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Georges El Fakhri
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- affiliation: Harvard Medical School, Gordon Center for Medical Imaging, Boston, MA, USA
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2020 – today
- 2024
- [j26]Xiaofeng Liu, Fangxu Xing, Jane You, Jun Lu, C.-C. Jay Kuo, Georges El Fakhri, Jonghye Woo:
Subtype-Aware Dynamic Unsupervised Domain Adaptation. IEEE Trans. Neural Networks Learn. Syst. 35(2): 2820-2834 (2024) - [c52]Yanis Djebra, X. Liu, Thibault Marin, A. Tiss, M. Dhaynaut, N. Guehl, K. Johnson, Georges El Fakhri, Chao Ma, Jinsong Ouyang:
Diffusion Model-Based Posterior Distribution Prediction for Kinetic Parameter Estimation in Dynamic PET. ISBI 2024: 1-5 - [c51]Xiaofeng Liu, Fangxu Xing, Hanna K. Gaggin, C.-C. Jay Kuo, Georges El Fakhri, Jonghye Woo:
Exploring Backdoor Attacks in Off-the-Shelf Unsupervised Domain Adaptation for Securing Cardiac MRI-Based Diagnosis. ISBI 2024: 1-5 - [c50]Ismaël B. G. Mounime, Wonil Lee, Thibault Marin, Paul K. Han, Yanis Djebra, Samira V. Eslahi, Pietro Gori, Elsa Angelini, Georges El Fakhri, Chao Ma:
Sparsity Constrained Linear Tangent Space Alignment Model (LTSA) for 3d Cardiac Extracellular Volume Mapping. ISBI 2024: 1-5 - [i40]Jihoon Cho, Xiaofeng Liu, Fangxu Xing, Jinsong Ouyang, Georges El Fakhri, Jinah Park, Jonghye Woo:
Disentangled Multimodal Brain MR Image Translation via Transformer-based Modality Infuser. CoRR abs/2402.00375 (2024) - [i39]Xiaofeng Liu, Nadya Shusharina, Helen A. Shih, C.-C. Jay Kuo, Georges El Fakhri, Jonghye Woo:
Treatment-wise Glioblastoma Survival Inference with Multi-parametric Preoperative MRI. CoRR abs/2402.06982 (2024) - [i38]Xiaofeng Liu, Fangxu Xing, Jiachen Zhuo, Maureen Stone, Jerry L. Prince, Georges El Fakhri, Jonghye Woo:
Speech motion anomaly detection via cross-modal translation of 4D motion fields from tagged MRI. CoRR abs/2402.06984 (2024) - [i37]Arman Rahmim, Tyler J. Bradshaw, Guido Davidzon, Joyita Dutta, Georges El Fakhri, Munir Ghesani, Nicolas A. Karakatsanis, Quanzheng Li, Chi Liu, Emilie Roncali, Babak Saboury, Tahir Yusufaly, Abhinav K. Jha:
Nuclear Medicine Artificial Intelligence in Action: The Bethesda Report (AI Summit 2024). CoRR abs/2406.01044 (2024) - [i36]Jihoon Cho, Suhyun Ahn, Beomju Kim, Hyungjoon Bae, Xiaofeng Liu, Fangxu Xing, Kyungeun Lee, Georges El Fakhri, Van J. Wedeen, Jonghye Woo, Jinah Park:
Label-Efficient 3D Brain Segmentation via Complementary 2D Diffusion Models with Orthogonal Views. CoRR abs/2407.12329 (2024) - [i35]Xiaofeng Liu, Jonghye Woo, Chao Ma, Jinsong Ouyang, Georges El Fakhri:
Point-supervised Brain Tumor Segmentation with Box-prompted MedSAM. CoRR abs/2408.00706 (2024) - 2023
- [j25]Xiaofeng Liu, Fangxu Xing, Georges El Fakhri, Jonghye Woo:
Memory consistent unsupervised off-the-shelf model adaptation for source-relaxed medical image segmentation. Medical Image Anal. 83: 102641 (2023) - [j24]Xiaofeng Liu, Jerry L. Prince, Fangxu Xing, Jiachen Zhuo, Timothy G. Reese, Maureen Stone, Georges El Fakhri, Jonghye Woo:
Attentive continuous generative self-training for unsupervised domain adaptive medical image translation. Medical Image Anal. 88: 102851 (2023) - [j23]Yanis Chemli, Marc-André Tétrault, Thibault Marin, Marc D. Normandin, Isabelle Bloch, Georges El Fakhri, Jinsong Ouyang, Yoann Petibon:
