Georges El Fakhri
Orcid: 0000-0002-9005-6993Affiliations:
- Harvard Medical School, Gordon Center for Medical Imaging, Boston, MA, USA
According to our database1,
Georges El Fakhri
authored at least 95 papers
between 1998 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2016, "For contributions to biological imaging".
Timeline
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Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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on orcid.org
On csauthors.net:
Bibliography
2024
IEEE Trans. Neural Networks Learn. Syst., February, 2024
Inspiring the Next Generation of Segment Anything Models: Comprehensively Evaluate SAM and SAM 2 with Diverse Prompts Towards Context-Dependent Concepts under Different Scenes.
CoRR, 2024
Label-Efficient 3D Brain Segmentation via Complementary 2D Diffusion Models with Orthogonal Views.
CoRR, 2024
Nuclear Medicine Artificial Intelligence in Action: The Bethesda Report (AI Summit 2024).
CoRR, 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
Sparsity Constrained Linear Tangent Space Alignment Model (LTSA) for 3d Cardiac Extracellular Volume Mapping.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Exploring Backdoor Attacks in Off-the-Shelf Unsupervised Domain Adaptation for Securing Cardiac MRI-Based Diagnosis.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Diffusion Model-Based Posterior Distribution Prediction for Kinetic Parameter Estimation in Dynamic PET.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 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
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
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
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops, 2023
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
Motor Control Similarity Between Speakers Saying "A Souk" Using Inverse Atlas Tongue Modeling.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023
2022
IEEE J. Biomed. Health Informatics, 2022
VoxelHop: Successive Subspace Learning for ALS Disease Classification Using Structural MRI.
IEEE J. Biomed. Health Informatics, 2022
CoRR, 2022
CoRR, 2022
Proceedings of the Medical Imaging 2022: Image Processing, 2022
Proceedings of the Medical Imaging 2022: Image Processing, 2022
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
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
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
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
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
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
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
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
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
IEEE Trans. Medical Imaging, 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
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
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
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 18th Annual Conference of the International Speech Communication Association, 2017
2016
Matched signal detection on graphs: Theory and application to brain imaging data classification.
NeuroImage, 2016
IEEE J. Sel. Top. Signal Process., 2016
2015
IEEE Trans. Medical Imaging, 2015
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
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
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
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