Georges El Fakhri - researchr alias

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Viewing Publication 1 - 72 from 72

2024

Subtype-Aware Dynamic Unsupervised Domain AdaptationXiaofeng Liu 0001, Fangxu Xing, Jane You, Jun Lu, C. C. Jay Kuo, Georges El Fakhri, Jonghye Woo. tnn, 35(2):2820-2834, February 2024. [doi]

2023

Incremental Learning for Heterogeneous Structure Segmentation in Brain Tumor MRIXiaofeng Liu 0001, Helen A. Shih, Fangxu Xing, Emiliano Santarnecchi, Georges El Fakhri, Jonghye Woo. miccai 2023: 46-56 [doi]

Memory consistent unsupervised off-the-shelf model adaptation for source-relaxed medical image segmentationXiaofeng Liu 0001, Fangxu Xing, Georges El Fakhri, Jonghye Woo. mia, 83:102641, 2023. [doi]

Speech Audio Synthesis from Tagged MRI and Non-negative Matrix Factorization via Plastic TransformerXiaofeng Liu 0001, Fangxu Xing, Maureen Stone 0001, Jiachen Zhuo, Sidney S. Fels, Jerry L. Prince, Georges El Fakhri, Jonghye Woo. miccai 2023: 435-445 [doi]

Synthesizing audio from tongue motion during speech using tagged MRI via transformerXiaofeng Liu 0001, Fangxu Xing, Jerry L. Prince, Maureen Stone 0001, Georges El Fakhri, Jonghye Woo. miip 2023: [doi]

Attentive continuous generative self-training for unsupervised domain adaptive medical image translationXiaofeng Liu 0001, Jerry L. Prince, Fangxu Xing, Jiachen Zhuo, Timothy G. Reese, Maureen Stone 0001, Georges El Fakhri, Jonghye Woo. mia, 88:102851, August 2023. [doi]

Successive Subspace Learning for Cardiac Disease Classification with Two-Phase Deformation Fields from Cine MRIXiaofeng Liu 0001, Fangxu Xing, Hanna K. Gaggin, C. C. Jay Kuo, Georges El Fakhri, Jonghye Woo. isbi 2023: 1-5 [doi]

Super-resolution in brain positron emission tomography using a real-time motion capture systemYanis Chemli, Marc-André Tétrault, Thibault Marin, Marc D. Normandin, Isabelle Bloch, Georges El Fakhri, Jinsong Ouyang, Yoann Petibon. neuroimage, 272:120056, May 2023. [doi]

Manifold Learning via Linear Tangent Space Alignment (LTSA) for Accelerated Dynamic MRI With Sparse SamplingYanis Djebra, Thibault Marin, Paul K. Han, Isabelle Bloch, Georges El Fakhri, Chao Ma. tmi, 42(1):158-169, 2023. [doi]

Fine-Tuning Network in Federated Learning for Personalized Skin DiagnosisKyungsu Lee, Haeyun Lee, Thiago Coutinho Cavalcanti, Sewoong Kim, Georges El Fakhri, Dong-Hun Lee, Jonghye Woo, Jae Youn Hwang. miccai 2023: 378-388 [doi]

Outlier Robust Disease Classification via Stochastic Confidence NetworkKyungsu Lee, Haeyun Lee, Georges El Fakhri, Jorge Sepulcre, Xiaofeng Liu 0001, Fangxu Xing, Jae Youn Hwang, Jonghye Woo. miccai 2023: 80-90 [doi]

Self-Supervised Domain Adaptive Segmentation of Breast Cancer via Test-Time Fine-TuningKyungsu Lee, Haeyun Lee, Georges El Fakhri, Jonghye Woo, Jae Youn Hwang. miccai 2023: 539-550 [doi]

Quantifying velopharyngeal motion variation in speech sound production using an audio-informed dynamic MRI atlasFangxu Xing, Riwei Jin, Imani Gilbert, Georges El Fakhri, Jamie Perry, Bradley P. Sutton, Jonghye Woo. miip 2023: [doi]

Noise-Robust Sleep Staging via Adversarial Training With an Auxiliary ModelChae Hwa Yoo, Xiaofeng Liu 0001, Fangxu Xing, Georges El Fakhri, Jonghye Woo, Je-Won Kang. tbe, 70(4):1252-1263, April 2023. [doi]

2022

Self-Semantic Contour Adaptation for Cross Modality Brain Tumor SegmentationXiaofeng Liu 0001, Fangxu Xing, Georges El Fakhri, Jonghye Woo. isbi 2022: 1-5 [doi]

Variational inference for quantifying inter-observer variability in segmentation of anatomical structuresXiaofeng Liu 0001, Fangxu Xing, Thibault Marin, Georges El Fakhri, Jonghye Woo. miip 2022: [doi]