Super-resolution in brain positron emission tomography using a real-time motion capture system. NeuroImage 272: 120056 (2023) - [j22]Chae Hwa Yoo, Xiaofeng Liu, Fangxu Xing, Georges El Fakhri, Jonghye Woo, Je-Won Kang:
Noise-Robust Sleep Staging via Adversarial Training With an Auxiliary Model. IEEE Trans. Biomed. Eng. 70(4): 1252-1263 (2023) - [j21]Yanis Djebra, Thibault Marin, Paul K. Han, Isabelle Bloch, Georges El Fakhri, Chao Ma:
Manifold Learning via Linear Tangent Space Alignment (LTSA) for Accelerated Dynamic MRI With Sparse Sampling. IEEE Trans. Medical Imaging 42(1): 158-169 (2023) - [c49]Ursa Maity, Fangxu Xing, Jerry L. Prince, Maureen Stone, Georges El Fakhri, Jonghye Woo, Sidney Fels:
Motor Control Similarity Between Speakers Saying "A Souk" Using Inverse Atlas Tongue Modeling. INTERSPEECH 2023: 4189-4193 - [c48]Xiaofeng Liu, Fangxu Xing, Hanna K. Gaggin, C.-C. Jay Kuo, Georges El Fakhri, Jonghye Woo:
Successive Subspace Learning for Cardiac Disease Classification with Two-Phase Deformation Fields from Cine MRI. ISBI 2023: 1-5 - [c47]Xiaofeng Liu, Helen A. Shih, Fangxu Xing, Emiliano Santarnecchi, Georges El Fakhri, Jonghye Woo:
Incremental Learning for Heterogeneous Structure Segmentation in Brain Tumor MRI. MICCAI (2) 2023: 46-56 - [c46]Kyungsu Lee, Haeyun Lee, Georges El Fakhri, Jorge Sepulcre, Xiaofeng Liu, Fangxu Xing, Jae Youn Hwang, Jonghye Woo:
Outlier Robust Disease Classification via Stochastic Confidence Network. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI 2023: 80-90 - [c45]Kyungsu Lee, Haeyun Lee, Thiago Coutinho Cavalcanti, Sewoong Kim, Georges El Fakhri, Dong Hun Lee, Jonghye Woo, Jae Youn Hwang:
Fine-Tuning Network in Federated Learning for Personalized Skin Diagnosis. MICCAI (3) 2023: 378-388 - [c44]Xiaofeng Liu, Fangxu Xing, Maureen Stone, Jiachen Zhuo, Sidney S. Fels, Jerry L. Prince, Georges El Fakhri, Jonghye Woo:
Speech Audio Synthesis from Tagged MRI and Non-negative Matrix Factorization via Plastic Transformer. MICCAI (7) 2023: 435-445 - [c43]Kyungsu Lee, Haeyun Lee, Georges El Fakhri, Jonghye Woo, Jae Youn Hwang:
Self-Supervised Domain Adaptive Segmentation of Breast Cancer via Test-Time Fine-Tuning. MICCAI (1) 2023: 539-550 - [c42]Xiaofeng Liu, Fangxu Xing, Jerry L. Prince, Maureen Stone, Georges El Fakhri, Jonghye Woo:
Synthesizing audio from tongue motion during speech using tagged MRI via transformer. Medical Imaging: Image Processing 2023 - [c41]Fangxu Xing, Riwei Jin, Imani Gilbert, Georges El Fakhri, Jamie Perry, Bradley P. Sutton, Jonghye Woo:
Quantifying velopharyngeal motion variation in speech sound production using an audio-informed dynamic MRI atlas. Medical Imaging: Image Processing 2023 - [i34]Xiaofeng Liu, Fangxu Xing, Hanna K. Gaggin, C.-C. Jay Kuo, Georges El Fakhri, Jonghye Woo:
Successive Subspace Learning for Cardiac Disease Classification with Two-phase Deformation Fields from Cine MRI. CoRR abs/2301.08959 (2023) - [i33]Xiaofeng Liu, Fangxu Xing, Jerry L. Prince, Maureen Stone, Georges El Fakhri, Jonghye Woo:
Synthesizing audio from tongue motion during speech using tagged MRI via transformer. CoRR abs/2302.07203 (2023) - [i32]Xiaofeng Liu, Thibault Marin, Tiss Amal, Jonghye Woo, Georges El Fakhri, Jinsong Ouyang:
Posterior Estimation Using Deep Learning: A Simulation Study of Compartmental Modeling in Dynamic PET. CoRR abs/2303.10057 (2023) - [i31]Xiaofeng Liu, Jerry L. Prince, Fangxu Xing, Jiachen Zhuo, Timothy G. Reese, Maureen Stone, Georges El Fakhri, Jonghye Woo:
Attentive Continuous Generative Self-training for Unsupervised Domain Adaptive Medical Image Translation. CoRR abs/2305.14589 (2023) - [i30]Xiaofeng Liu, Helen A. Shih, Fangxu Xing, Emiliano Santarnecchi, Georges El Fakhri, Jonghye Woo:
Incremental Learning for Heterogeneous Structure Segmentation in Brain Tumor MRI. CoRR abs/2305.19404 (2023) - [i29]Se-In Jang, Cristina Lois, Emma Thibault, J. Alex Becker, Yafei Dong, Marc D. Normandin, Julie C. Price, Keith A. Johnson, Georges El Fakhri, Kuang Gong:
TauPETGen: Text-Conditional Tau PET Image Synthesis Based on Latent Diffusion Models. CoRR abs/2306.11984 (2023) - [i28]Xiaofeng Liu, Fangxu Xing, Maureen Stone, Jiachen Zhuo, Sidney S. Fels, Jerry L. Prince, Georges El Fakhri, Jonghye Woo:
Speech Audio Synthesis from Tagged MRI and Non-Negative Matrix Factorization via Plastic Transformer. CoRR abs/2309.14586 (2023) - [i27]Xiaofeng Liu, Thibault Marin, Tiss Amal, Jonghye Woo, Georges El Fakhri, Jinsong Ouyang:
Posterior Estimation for Dynamic PET imaging using Conditional Variational Inference. CoRR abs/2310.15850 (2023) - 2022
- [j20]Xiaofeng Liu, Fangxu Xing, Chao Yang, Chung-Chieh Jay Kuo, Suma Babu, Georges El Fakhri, Thomas Jenkins, Jonghye Woo:
VoxelHop: Successive Subspace Learning for ALS Disease Classification Using Structural MRI. IEEE J. Biomed. Health Informatics 26(3): 1128-1139 (2022) - [j19]Fangxu Xing, Xiaofeng Liu, C.-C. Jay Kuo, Georges El Fakhri, Jonghye Woo:
Brain MR Atlas Construction Using Symmetric Deep Neural Inpainting. IEEE J. Biomed. Health Informatics 26(7): 3185-3196 (2022) - [c40]Xiaofeng Liu, Fangxu Xing, Maureen Stone, Jerry L. Prince, Jangwon Kim, Georges El Fakhri, Jonghye Woo:
Cmri2spec: Cine MRI Sequence to Spectrogram Synthesis via A Pairwise Heterogeneous Translator. ICASSP 2022: 1481-1485 - [c39]Xiaofeng Liu, Fangxu Xing, Georges El Fakhri, Jonghye Woo:
Self-Semantic Contour Adaptation for Cross Modality Brain Tumor Segmentation. ISBI 2022: 1-5 - [c38]Xiaofeng Liu, Fangxu Xing, Nadya Shusharina, Ruth Lim, C.-C. Jay Kuo, Georges El Fakhri, Jonghye Woo:
ACT: Semi-supervised Domain-Adaptive Medical Image Segmentation with Asymmetric Co-training. MICCAI (5) 2022: 66-76 - [c37]Xiaofeng Liu, Fangxu Xing, Jerry L. Prince, Jiachen Zhuo, Maureen Stone, Georges El Fakhri, Jonghye Woo:
Tagged-MRI Sequence to Audio Synthesis via Self Residual Attention Guided Heterogeneous Translator. MICCAI (6) 2022: 376-386 - [c36]Xiaofeng Liu, Fangxu Xing, Thibault Marin, Georges El Fakhri, Jonghye Woo:
Variational inference for quantifying inter-observer variability in segmentation of anatomical structures. Medical Imaging: Image Processing 2022 - [c35]Xiaofeng Liu, Fangxu Xing, Jerry L. Prince, Maureen Stone, Georges El Fakhri, Jonghye Woo:
Structure-aware unsupervised tagged-to-cine MRI synthesis with self disentanglement. Medical Imaging: Image Processing 2022 - [c34]Xiaofeng Liu, Chaehwa Yoo, Fangxu Xing, C.-C. Jay Kuo, Georges El Fakhri, Je-Won Kang, Jonghye Woo:
Unsupervised domain adaptation for segmentation with black-box source model. Medical Imaging: Image Processing 2022 - [c33]Fangxu Xing, Xiaofeng Liu, Timothy G. Reese, Maureen Stone, Van J. Wedeen, Jerry L. Prince, Georges El Fakhri, Jonghye Woo:
Measuring strain in diffusion-weighted data using tagged magnetic resonance imaging. Medical Imaging: Image Processing 2022 - [i26]Xiaofeng Liu, Fangxu Xing, Georges El Fakhri, Jonghye Woo:
Self-semantic contour adaptation for cross modality brain tumor segmentation. CoRR abs/2201.05022 (2022) - [i25]Xiaofeng Liu, Fangxu Xing, Thibault Marin, Georges El Fakhri, Jonghye Woo:
