhang, Susan A. Gauthier, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Efficient Folded Attention for Medical Image Reconstruction and Segmentation.

Hang Zhang, Jinwei Zhang, Rongguang Wang, Qihao Zhang, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Efficient Folded Attention for 3D Medical Image Reconstruction and Segmentation.

Hang Zhang, Jinwei Zhang, Rongguang Wang, Qihao Zhang, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang

CoRR, 2020