Georges El Fakhri, PhD, DABR
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Appointments
Radiology & Biomedical Imaging
Fully Joint
Biomedical Informatics & Data Science
Fully Joint
Titles
Director, PET Center
Contact Info
Radiology & Biomedical Imaging
330 Cedar ST, P.O. Box 208042
New Haven, CT 06520
United States
Appointments
Radiology & Biomedical Imaging
Fully Joint
Biomedical Informatics & Data Science
Fully Joint
Titles
Director, PET Center
Contact Info
Radiology & Biomedical Imaging
330 Cedar ST, P.O. Box 208042
New Haven, CT 06520
United States
Appointments
Radiology & Biomedical Imaging
Fully Joint
Biomedical Informatics & Data Science
Fully Joint
Titles
Director, PET Center
Contact Info
Radiology & Biomedical Imaging
330 Cedar ST, P.O. Box 208042
New Haven, CT 06520
United States
About
Titles
Elizabeth Mears and House Jameson Professor of Radiology and Biomedical Imaging and of Biomedical Informatics & Data Science
Director, PET CenterAppointments
Radiology & Biomedical Imaging
ProfessorFully JointBiomedical Informatics & Data Science
ProfessorFully Joint
Other Departments & Organizations
- Bioimaging Sciences
- Biomedical Informatics & Data Science
- Center for Molecular Imaging Technology and Translation (CMITT)
- Positron Emission Tomography (PET)
- Radiology & Biomedical Imaging
Education & Training
- PhD
- University of Paris XI, Medical Physics
- MMSc
- University of Paris XI, Physiology, Neuroscience
- MSc
- University of Paris XI, Biomedical Engineering
- MSc
- University of Texas, Electrical & Computer Eng.
- ME
- Ecole Centrale, Electronics, Mechanics
Research
Research at a Glance
Yale Co-Authors
Frequent collaborators of Georges El Fakhri's published research.
Publications Timeline
A big-picture view of Georges El Fakhri's research output by year.
Xiaofeng Liu
2Publications
12Citations
Publications
Unsupervised domain adaptation for segmentation with black-box source model
Liu X, Yoo C, Xing F, Kuo C, El Fakhri G, Kang J, Woo J. Unsupervised domain adaptation for segmentation with black-box source model. Proceedings Of SPIE--the International Society For Optical Engineering 2022, 12032: 1203210-1203210-6. PMID: 35983176, PMCID: PMC9385170, DOI: 10.1117/12.2607895.Peer-Reviewed Original ResearchCitationsConceptsUnsupervised domain adaptationSource domainDomain adaptationTarget-specific representationsLabeled source domainUnlabeled target domainTarget domain dataWell-labeled dataKnowledge distillation schemeTrained model parametersModel adaptation approachOriginal source dataDifficulty of labelingTarget domainSegmentation modelDomain dataTransfer knowledgeEntropy minimizationAdaptive approachSource dataConventional solutionsPractical solutionDistillation schemePrivacyLarge-scaleStructure-aware unsupervised tagged-to-cine MRI synthesis with self disentanglement
Liu X, Xing F, Prince J, Stone M, El Fakhri G, Woo J. Structure-aware unsupervised tagged-to-cine MRI synthesis with self disentanglement. Proceedings Of SPIE--the International Society For Optical Engineering 2022, 12032: 120321q-120321q-7. PMID: 36203947, PMCID: PMC9533681, DOI: 10.1117/12.2610655.Peer-Reviewed Original ResearchCitationsConceptsStructure feature extractorImage style transferSelf-training schemeStyle transferFeature extractorAdversarial gameSynthesized imagesInformation w.Superior performanceStructural consistencyTask-specificCycle reconstructionStructural encodingImagesDiscoGANCycleGANEncodingExtractorExtraction stepNetworkSchemeGameInput
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Contacts
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Mailing Address
Radiology & Biomedical Imaging
330 Cedar ST, P.O. Box 208042
New Haven, CT 06520
United States
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