Variational Inference for Quantifying Inter-observer Variability in Segmentation of Anatomical Structures. CoRR abs/2201.07106 (2022) - [i24]Xiaofeng Liu, Fangxu Xing, Jerry L. Prince, Maureen Stone, Georges El Fakhri, Jonghye Woo:
Structure-aware Unsupervised Tagged-to-Cine MRI Synthesis with Self Disentanglement. CoRR abs/2202.12474 (2022) - [i23]Xiaofeng Liu, Fangxu Xing, Jerry L. Prince, Jiachen Zhuo, Maureen Stone, Georges El Fakhri, Jonghye Woo:
Tagged-MRI Sequence to Audio Synthesis via Self Residual Attention Guided Heterogeneous Translator. CoRR abs/2206.02284 (2022) - [i22]Xiaofeng Liu, Fangxu Xing, Nadya Shusharina, Ruth Lim, C.-C. Jay Kuo, Georges El Fakhri, Jonghye Woo:
ACT: Semi-supervised Domain-adaptive Medical Image Segmentation with Asymmetric Co-training. CoRR abs/2206.02288 (2022) - [i21]Xiaofeng Liu, Chae Hwa Yoo, Fangxu Xing, Hyejin Oh, Georges El Fakhri, Je-Won Kang, Jonghye Woo:
Deep Unsupervised Domain Adaptation: A Review of Recent Advances and Perspectives. CoRR abs/2208.07422 (2022) - [i20]Xiaofeng Liu, Fangxu Xing, Jia You, Jun Lu, C.-C. Jay Kuo, Georges El Fakhri, Jonghye Woo:
Subtype-Aware Dynamic Unsupervised Domain Adaptation. CoRR abs/2208.07754 (2022) - [i19]Xiaofeng Liu, Chaehwa Yoo, Fangxu Xing, C.-C. Jay Kuo, Georges El Fakhri, Jonghye Woo:
Unsupervised Domain Adaptation for Segmentation with Black-box Source Model. CoRR abs/2208.07769 (2022) - [i18]Kuang Gong, Keith A. Johnson, Georges El Fakhri, Quanzheng Li, Tinsu Pan:
PET image denoising based on denoising diffusion probabilistic models. CoRR abs/2209.06167 (2022) - [i17]Xiaofeng Liu, Fangxu Xing, Georges El Fakhri, Jonghye Woo:
Memory Consistent Unsupervised Off-the-Shelf Model Adaptation for Source-Relaxed Medical Image Segmentation. CoRR abs/2209.07910 (2022) - 2021
- [j18]Jonghye Woo, Fangxu Xing, Jerry L. Prince, Maureen Stone, Arnold D. Gomez, Timothy G. Reese, Van J. Wedeen, Georges El Fakhri:
A deep joint sparse non-negative matrix factorization framework for identifying the common and subject-specific functional units of tongue motion during speech. Medical Image Anal. 72: 102131 (2021) - [c32]Xiaofeng Liu, Xiongchang Liu, Bo Hu, Wenxuan Ji, Fangxu Xing, Jun Lu, Jane You, C.-C. Jay Kuo, Georges El Fakhri, Jonghye Woo:
Subtype-aware Unsupervised Domain Adaptation for Medical Diagnosis. AAAI 2021: 2189-2197 - [c31]Rong Guo, Chao Ma, Yudu Li, Yibo Zhao, Tianyao Wang, Yao Li, Georges El Fakhri, Zhi-Pei Liang:
High-Resolution Label-Free Molecular Imaging of Brain Tumor. EMBC 2021: 3049-3052 - [c30]Xiaofeng Liu, Fangxu Xing, Hanna K. Gaggin, Weichung Wang, C.-C. Jay Kuo, Georges El Fakhri, Jonghye Woo:
Segmentation of Cardiac Structures via Successive Subspace Learning with Saab Transform from Cine MRI. EMBC 2021: 3535-3538 - [c29]Xiaofeng Liu, Zhenhua Guo, Site Li, Fangxu Xing, Jane You, C.-C. Jay Kuo, Georges El Fakhri, Jonghye Woo:
Adversarial Unsupervised Domain Adaptation with Conditional and Label Shift: Infer, Align and Iterate. ICCV 2021: 10347-10356 - [c28]Xiaofeng Liu, Bo Hu, Linghao Jin, Xu Han, Fangxu Xing, Jinsong Ouyang, Jun Lu, Georges El Fakhri, Jonghye Woo:
Domain Generalization under Conditional and Label Shifts via Variational Bayesian Inference. IJCAI 2021: 881-887 - [c27]Xiaofeng Liu, Fangxu Xing, Georges El Fakhri, Jonghye Woo:
A Unified Conditional Disentanglement Framework For Multimodal Brain Mr Image Translation. ISBI 2021: 10-14 - [c26]Xiaofeng Liu, Fangxu Xing, Jerry L. Prince, Aaron Carass, Maureen Stone, Georges El Fakhri, Jonghye Woo:
Dual-Cycle Constrained Bijective Vae-Gan For Tagged-To-Cine Magnetic Resonance Image Synthesis. ISBI 2021: 1448-1452 - [c25]Xiaofeng Liu, Fangxu Xing, Maureen Stone, Jiachen Zhuo, Timothy G. Reese, Jerry L. Prince, Georges El Fakhri, Jonghye Woo:
Generative Self-training for Cross-Domain Unsupervised Tagged-to-Cine MRI Synthesis. MICCAI (3) 2021: 138-148 - [c24]Xiaofeng Liu, Fangxu Xing, Chao Yang, Georges El Fakhri, Jonghye Woo:
Adapting Off-the-Shelf Source Segmenter for Target Medical Image Segmentation. MICCAI (2) 2021: 549-559 - [c23]Fangxu Xing, Maureen Stone, Jerry L. Prince, Xiaofeng Liu, Georges El Fakhri, Jonghye Woo:
Floor-of-the-mouth muscle function analysis using dynamic magnetic resonance imaging. Medical Imaging: Image Processing 2021 - [i16]Xiaofeng Liu, Xiongchang Liu, Bo Hu, Wenxuan Ji, Fangxu Xing, Jun Lu, Jane You, C.-C. Jay Kuo, Georges El Fakhri, Jonghye Woo:
Subtype-aware Unsupervised Domain Adaptation for Medical Diagnosis. CoRR abs/2101.00318 (2021) - [i15]Xiaofeng Liu, Fangxu Xing, Chao Yang, C.-C. Jay Kuo, Suma Babu, Georges El Fakhri, Thomas Jenkins, Jonghye Woo:
VoxelHop: Successive Subspace Learning for ALS Disease Classification Using Structural MRI. CoRR abs/2101.05131 (2021) - [i14]Xiaofeng Liu, Fangxu Xing, Georges El Fakhri, Jonghye Woo:
A Unified Conditional Disentanglement Framework for Multimodal Brain MR Image Translation. CoRR abs/2101.05434 (2021) - [i13]Xiaofeng Liu, Fangxu Xing, Jerry L. Prince, Aaron Carass, Maureen Stone, Georges El Fakhri, Jonghye Woo:
Dual-cycle Constrained Bijective VAE-GAN For Tagged-to-Cine Magnetic Resonance Image Synthesis. CoRR abs/2101.05439 (2021) - [i12]Xiaofeng Liu, Fangxu Xing, Chao Yang, C.-C. Jay Kuo, Georges El Fakhri, Jonghye Woo:
Symmetric-Constrained Irregular Structure Inpainting for Brain MRI Registration with Tumor Pathology. CoRR abs/2101.06775 (2021) - [i11]Xiaofeng Liu, Fangxu Xing, Chao Yang, Georges El Fakhri, Jonghye Woo:
Adapting Off-the-Shelf Source Segmenter for Target Medical Image Segmentation. CoRR abs/2106.12497 (2021) - [i10]Xiaofeng Liu, Fangxu Xing, Maureen Stone, Jiachen Zhuo, Timothy G. Reese, Jerry L. Prince, Georges El Fakhri, Jonghye Woo:
Generative Self-training for Cross-domain Unsupervised Tagged-to-Cine MRI Synthesis. CoRR abs/2106.12499 (2021) - [i9]Xiaofeng Liu, Fangxu Xing, Hanna K. Gaggin, Weichung Wang, C.-C. Jay Kuo, Georges El Fakhri, Jonghye Woo:
Segmentation of Cardiac Structures via Successive Subspace Learning with Saab Transform from Cine MRI. CoRR abs/2107.10718 (2021) - [i8]Xiaofeng Liu, Bo Hu, Linghao Jin, Xu Han, Fangxu Xing, Jinsong Ouyang, Jun Lu, Georges El Fakhri, Jonghye Woo:
Domain Generalization under Conditional and Label Shifts via Variational Bayesian Inference. CoRR abs/2107.10931 (2021) - [i7]Xiaofeng Liu, Zhenhua Guo, Site Li, Fangxu Xing, Jane You, C.-C. Jay Kuo, Georges El Fakhri, Jonghye Woo:
Adversarial Unsupervised Domain Adaptation with Conditional and Label Shift: Infer, Align and Iterate. CoRR abs/2107.13469 (2021) - 2020
- [j17]Yoann Petibon, Nathaniel M. Alpert, Jinsong Ouyang, Diego A. Pizzagalli, Cristina Cusin, Maurizio Fava, Georges El Fakhri, Marc D. Normandin:
PET imaging of neurotransmission using direct parametric reconstruction. NeuroImage 221: 117154 (2020) - [c22]Xiaofeng Liu, Fangxu Xing, Chao Yang, C.-C. Jay Kuo, Georges El Fakhri, Jonghye Woo:
Symmetric-Constrained Irregular Structure Inpainting for Brain MRI Registration with Tumor Pathology. BrainLes@MICCAI (1) 2020: 80-91 - [c21]Xiaofeng Liu, Wenxuan Ji, Jane You, Georges El Fakhri, Jonghye Woo:
Severity-Aware Semantic Segmentation With Reinforced Wasserstein Training. CVPR 2020: 12563-12572 - [c20]Jonghye Woo, Fangxu Xing, Jerry L. Prince, Maureen Stone, Timothy G. Reese, Van J. Wedeen, Georges El Fakhri:
Identifying the common and subject-specific functional units of speech movements via a joint sparse non-negative matrix factorization framework. Medical Imaging: Image Processing 2020: 113131S - [i6]Jonghye Woo, Fangxu Xing, Jerry L. Prince, Maureen Stone, Arnold D. Gomez, Timothy G. Reese, Van J. Wedeen, Georges El Fakhri:
A Deep Joint Sparse Non-negative Matrix Factorization Framework for Identifying the Common and Subject-specific Functional Units of Tongue Motion During Speech. CoRR abs/2007.04865 (2020)
2010 – 2019
- 2019
- [j16]Jonghye Woo, Fangxu Xing, Maureen Stone, Jordan R. Green, Timothy G. Reese, Thomas J. Brady, Van J. Wedeen, Jerry L. Prince, Georges El Fakhri:
Speech Map: a statistical multimodal atlas of 4D tongue motion during speech from tagged and cine MR images. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 7(4): 361-373 (2019) - [j15]Tzu-An Song, Fan Yang, Samadrita Roy Chowdhury, Kyung Sang Kim, Keith A. Johnson, Georges El Fakhri, Quanzheng Li, Joyita Dutta:
PET Image Deblurring and Super-Resolution With an MR-Based Joint Entropy Prior. IEEE Trans. Computational Imaging 5(4): 530-539 (2019) - [j14]Kuang Gong, Jiahui Guan, Kyung Sang Kim, Xuezhu Zhang, Jaewon Yang, Youngho Seo, Georges El Fakhri, Jinyi Qi, Quanzheng Li:
Iterative PET Image Reconstruction Using Convolutional Neural Network Representation. IEEE Trans. Medical Imaging 38(3): 675-685 (2019) - [j13]Jonghye Woo, Jerry L. Prince, Maureen Stone, Fangxu Xing, Arnold D. Gomez, Jordan R. Green, Christopher J. Hartnick, Thomas J. Brady, Timothy G. Reese, Van J. Wedeen, Georges El Fakhri:
A Sparse Non-Negative Matrix Factorization Framework for Identifying Functional Units of Tongue Behavior From MRI. IEEE Trans. Medical Imaging 38(3): 730-740 (2019) - [c19]Paul K. Han, Debra E. Horng, Thibault Marin, Yoann Petibon, Jinsong Ouyang, Georges El Fakhri, Chao Ma:
Free-Breathing Three-Dimensional T1 Mapping of the Heart Using Subspace-Based Data Acquisition and Image Reconstruction. EMBC 2019: 4008-4011 - [c18]Tzu-An Song, Samadrita Roy Chowdhury, Fan Yang, Heidi I. L. Jacobs, Georges El Fakhri, Quanzheng Li, Keith A. Johnson, Joyita Dutta:
Graph Convolutional Neural Networks For Alzheimer's Disease Classification. ISBI 2019: 414-417 - 2018
- [j12]Abdulkader Helwan, Georges El Fakhri, Hadi Sasani, Dilber Uzun Ozsahin:
Deep networks in identifying CT brain hemorrhage. J. Intell. Fuzzy Syst. 35(2): 2215-2228 (2018) - [j11]Kyung Sang Kim, Dufan Wu, Kuang Gong, Joyita Dutta, Jong Hoon Kim, Young-Don Son, Hang-Keun Kim, Georges El Fakhri, Quanzheng Li:
Penalized PET Reconstruction Using Deep Learning Prior and Local Linear Fitting. IEEE Trans. Medical Imaging 37(6): 1478-1487 (2018) - [c17]Dufan Wu, Kyung Sang Kim, Bin Dong, Georges El Fakhri, Quanzheng Li:
End-to-End Lung Nodule Detection in Computed Tomography. MLMI@MICCAI 2018: 37-45 - [c16]Yongjin Chang, Gregory C. Sharp, Quanzheng Li, Helen A. Shih, Georges El Fakhri, Jong Beom Ra, Jonghye Woo:
Subject-specific brain tumor growth modelling via an efficient Bayesian inference framework. Medical Imaging: Image Processing 2018: 105742I - [c15]Fangxu Xing, Jerry L. Prince, Maureen Stone, Timothy G. Reese, Nazem Atassi, Van J. Wedeen, Georges El Fakhri, Jonghye Woo:
Strain map of the tongue in normal and ALS speech patterns from tagged and diffusion MRI. Medical Imaging: Image Processing 2018: 1057411 - [i5]Jonghye Woo, Jerry L. Prince, Maureen Stone, Fangxu Xing, Arnold D. Gomez, Jordan R. Green, Christopher J. Hartnick, Thomas J. Brady, Timothy G. Reese, Van J. Wedeen, Georges El Fakhri:
A Sparse Non-negative Matrix Factorization Framework for Identifying Functional Units of Tongue Behavior from MRI. CoRR abs/1804.05370 (2018) - 2017
- [j10]Jerome Zhengrong Liang, Patrick J. La Rivière, Georges El Fakhri, Stephen J. Glick, Jeffrey H. Siewerdsen:
Guest Editorial Low-Dose CT: What Has Been Done, and What Challenges Remain? IEEE Trans. Medical Imaging 36(12): 2409-2416 (2017) - [j9]Dufan Wu, Kyung Sang Kim, Georges El Fakhri, Quanzheng Li:
Iterative Low-Dose CT Reconstruction With Priors Trained by Artificial Neural Network. IEEE Trans. Medical Imaging 36(12): 2479-2486 (2017) - [c14]Keyi Tang, Negar M. Harandi, Jonghye Woo, Georges El Fakhri, Maureen Stone, Sidney S. Fels:
Speaker-Specific Biomechanical Model-Based Investigation of a Simple Speech Task Based on Tagged-MRI. INTERSPEECH 2017: 2282-2286 - [c13]Chang Su, Joyita Dutta, Hui Zhang, Georges El Fakhri, Quanzheng Li:
Image deblurring using a joint entropy prior in x-ray luminescence computed tomography. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2017: 1013706 - [c12]Fangxu Xing, Jerry L. Prince, Maureen Stone, Van J. Wedeen, Georges El Fakhri, Jonghye Woo:
A four-dimensional motion field atlas of the tongue from tagged and cine magnetic resonance imaging. Medical Imaging: Image Processing 2017: 101331H - [i4]Jonghye Woo, Fangxu Xing, Maureen L. Stone, Jordan R. Green, Timothy G. Reese, Thomas J. Brady, Van J. Wedeen, Jerry L. Prince, Georges El Fakhri:
Speech Map: A Statistical Multimodal Atlas of 4D Tongue Motion During Speech from Tagged and Cine MR Images. CoRR abs/1701.06708 (2017) - [i3]Dufan Wu, Kyung Sang Kim, Georges El Fakhri, Quanzheng Li:
A Cascaded Convolutional Nerual Network for X-ray Low-dose CT Image Denoising. CoRR abs/1705.04267 (2017) - [i2]Kuang Gong, Jiahui Guan, Kyung Sang Kim, Xuezhu Zhang, Georges El Fakhri, Jinyi Qi, Quanzheng Li:
Iterative PET Image Reconstruction Using Convolutional Neural Network Representation. CoRR abs/1710.03344 (2017) - [i1]Kuang Gong, Jaewon Yang, Kyung Sang Kim, Georges El Fakhri, Youngho Seo, Quanzheng Li:
Attenuation Correction for Brain PET imaging using Deep Neural Network based on Dixon and ZTE MR images. CoRR abs/1712.06203 (2017) - 2016
- [j8]Chenhui Hu, Xue Hua, Jun Ying, Paul M. Thompson, Georges El Fakhri, Quanzheng Li:
Localizing Sources of Brain Disease Progression with Network Diffusion Model. IEEE J. Sel. Top. Signal Process. 10(7): 1214-1225 (2016) - [j7]Chenhui Hu, Jorge Sepulcre, Keith A. Johnson, Georges El Fakhri, Yue M. Lu, Quanzheng Li:
Matched signal detection on graphs: Theory and application to brain imaging data classification. NeuroImage 125: 587-600 (2016) - 2015
- [j6]Yothin Rakvongthai, William Worstell, Georges El Fakhri, Junguo Bian, Auranuch Lorsakul, Jinsong Ouyang:
