Concepedia

Karim Armanious

KA

13

Publications

584

Citations

11

H-Index

2019

Active since

Affiliations

University of Stuttgart(Current)

University of Tübingen

King's College London

Fraunhofer Institute for Manufacturing Engineering and Automation

Max Planck Institute for Intelligent Systems

Karim Armanious is an author at University of Stuttgart specializing in engineering, deep learning, and image analysis.

Top concepts

EngineeringDeep LearningImage AnalysisComputer VisionMachine VisionMachine LearningSignal ProcessingMedical Image ComputingSynthetic Image GenerationRadar

Publications per year

2019–2023

13

Publications

13

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

Thomas Küstner, Karim Armanious, Jiahuan Yang et al. · Magnetic Resonance in Medicine · 2019 · 128 citations

Unsupervised Medical Image Translation Using Cycle-MedGAN

Karim Armanious, Chenming Jiang, Sherif Abdulatif et al. · 2019 · 103 citations · Full text

Engineering, Machine Learning, Image-to-image Translation +19

Adversarial Inpainting of Medical Image Modalities

Karim Armanious, Youssef Mecky, Sergios Gatidis et al. · 2019 · 65 citations · Full text

Numerous Factors, Engineering, Machine Learning +17

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

Karim Armanious, Tobias Hepp, Thomas Küstner et al. · EJNMMI Research · 2020 · 64 citations · Full text

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 et al. · Computerized Medical Imaging and Graphics · 2021 · 39 citations · Full text

Aging, Brain Development, Developmental Cognitive Neuroscience +23

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