VoxelHop: Successive Subspace Learning for ALS Disease Classification Using Structural MRIXiaofeng Liu 0001, Fangxu Xing, Chao Yang 0011, Chung-Chieh Jay Kuo, Suma Babu, Georges El Fakhri, Thomas Jenkins, Jonghye Woo. titb, 26(3):1128-1139, 2022. [doi]

Tagged-MRI Sequence to Audio Synthesis via Self Residual Attention Guided Heterogeneous TranslatorXiaofeng Liu 0001, Fangxu Xing, Jerry L. Prince, Jiachen Zhuo, Maureen Stone, Georges El Fakhri, Jonghye Woo. miccai 2022: 376-386 [doi]

Structure-aware unsupervised tagged-to-cine MRI synthesis with self disentanglementXiaofeng Liu 0001, Fangxu Xing, Jerry L. Prince, Maureen Stone 0001, Georges El Fakhri, Jonghye Woo. miip 2022: [doi]

Cmri2spec: Cine MRI Sequence to Spectrogram Synthesis via A Pairwise Heterogeneous TranslatorXiaofeng Liu 0001, Fangxu Xing, Maureen Stone, Jerry L. Prince, Jangwon Kim, Georges El Fakhri, Jonghye Woo. icassp 2022: 1481-1485 [doi]

Unsupervised domain adaptation for segmentation with black-box source modelXiaofeng Liu 0001, Chaehwa Yoo, Fangxu Xing, C. C. Jay Kuo, Georges El Fakhri, Je-Won Kang, Jonghye Woo. miip 2022: [doi]

ACT: Semi-supervised Domain-Adaptive Medical Image Segmentation with Asymmetric Co-trainingXiaofeng Liu 0001, Fangxu Xing, Nadya Shusharina, Ruth Lim, C. C. Jay Kuo, Georges El Fakhri, Jonghye Woo. miccai 2022: 66-76 [doi]

Measuring strain in diffusion-weighted data using tagged magnetic resonance imagingFangxu Xing, Xiaofeng Liu 0001, Timothy G. Reese, Maureen Stone 0001, Van J. Wedeen, Jerry L. Prince, Georges El Fakhri, Jonghye Woo. miip 2022: [doi]

Brain MR Atlas Construction Using Symmetric Deep Neural InpaintingFangxu Xing, Xiaofeng Liu 0001, C. C. Jay Kuo, Georges El Fakhri, Jonghye Woo. titb, 26(7):3185-3196, 2022. [doi]

2021

Adapting Off-the-Shelf Source Segmenter for Target Medical Image SegmentationXiaofeng Liu 0001, Fangxu Xing, Chao Yang 0011, Georges El Fakhri, Jonghye Woo. miccai 2021: 549-559 [doi]

Adversarial Unsupervised Domain Adaptation with Conditional and Label Shift: Infer, Align and IterateXiaofeng Liu 0001, Zhenhua Guo 0001, Site Li, Fangxu Xing, Jane You, C. C. Jay Kuo, Georges El Fakhri, Jonghye Woo. iccv 2021: 10347-10356 [doi]

Segmentation of Cardiac Structures via Successive Subspace Learning with Saab Transform from Cine MRIXiaofeng Liu 0001, Fangxu Xing, Hanna K. Gaggin, Weichung Wang, C. C. Jay Kuo, Georges El Fakhri, Jonghye Woo. embc 2021: 3535-3538 [doi]

High-Resolution Label-Free Molecular Imaging of Brain TumorRong Guo, Chao Ma 0018, Yudu Li, YiBo Zhao, Tianyao Wang, Yao Li, Georges El Fakhri, Zhi-Pei Liang. embc 2021: 3049-3052 [doi]

A Unified Conditional Disentanglement Framework For Multimodal Brain Mr Image TranslationXiaofeng Liu, Fangxu Xing, Georges El Fakhri, Jonghye Woo. isbi 2021: 10-14 [doi]

Generative Self-training for Cross-Domain Unsupervised Tagged-to-Cine MRI SynthesisXiaofeng Liu, Fangxu Xing, Maureen Stone, Jiachen Zhuo, Timothy G. Reese, Jerry L. Prince, Georges El Fakhri, Jonghye Woo. miccai 2021: 138-148 [doi]

Dual-Cycle Constrained Bijective Vae-Gan For Tagged-To-Cine Magnetic Resonance Image SynthesisXiaofeng Liu, Fangxu Xing, Jerry L. Prince, Aaron Carass, Maureen Stone, Georges El Fakhri, Jonghye Woo. isbi 2021: 1448-1452 [doi]

Subtype-aware Unsupervised Domain Adaptation for Medical DiagnosisXiaofeng Liu, Xiongchang Liu, Bo Hu, Wenxuan Ji, Fangxu Xing, Jun Lu, Jane You, C. C. Jay Kuo, Georges El Fakhri, Jonghye Woo. AAAI 2021: 2189-2197 [doi]

