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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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End-to-end Lung Nodule Detection in Computed Tomography

Oct 02, 2018
Dufan Wu, Kyungsang Kim, Bin Dong, Georges El Fakhri, Quanzheng Li

* published at MLMI 2018 

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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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Attenuation correction for brain PET imaging using deep neural network based on dixon and ZTE MR images

May 24, 2018
Kuang Gong, Jaewon Yang, Kyungsang Kim, Georges El Fakhri, Youngho Seo, Quanzheng Li

* 15 pages, 12 figures 

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Iterative PET Image Reconstruction Using Convolutional Neural Network Representation

Oct 09, 2017
Kuang Gong, Jiahui Guan, Kyungsang Kim, Xuezhu Zhang, Georges El Fakhri, Jinyi Qi, Quanzheng Li


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A Cascaded Convolutional Neural Network for X-ray Low-dose CT Image Denoising

Aug 28, 2017
Dufan Wu, Kyungsang Kim, Georges El Fakhri, Quanzheng Li

* 9 pages, 9 figures 

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