Spectral CT Using Multiple Balanced K-Edge Filters. IEEE Trans. Medical Imaging 34(3): 740-747 (2015) - [j5]Kyung Sang Kim, Jong Chul Ye, William Worstell, Jinsong Ouyang, Yothin Rakvongthai, Georges El Fakhri, Quanzheng Li:
Sparse-View Spectral CT Reconstruction Using Spectral Patch-Based Low-Rank Penalty. IEEE Trans. Medical Imaging 34(3): 748-760 (2015) - [c11]Mengdie Wang, Ning Guo, Hui Zhang, Georges El Fakhri, Guangshu Hu, Quanzheng Li:
Retrospective data-driven respiratory gating for PET using TOF information. EMBC 2015: 4520-4523 - [c10]Joyita Dutta, Georges El Fakhri, Xuping Zhu, Quanzheng Li:
PET point spread function modeling and image deblurring using a PET/MRI joint entropy prior. ISBI 2015: 1423-1426 - 2014
- [j4]Chuan Huang, Jerome L. Ackerman, Yoann Petibon, Marc D. Normandin, Thomas J. Brady, Georges El Fakhri, Jinsong Ouyang:
Motion compensation for brain PET imaging using wireless MR active markers in simultaneous PET-MR: Phantom and non-human primate studies. NeuroImage 91: 129-137 (2014) - [c9]Kyung Sang Kim, Jong Chul Ye, Li Cheng, Kui Ying, Georges El Fakhri, Quanzheng Li:
TOF-PET ordered subset reconstruction using non-uniform separable quadratic surrogates algorithm. ISBI 2014: 963-966 - [c8]Chenhui Hu, Xue Hua, Paul M. Thompson, Georges El Fakhri, Quanzheng Li:
Inferring Sources of Dementia Progression with Network Diffusion Model. MLMI 2014: 42-49 - [c7]Chenhui Hu, Georges El Fakhri, Quanzheng Li:
Evaluating Structural Symmetry of Weighted Brain Networks via Graph Matching. MICCAI (2) 2014: 733-740 - [c6]Chenhui Hu, Georges El Fakhri, Quanzheng Li:
Erratum: Evaluating Structural Symmetry of Weighted Brain Networks via Graph Matching. MICCAI (2) 2014: E1 - 2013
- [c5]Chenhui Hu, Lin Cheng, Jorge Sepulcre, Georges El Fakhri, Yue M. Lu, Quanzheng Li:
Matched Signal Detection on Graphs: Theory and Application to Brain Network Classification. IPMI 2013: 1-12 - [c4]Chenhui Hu, Lin Cheng, Jorge Sepulcre, Georges El Fakhri, Yue M. Lu, Quanzheng Li:
A graph theoretical regression model for brain connectivity learning of Alzheimer'S disease. ISBI 2013: 616-619 - [c3]Joyita Dutta, Georges El Fakhri, Chuan Huang, Yoann Petibon, Timothy G. Reese, Quanzheng Li:
Respiratory motion compensation in simultaneous PET/MR using a maximum a posteriori approach. ISBI 2013: 800-803 - 2012
- [j3]Yu-Hua Dean Fang, Georges El Fakhri, John A. Becker, Nathaniel M. Alpert:
Parametric imaging with Bayesian priors: A validation study with 11C-Altropane PET. NeuroImage 61(1): 131-138 (2012) - 2011
- [j2]Brigitte Guérin, Georges El Fakhri:
Novel Scatter Compensation of List-Mode PET Data Using Spatial and Energy Dependent Corrections. IEEE Trans. Medical Imaging 30(3): 759-773 (2011)
2000 – 2009
- 2005
- [j1]Stephen C. Moore, Marie Foley Kijewski, Georges El Fakhri:
Collimator optimization for detection and quantitation tasks: application to gallium-67 imaging. IEEE Trans. Medical Imaging 24(10): 1347-1356 (2005)
1990 – 1999
- 1999
- [c2]Irène Buvat, Virginie Chameroy, Florent Aubry, Mélanie Pélégrini, Georges El Fakhri, Celine Huguenin, Habib Benali, Andrew Todd-Pokropek, Robert Di Paola:
The need to develop guidelines for the evaluation of medical image processing procedures. Medical Imaging: Image Processing 1999 - 1998
- [c1]Georges El Fakhri, Philippe Maksud, André Aurengo:
Evaluation of scatter correction methods using Monte Carlo simulation in nonuniform media. Medical Imaging: Image Processing 1998
Coauthor Index
aka: Chung-Chieh Jay Kuo
aka: Maureen L. Stone
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