Domain Generalization under Conditional and Label Shifts via Variational Bayesian InferenceXiaofeng Liu, Bo Hu, Linghao Jin, Xu Han, Fangxu Xing, Jinsong Ouyang, Jun Lu, Georges El Fakhri, Jonghye Woo. IJCAI 2021: 881-887 [doi]

A deep joint sparse non-negative matrix factorization framework for identifying the common and subject-specific functional units of tongue motion during speechJonghye Woo, Fangxu Xing, Jerry L. Prince, Maureen Stone, Arnold D. Gomez, Timothy G. Reese, Van J. Wedeen, Georges El Fakhri. mia, 72:102131, 2021. [doi]

Floor-of-the-mouth muscle function analysis using dynamic magnetic resonance imagingFangxu Xing, Maureen Stone 0001, Jerry L. Prince, Xiaofeng Liu 0001, Georges El Fakhri, Jonghye Woo. miip 2021: [doi]

2020

Severity-Aware Semantic Segmentation With Reinforced Wasserstein TrainingXiaofeng Liu 0001, Wenxuan Ji, Jane You, Georges El Fakhri, Jonghye Woo. cvpr 2020: 12563-12572 [doi]

Symmetric-Constrained Irregular Structure Inpainting for Brain MRI Registration with Tumor PathologyXiaofeng Liu, Fangxu Xing, Chao Yang 0011, C. C. Jay Kuo, Georges El Fakhri, Jonghye Woo. brainles-ws 2021: 80-91 [doi]

PET imaging of neurotransmission using direct parametric reconstructionYoann Petibon, Nathaniel M. Alpert, Jinsong Ouyang, Diego A. Pizzagalli, Cristina Cusin, Maurizio Fava, Georges El Fakhri, Marc D. Normandin. neuroimage, 221:117154, 2020. [doi]

Identifying the common and subject-specific functional units of speech movements via a joint sparse non-negative matrix factorization frameworkJonghye Woo, Fangxu Xing, Jerry L. Prince, Maureen Stone, Timothy G. Reese, Van J. Wedeen, Georges El Fakhri. miip 2020: [doi]

2019

Iterative PET Image Reconstruction Using Convolutional Neural Network RepresentationKuang Gong, Jiahui Guan, Kyung Sang Kim, Xuezhu Zhang, Jaewon Yang, Youngho Seo, Georges El Fakhri, Jinyi Qi, Quanzheng Li. tmi, 38(3):675-685, 2019. [doi]

Free-Breathing Three-Dimensional T1 Mapping of the Heart Using Subspace-Based Data Acquisition and Image ReconstructionPaul K. Han, Debra E. Horng, Thibault Marin, Yoann Petibon, Jinsong Ouyang, Georges El Fakhri, Chao Ma. embc 2019: 4008-4011 [doi]

Graph Convolutional Neural Networks For Alzheimer's Disease ClassificationTzu-An Song, Samadrita Roy Chowdhury, Fan Yang, Heidi I. L. Jacobs, Georges El Fakhri, Quanzheng Li, Keith A. Johnson, Joyita Dutta. isbi 2019: 414-417 [doi]

PET Image Deblurring and Super-Resolution With an MR-Based Joint Entropy PriorTzu-An Song, Fan Yang, Samadrita Roy Chowdhury, Kyung Sang Kim, Keith A. Johnson, Georges El Fakhri, Quanzheng Li, Joyita Dutta. tci, 5(4):530-539, 2019. [doi]

A Sparse Non-Negative Matrix Factorization Framework for Identifying Functional Units of Tongue Behavior From MRIJonghye 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. tmi, 38(3):730-740, 2019. [doi]

Speech Map: a statistical multimodal atlas of 4D tongue motion during speech from tagged and cine MR imagesJonghye Woo, Fangxu Xing, Maureen Stone, Jordan R. Green, Timothy G. Reese, Thomas J. Brady, Van J. Wedeen, Jerry L. Prince, Georges El Fakhri. cmbbeiv, 7(4):361-373, 2019. [doi]

2018

Subject-specific brain tumor growth modelling via an efficient Bayesian inference frameworkYongjin Chang, Gregory C. Sharp, Quanzheng Li, Helen A. Shih, Georges El Fakhri, Jong Beom Ra, Jonghye Woo. miip 2018: [doi]

Deep networks in identifying CT brain hemorrhageAbdulkader Helwan, Georges El Fakhri, Hadi Sasani, Dilber Uzun Ozsahin. jifs, 35(2):2215-2228, 2018. [doi]

