Retrospective correction of motion‐affected MR images using deep learning frameworks

Thomas Küstner, Karim Armanious, Jiahuan Yang, +3

Magnetic Resonance in Medicine

Unsupervised Medical Image Translation Using Cycle-MedGAN

Karim Armanious, Chenming Jiang, Sherif Abdulatif, +3

EngineeringMachine LearningImage-to-image TranslationUnsupervised Translation FrameworksImage Analysis +17

Adversarial Inpainting of Medical Image Modalities

Karim Armanious, Youssef Mecky, Sergios Gatidis, +1

Numerous FactorsEngineeringMachine LearningImage AnalysisGenerative Model +15

Independent attenuation correction of whole body [18F]FDG-PET using a deep learning approach with Generative Adversarial Networks

Karim Armanious, Tobias Hepp, Thomas Küstner, +5

EJNMMI Research

Uncertainty estimation and explainability in deep learning-based age estimation of the human brain: Results from the German National Cohort MRI study

Tobias Hepp, Dominik Blum, Karim Armanious, +4

Computerized Medical Imaging and Graphics

AgingBrain DevelopmentDevelopmental Cognitive NeuroscienceBrain MappingLongitudinal Neuroimaging +21

Independent brain ¹⁸F-FDG PET attenuation correction using a deep learning approach with Generative Adversarial Networks.

Karim Armanious, Thomas Küstner, Matthias Reimold, +4

PubMed

Interference-Aware Cognitive Radar: A Remedy to the Automotive Interference Problem

Gor Hakobyan, Karim Armanious, Bin Yang

IEEE Transactions on Aerospace and Electronic Systems

RadarInterference-aware Cognitive RadarCognitive Radio Resource ManagementOfdm Radar PrototypeEngineering +12

An Adversarial Super-Resolution Remedy for Radar Design Trade-offs

Karim Armanious, Sherif Abdulatif, Fady Aziz, +2

RadarImage AnalysisMachine VisionEngineeringSynthetic Aperture Radar +13

Unsupervised Adversarial Correction of Rigid MR Motion Artifacts

Karim Armanious, Aastha Tanwar, Sherif Abdulatif, +3

EngineeringMachine LearningAutoencodersMagnetic ResonanceImage Analysis +19

AeGAN: Time-Frequency Speech Denoising via Generative Adversarial Networks

Sherif Abdulatif, Karim Armanious, Karim Guirguis, +2

EngineeringMachine LearningSpeech EnhancementSpeech RecognitionNoise +15