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Adversarial Unsupervised Domain Adaptation with Conditional and Label Shift: Infer, Align and Iterate


Aug 02, 2021
Xiaofeng Liu, Zhenhua Guo, Site Li, Fangxu Xing, Jane You, C. -C. Jay Kuo, Georges El Fakhri, Jonghye Woo

* Accepted to ICCV 2021 

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Domain Generalization under Conditional and Label Shifts via Variational Bayesian Inference


Jul 22, 2021
Xiaofeng Liu, Bo Hu, Linghao Jin, Xu Han, Fangxu Xing, Jinsong Ouyang, Jun Lu, Georges EL Fakhri, Jonghye Woo

* 30th International Joint Conference on Artificial Intelligence (IJCAI) 2021 

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Segmentation of Cardiac Structures via Successive Subspace Learning with Saab Transform from Cine MRI


Jul 22, 2021
Xiaofeng Liu, Fangxu Xing, Hanna K. Gaggin, Weichung Wang, C. -C. Jay Kuo, Georges El Fakhri, Jonghye Woo

* 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2021) 

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Generative Self-training for Cross-domain Unsupervised Tagged-to-Cine MRI Synthesis


Jun 23, 2021
Xiaofeng Liu, Fangxu Xing, Maureen Stone, Jiachen Zhuo, Reese Timothy, Jerry L. Prince, Georges El Fakhri, Jonghye Woo

* MICCAI 2021 (early accept <13%) 

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Adapting Off-the-Shelf Source Segmenter for Target Medical Image Segmentation


Jun 23, 2021
Xiaofeng Liu, Fangxu Xing, Chao Yang, Georges El Fakhri, Jonghye Woo

* To appear in MICCAI 2021 

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Symmetric-Constrained Irregular Structure Inpainting for Brain MRI Registration with Tumor Pathology


Jan 17, 2021
Xiaofeng Liu, Fangxu Xing, Chao Yang, C. -C. Jay Kuo, Georges ElFakhri, Jonghye Woo

* Published at MICCAI Brainles 2020 

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Dual-cycle Constrained Bijective VAE-GAN For Tagged-to-Cine Magnetic Resonance Image Synthesis


Jan 14, 2021
Xiaofeng Liu, Fangxu Xing, Jerry L. Prince, Aaron Carass, Maureen Stone, Georges El Fakhri, Jonghye Woo

* Accepted to IEEE International Symposium on Biomedical Imaging (ISBI) 2021 

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A Unified Conditional Disentanglement Framework for Multimodal Brain MR Image Translation


Jan 14, 2021
Xiaofeng Liu, Fangxu Xing, Georges El Fakhri, Jonghye Woo

* Accepted to IEEE International Symposium on Biomedical Imaging (ISBI) 2021 

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VoxelHop: Successive Subspace Learning for ALS Disease Classification Using Structural MRI


Jan 13, 2021
Xiaofeng Liu, Fangxu Xing, Chao Yang, C. -C. Jay Kuo, Suma Babu, Georges El Fakhri, Thomas Jenkins, Jonghye Woo


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Subtype-aware Unsupervised Domain Adaptation for Medical Diagnosis


Jan 11, 2021
Xiaofeng Liu, Xiongchang Liu, Bo Hu, Wenxuan Ji, Fangxu Xing, Jun Lu, Jane You, C. -C. Jay Kuo, Georges El Fakhri, Jonghye Woo

* Accepted to AAAI 2021 

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A Deep Joint Sparse Non-negative Matrix Factorization Framework for Identifying the Common and Subject-specific Functional Units of Tongue Motion During Speech


Jul 09, 2020
Jonghye Woo, Fangxu Xing, Jerry L. Prince, Maureen Stone, Arnold Gomez, Timothy G. Reese, Van J. Wedeen, Georges El Fakhri


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A Sparse Non-negative Matrix Factorization Framework for Identifying Functional Units of Tongue Behavior from MRI


Sep 29, 2018
Jonghye Woo, Jerry L. Prince, Maureen Stone, Fangxu Xing, Arnold Gomez, Jordan R. Green, Christopher J. Hartnick, Thomas J. Brady, Timothy G. Reese, Van J. Wedeen, Georges El Fakhri

* Accepted at IEEE TMI (https://ieeexplore.ieee.org/document/8467354

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Speech Map: A Statistical Multimodal Atlas of 4D Tongue Motion During Speech from Tagged and Cine MR Images


Sep 15, 2018
Jonghye Woo, Fangxu Xing, Maureen Stone, Jordan Green, Timothy G. Reese, Thomas J. Brady, Van J. Wedeen, Jerry L. Prince, Georges El Fakhri

* Accepted at Journal of Computer Methods in Biomechanics and Biomedical Engineering 

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