Georges El Fakhri

Orcid: 0000-0002-9005-6993

Affiliations:
  • Harvard Medical School, Gordon Center for Medical Imaging, Boston, MA, USA


According to our database1, Georges El Fakhri authored at least 87 papers between 1998 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Awards

IEEE Fellow

IEEE Fellow 2016, "For contributions to biological imaging".

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2024
Subtype-Aware Dynamic Unsupervised Domain Adaptation.
IEEE Trans. Neural Networks Learn. Syst., February, 2024

Speech motion anomaly detection via cross-modal translation of 4D motion fields from tagged MRI.
CoRR, 2024

Treatment-wise Glioblastoma Survival Inference with Multi-parametric Preoperative MRI.
CoRR, 2024

Disentangled Multimodal Brain MR Image Translation via Transformer-based Modality Infuser.
CoRR, 2024

2023
Attentive continuous generative self-training for unsupervised domain adaptive medical image translation.
Medical Image Anal., August, 2023

Super-resolution in brain positron emission tomography using a real-time motion capture system.
NeuroImage, May, 2023

Noise-Robust Sleep Staging via Adversarial Training With an Auxiliary Model.
IEEE Trans. Biomed. Eng., April, 2023

Manifold Learning via Linear Tangent Space Alignment (LTSA) for Accelerated Dynamic MRI With Sparse Sampling.
IEEE Trans. Medical Imaging, 2023

Memory consistent unsupervised off-the-shelf model adaptation for source-relaxed medical image segmentation.
Medical Image Anal., 2023

Posterior Estimation for Dynamic PET imaging using Conditional Variational Inference.
CoRR, 2023

TauPETGen: Text-Conditional Tau PET Image Synthesis Based on Latent Diffusion Models.
CoRR, 2023

Posterior Estimation Using Deep Learning: A Simulation Study of Compartmental Modeling in Dynamic PET.
CoRR, 2023

Quantifying velopharyngeal motion variation in speech sound production using an audio-informed dynamic MRI atlas.
Proceedings of the Medical Imaging 2023: Image Processing, 2023

Synthesizing audio from tongue motion during speech using tagged MRI via transformer.
Proceedings of the Medical Imaging 2023: Image Processing, 2023

Speech Audio Synthesis from Tagged MRI and Non-negative Matrix Factorization via Plastic Transformer.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Incremental Learning for Heterogeneous Structure Segmentation in Brain Tumor MRI.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Self-Supervised Domain Adaptive Segmentation of Breast Cancer via Test-Time Fine-Tuning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Outlier Robust Disease Classification via Stochastic Confidence Network.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops, 2023

Fine-Tuning Network in Federated Learning for Personalized Skin Diagnosis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Successive Subspace Learning for Cardiac Disease Classification with Two-Phase Deformation Fields from Cine MRI.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022
Brain MR Atlas Construction Using Symmetric Deep Neural Inpainting.
IEEE J. Biomed. Health Informatics, 2022

VoxelHop: Successive Subspace Learning for ALS Disease Classification Using Structural MRI.
IEEE J. Biomed. Health Informatics, 2022

PET image denoising based on denoising diffusion probabilistic models.
CoRR, 2022

Unsupervised Domain Adaptation for Segmentation with Black-box Source Model.
CoRR, 2022

Subtype-Aware Dynamic Unsupervised Domain Adaptation.
CoRR, 2022

Deep Unsupervised Domain Adaptation: A Review of Recent Advances and Perspectives.
CoRR, 2022

Measuring strain in diffusion-weighted data using tagged magnetic resonance imaging.
Proceedings of the Medical Imaging 2022: Image Processing, 2022

Unsupervised domain adaptation for segmentation with black-box source model.
Proceedings of the Medical Imaging 2022: Image Processing, 2022

Structure-aware unsupervised tagged-to-cine MRI synthesis with self disentanglement.
Proceedings of the Medical Imaging 2022: Image Processing, 2022

Variational inference for quantifying inter-observer variability in segmentation of anatomical structures.
Proceedings of the Medical Imaging 2022: Image Processing, 2022

ACT: Semi-supervised Domain-Adaptive Medical Image Segmentation with Asymmetric Co-training.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Tagged-MRI Sequence to Audio Synthesis via Self Residual Attention Guided Heterogeneous Translator.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Self-Semantic Contour Adaptation for Cross Modality Brain Tumor Segmentation.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Cmri2spec: Cine MRI Sequence to Spectrogram Synthesis via A Pairwise Heterogeneous Translator.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
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., 2021

Floor-of-the-mouth muscle function analysis using dynamic magnetic resonance imaging.
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

Adapting Off-the-Shelf Source Segmenter for Target Medical Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Generative Self-training for Cross-Domain Unsupervised Tagged-to-Cine MRI Synthesis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Dual-Cycle Constrained Bijective Vae-Gan For Tagged-To-Cine Magnetic Resonance Image Synthesis.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

A Unified Conditional Disentanglement Framework For Multimodal Brain Mr Image Translation.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Domain Generalization under Conditional and Label Shifts via Variational Bayesian Inference.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Adversarial Unsupervised Domain Adaptation with Conditional and Label Shift: Infer, Align and Iterate.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Segmentation of Cardiac Structures via Successive Subspace Learning with Saab Transform from Cine MRI.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