Penalized PET Reconstruction Using Deep Learning Prior and Local Linear FittingKyung Sang Kim, Dufan Wu, Kuang Gong, Joyita Dutta, Jong-Hoon Kim, Young-Don Son, Hang-Keun Kim, Georges El Fakhri, Quanzheng Li. tmi, 37(6):1478-1487, 2018. [doi]

End-to-End Lung Nodule Detection in Computed TomographyDufan Wu, Kyung Sang Kim, Bin Dong, Georges El Fakhri, Quanzheng Li. miccai 2018: 37-45 [doi]

Strain map of the tongue in normal and ALS speech patterns from tagged and diffusion MRIFangxu Xing, Jerry L. Prince, Maureen Stone, Timothy G. Reese, Nazem Atassi, Van J. Wedeen, Georges El Fakhri, Jonghye Woo. miip 2018: 1057411 [doi]

2017

Guest Editorial Low-Dose CT: What Has Been Done, and What Challenges Remain?Jerome Zhengrong Liang, Patrick J. La Rivière, Georges El Fakhri, Stephen J. Glick, Jeffrey H. Siewerdsen. tmi, 36(12):2409-2416, 2017. [doi]

Image deblurring using a joint entropy prior in x-ray luminescence computed tomographyChang Su, Joyita Dutta, Hui Zhang, Georges El Fakhri, Quanzheng Li. mibam 2017: 1013706 [doi]

Speaker-Specific Biomechanical Model-Based Investigation of a Simple Speech Task Based on Tagged-MRIKeyi Tang, Negar M. Harandi, Jonghye Woo, Georges El Fakhri, Maureen Stone, Sidney Fels. interspeech 2017: 2282-2286 [doi]

Iterative Low-Dose CT Reconstruction With Priors Trained by Artificial Neural NetworkDufan Wu, Kyung Sang Kim, Georges El Fakhri, Quanzheng Li. tmi, 36(12):2479-2486, 2017. [doi]

A four-dimensional motion field atlas of the tongue from tagged and cine magnetic resonance imagingFangxu Xing, Jerry L. Prince, Maureen Stone, Van J. Wedeen, Georges El Fakhri, Jonghye Woo. miip 2017: [doi]

2016

Localizing Sources of Brain Disease Progression with Network Diffusion ModelChenhui Hu, Xue Hua, Jun Ying, Paul M. Thompson, Georges El Fakhri, Quanzheng Li. jstsp, 10(7):1214-1225, 2016. [doi]

Matched signal detection on graphs: Theory and application to brain imaging data classificationChenhui Hu, Jorge Sepulcre, Keith A. Johnson, Georges El Fakhri, Yue M. Lu, Quanzheng Li. neuroimage, 125:587-600, 2016. [doi]

2015

2014

Erratum: Evaluating Structural Symmetry of Weighted Brain Networks via Graph MatchingChenhui Hu, Georges El Fakhri, Quanzheng Li. miccai 2014: [doi]

Inferring Sources of Dementia Progression with Network Diffusion ModelChenhui Hu, Xue Hua, Paul M. Thompson, Georges El Fakhri, Quanzheng Li. miccai 2014: 42-49 [doi]

Evaluating Structural Symmetry of Weighted Brain Networks via Graph MatchingChenhui Hu, Georges El Fakhri, Quanzheng Li. miccai 2014: 733-740 [doi]

Motion compensation for brain PET imaging using wireless MR active markers in simultaneous PET-MR: Phantom and non-human primate studiesChuan Huang, Jerome L. Ackerman, Yoann Petibon, Marc D. Normandin, Thomas J. Brady, Georges El Fakhri, Jinsong Ouyang. neuroimage, 91:129-137, 2014. [doi]

TOF-PET ordered subset reconstruction using non-uniform separable quadratic surrogates algorithmKyung Sang Kim, Jong Chul Ye, Li Cheng, Kui Ying, Georges El Fakhri, Quanzheng Li. isbi 2014: 963-966 [doi]

2013

2012

11C-Altropane PETYu-Hua Dean Fang, Georges El Fakhri, John A. Becker, Nathaniel M. Alpert. neuroimage, 61(1):131-138, 2012. [doi]

2011

Novel Scatter Compensation of List-Mode PET Data Using Spatial and Energy Dependent CorrectionsBrigitte Guérin, Georges El Fakhri. tmi, 30(3):759-773, 2011. [doi]

1999

The need to develop guidelines for the evaluation of medical image processing proceduresIrène Buvat, Virginie Chameroy, Florent Aubry, Mélanie Pélégrini, Georges El Fakhri, Celine Huguenin, Habib Benali, Andrew Todd-Pokropek, Robert Di Paola. miip 1999: [doi]

1998

Evaluation of scatter correction methods using Monte Carlo simulation in nonuniform mediaGeorges El Fakhri, Philippe Maksud, André Aurengo. miip 1998: [doi]

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