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Rongguang Wang
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2020 – today
- 2024
- [c6]Hang Zhang, Xiang Chen, Renjiu Hu, Dongdong Liu, Gaolei Li, Rongguang Wang:
MemWarp: Discontinuity-Preserving Cardiac Registration with Memorized Anatomical Filters. MICCAI (3) 2024: 671-681 - [i16]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 abs/2401.09517 (2024) - [i15]Hang Zhang, Xiang Chen, Rongguang Wang, Renjiu Hu, Dongdong Liu, Gaolei Li:
Slicer Networks. CoRR abs/2401.09833 (2024) - [i14]Hang Zhang, Xiang Chen, Renjiu Hu, Dongdong Liu, Gaolei Li, Rongguang Wang:
MemWarp: Discontinuity-Preserving Cardiac Registration with Memorized Anatomical Filters. CoRR abs/2407.08093 (2024) - [i13]Jiacheng Wang, Xiang Chen, Renjiu Hu, Rongguang Wang, Min Liu, Yaonan Wang, Jiazheng Wang, Hao Li, Hang Zhang:
Fidelity-Imposed Displacement Editing for the Learn2Reg 2024 SHG-BF Challenge. CoRR abs/2410.20812 (2024) - 2023
- [j2]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: 119898 (2023) - [c5]Hang Zhang, Rongguang Wang, Jinwei Zhang, Dongdong Liu, Chao Li, Jiahao Li:
Spatially Covariant Lesion Segmentation. IJCAI 2023: 1713-1721 - [c4]Hang Zhang, Rongguang Wang, Renjiu Hu
, Jinwei Zhang, Jiahao Li:
DeDA: Deep Directed Accumulator. MICCAI (2) 2023: 765-775 - [i12]Hang Zhang, Rongguang Wang, Jinwei Zhang, Dongdong Liu, Chao Li, Jiahao Li:
Spatially Covariant Lesion Segmentation. CoRR abs/2301.07895 (2023) - [i11]Hang Zhang, Rongguang Wang, Renjiu Hu, Jinwei Zhang, Jiahao Li:
DeDA: Deep Directed Accumulator. CoRR abs/2303.08434 (2023) - [i10]Hang Zhang, Renjiu Hu, Xiang Chen, Rongguang Wang, Jinwei Zhang, Jiahao Li:
DAGrid: Directed Accumulator Grid. CoRR abs/2306.02589 (2023) - [i9]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 abs/2308.03175 (2023) - [i8]Hang Zhang, Xiang Chen, Rongguang Wang, Renjiu Hu, Dongdong Liu, Gaolei Li:
Spatially Covariant Image Registration with Text Prompts. CoRR abs/2311.15607 (2023) - 2022
- [j1]Rongguang Wang, Pratik Chaudhari, Christos Davatzikos:
Embracing the disharmony in medical imaging: A Simple and effective framework for domain adaptation. Medical Image Anal. 76: 102309 (2022) - [i7]Rongguang Wang, Pratik Chaudhari, Christos Davatzikos:
Machine Learning Models Are Not Necessarily Biased When Constructed Properly: Evidence from Neuroimaging Studies. CoRR abs/2205.13421 (2022) - [i6]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 abs/2206.07081 (2022) - 2021
- [c3]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: 10868-10876 - [c2]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: 24-28 - [c1]Rongguang Wang
, Pratik Chaudhari, Christos Davatzikos:
Harmonization with Flow-Based Causal Inference. MICCAI (3) 2021: 181-190 - [i5]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 abs/2103.04020 (2021) - [i4]Rongguang Wang, Pratik Chaudhari, Christos Davatzikos:
Embracing the Disharmony in Heterogeneous Medical Data. CoRR abs/2103.12857 (2021) - [i3]Rongguang Wang, Pratik Chaudhari, Christos Davatzikos:
Harmonization with Flow-based Causal Inference. CoRR abs/2106.06845 (2021) - 2020
- [i2]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 abs/2009.05576 (2020) - [i1]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 abs/2009.13755 (2020)
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