High-Resolution Label-Free Molecular Imaging of Brain Tumor.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Subtype-aware Unsupervised Domain Adaptation for Medical Diagnosis.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
PET imaging of neurotransmission using direct parametric reconstruction.
NeuroImage, 2020

Identifying the common and subject-specific functional units of speech movements via a joint sparse non-negative matrix factorization framework.
Proceedings of the Medical Imaging 2020: Image Processing, 2020

Severity-Aware Semantic Segmentation With Reinforced Wasserstein Training.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Symmetric-Constrained Irregular Structure Inpainting for Brain MRI Registration with Tumor Pathology.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2020

2019
A Sparse Non-Negative Matrix Factorization Framework for Identifying Functional Units of Tongue Behavior From MRI.
IEEE Trans. Medical Imaging, 2019

Iterative PET Image Reconstruction Using Convolutional Neural Network Representation.
IEEE Trans. Medical Imaging, 2019

PET Image Deblurring and Super-Resolution With an MR-Based Joint Entropy Prior.
IEEE Trans. Computational Imaging, 2019

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., 2019

Graph Convolutional Neural Networks For Alzheimer's Disease Classification.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Free-Breathing Three-Dimensional T1 Mapping of the Heart Using Subspace-Based Data Acquisition and Image Reconstruction.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018
Penalized PET Reconstruction Using Deep Learning Prior and Local Linear Fitting.
IEEE Trans. Medical Imaging, 2018

Deep networks in identifying CT brain hemorrhage.
J. Intell. Fuzzy Syst., 2018

Strain map of the tongue in normal and ALS speech patterns from tagged and diffusion MRI.
Proceedings of the Medical Imaging 2018: Image Processing, 2018

Subject-specific brain tumor growth modelling via an efficient Bayesian inference framework.
Proceedings of the Medical Imaging 2018: Image Processing, 2018

End-to-End Lung Nodule Detection in Computed Tomography.
Proceedings of the Machine Learning in Medical Imaging - 9th International Workshop, 2018

2017
Iterative Low-Dose CT Reconstruction With Priors Trained by Artificial Neural Network.
IEEE Trans. Medical Imaging, 2017

Guest Editorial Low-Dose CT: What Has Been Done, and What Challenges Remain?
IEEE Trans. Medical Imaging, 2017

Attenuation Correction for Brain PET imaging using Deep Neural Network based on Dixon and ZTE MR images.
CoRR, 2017

Iterative PET Image Reconstruction Using Convolutional Neural Network Representation.
CoRR, 2017

A Cascaded Convolutional Nerual Network for X-ray Low-dose CT Image Denoising.
CoRR, 2017

A four-dimensional motion field atlas of the tongue from tagged and cine magnetic resonance imaging.
Proceedings of the Medical Imaging 2017: Image Processing, 2017

Image deblurring using a joint entropy prior in x-ray luminescence computed tomography.
Proceedings of the Medical Imaging 2017: Biomedical Applications in Molecular, 2017

Speaker-Specific Biomechanical Model-Based Investigation of a Simple Speech Task Based on Tagged-MRI.
Proceedings of the Interspeech 2017, 2017

2016
Matched signal detection on graphs: Theory and application to brain imaging data classification.
NeuroImage, 2016

Localizing Sources of Brain Disease Progression with Network Diffusion Model.
IEEE J. Sel. Top. Signal Process., 2016

2015
Spectral CT Using Multiple Balanced K-Edge Filters.
IEEE Trans. Medical Imaging, 2015

Sparse-View Spectral CT Reconstruction Using Spectral Patch-Based Low-Rank Penalty.
IEEE Trans. Medical Imaging, 2015

PET point spread function modeling and image deblurring using a PET/MRI joint entropy prior.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Retrospective data-driven respiratory gating for PET using TOF information.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Motion compensation for brain PET imaging using wireless MR active markers in simultaneous PET-MR: Phantom and non-human primate studies.
NeuroImage, 2014

Inferring Sources of Dementia Progression with Network Diffusion Model.
Proceedings of the Machine Learning in Medical Imaging - 5th International Workshop, 2014

Erratum: Evaluating Structural Symmetry of Weighted Brain Networks via Graph Matching.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Evaluating Structural Symmetry of Weighted Brain Networks via Graph Matching.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

TOF-PET ordered subset reconstruction using non-uniform separable quadratic surrogates algorithm.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2013
A graph theoretical regression model for brain connectivity learning of Alzheimer'S disease.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Respiratory motion compensation in simultaneous PET/MR using a maximum a posteriori approach.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Matched Signal Detection on Graphs: Theory and Application to Brain Network Classification.
Proceedings of the Information Processing in Medical Imaging, 2013

2012
Parametric imaging with Bayesian priors: A validation study with <sup>11</sup>C-Altropane PET.
NeuroImage, 2012

2011
Novel Scatter Compensation of List-Mode PET Data Using Spatial and Energy Dependent Corrections.
IEEE Trans. Medical Imaging, 2011

2005
Collimator optimization for detection and quantitation tasks: application to gallium-67 imaging.
IEEE Trans. Medical Imaging, 2005

1999
The need to develop guidelines for the evaluation of medical image processing procedures.
Proceedings of the Medical Imaging 1999: Image Processing, 1999

1998
Evaluation of scatter correction methods using Monte Carlo simulation in nonuniform media.
Proceedings of the Medical Imaging 1998: Image Processing, 1998


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