MedGAN: Medical Image Translation using GANs. - Karim Armanious; Chenming Yang; Marc Fischer 003; Thomas Küstner; Konstantin Nikolaou; Sergios Gatidis; Bin Yang 009 (CoRR, 2018)

Towards Adversarial Denoising of Radar Micro-Doppler Signatures. - Karim Armanious; Sherif Abdulatif; Fady Aziz; Bernhard Kleiner; Bin Yang 009 (CoRR, 2018)

A Study of Human Body Characteristics Effect on Micro-Doppler-Based Person Identification using Deep Learning. - Sherif Abdulatif; Fady Aziz; Karim Armanious; Bernhard Kleiner; Bin Yang 009; Urs Schneider (CoRR, 2018)

An Adversarial Super-Resolution Remedy for Radar Design Trade-offs. - Karim Armanious; Sherif Abdulatif; Fady Aziz; Urs Schneider; Bin Yang 009 (EUSIPCO, 2019)

Unsupervised Medical Image Translation Using Cycle-MedGAN. - Karim Armanious; Chenming Jiang; Sherif Abdulatif; Thomas Küstner; Sergios Gatidis; Bin Yang 009 (EUSIPCO, 2019)

Volumetric Surface-guided Graph-based Segmentation of Cardiac Adipose Tissues on Fat-Water MR Images. - Faezeh Fallah; Karim Armanious; Bin Yang 009; Fabian Bamberg (EUSIPCO, 2019)

Spatial and Hierarchical Riemannian Dimensionality Reduction and Dictionary Learning for Segmenting Multichannel Images. - Faezeh Fallah; Karim Armanious; Bin Yang 009; Fabian Bamberg (EUSIPCO, 2019)

Prediction of FDG uptake in Lung Tumors from CT Images Using Generative Adversarial Networks. - Annika Liebgott; Darius Hinderer; Karim Armanious; Alexander Bartler; Konstantin Nikolaou; Sergios Gatidis; Bin Yang 009 (EUSIPCO, 2019)

Adversarial Inpainting of Medical Image Modalities. - Karim Armanious; Youssef Mecky; Sergios Gatidis; Bin Yang 009 (ICASSP, 2019)

Retrospective Correction Of Rigid And Non-Rigid MR Motion Artifacts Using Gans. - Karim Armanious; Sergios Gatidis; Konstantin Nikolaou; Bin Yang 009; Thomas Kustner (ISBI, 2019)

Organ-based Age Estimation based on 3D MRI Scans. - Karim Armanious; Sherif Abdulatif; Anish Rao Bhaktharaguttu; Thomas Küstner; Tobias Hepp 002; Sergios Gatidis; Bin Yang 009 (CoRR, 2019)

ipA-MedGAN: Inpainting of Arbitrarily Regions in Medical Modalities. - Karim Armanious; Vijeth Kumar; Sherif Abdulatif; Tobias Hepp 002; Sergios Gatidis; Bin Yang 009 (CoRR, 2019)

Perceptual Speech Enhancement via Generative Adversarial Networks. - Sherif Abdulatif; Karim Armanious; Karim Guirguis; Jayasankar T. Sajeev; Bin Yang 009 (CoRR, 2019)

AeGAN: Time-Frequency Speech Denoising via Generative Adversarial Networks. - Sherif Abdulatif; Karim Armanious; Karim Guirguis; Jayasankar T. Sajeev; Bin Yang 009 (EUSIPCO, 2020)

Organ-Based Chronological Age Estimation Based on 3D MRI Scans. - Karim Armanious; Sherif Abdulatif; Anish Rao Bhaktharaguttu; Thomas Küstner; Tobias Hepp 002; Sergios Gatidis; Bin Yang 009 (EUSIPCO, 2020)

ipA-MedGAN: Inpainting of Arbitrary Regions in Medical Imaging. - Karim Armanious; Vijeth Kumar; Sherif Abdulatif; Tobias Hepp 002; Sergios Gatidis; Bin Yang 009 (ICIP, 2020)

Unsupervised Adversarial Correction of Rigid MR Motion Artifacts. - Karim Armanious; Aastha Tanwar; Sherif Abdulatif; Thomas Küstner; Sergios Gatidis; Bin Yang 009 (ISBI, 2020)

MedGAN: Medical image translation using GANs. - Karim Armanious; Chenming Jiang; Marc Fischer 003; Thomas Küstner; Tobias Hepp 002; Konstantin Nikolaou; Sergios Gatidis; Bin Yang 009 (Comput. Medical Imaging Graph., 2020)

Age-Net: An MRI-Based Iterative Framework for Biological Age Estimation. - Karim Armanious; Sherif Abdulatif; Wenbin Shi; Shashank Salian; Thomas Küstner; Daniel Weiskopf; Tobias Hepp 002; Sergios Gatidis; Bin Yang 009 (CoRR, 2020)

Interference-Aware Cognitive Radar: A Remedy to the Automotive Interference Problem. - Gor Hakobyan; Karim Armanious; Bin Yang 009 (IEEE Trans. Aerosp. Electron. Syst., 2020)

Investigating Cross-Domain Losses for Speech Enhancement. - Sherif Abdulatif; Karim Armanious; Jayasankar T. Sajeev; Karim Guirguis; Bin Yang 009 (EUSIPCO, 2021)

SLPC: A VRNN-based approach for stochastic lidar prediction and completion in autonomous driving. - George Eskandar; Alexander Braun; Martin Meinke; Karim Armanious; Bin Yang 009 (EUSIPCO, 2021)

Uncertainty-Based Biological Age Estimation of Brain MRI Scans. - Karim Armanious; Sherif Abdulatif; Wenbin Shi; Tobias Hepp 002; Sergios Gatidis; Bin Yang 009 (ICASSP, 2021)

Uncertainty estimation and explainability in deep learning-based age estimation of the human brain: Results from the German National Cohort MRI study. - Tobias Hepp 002; Dominik Blum; Karim Armanious; Bernhard Schölkopf; Darko Stern; Bin Yang 009; Sergios Gatidis (Comput. Medical Imaging Graph., 2021)

Age-Net: An MRI-Based Iterative Framework for Brain Biological Age Estimation. - Karim Armanious; Sherif Abdulatif; Wenbin Shi; Shashank Salian; Thomas Küstner; Daniel Weiskopf; Tobias Hepp 002; Sergios Gatidis; Bin Yang 009 (IEEE Trans. Medical Imaging, 2021)

Wavelet-Based Unsupervised Label-to-Image Translation. - George Eskandar; Mohamed Abdelsamad; Karim Armanious; Shuai Zhang; Bin Yang 009 (ICASSP, 2022)

Generative adversarial networks and deep learning for medical image analysis. - Karim Armanious (2022)

USIS: Unsupervised Semantic Image Synthesis. - George Eskandar; Mohamed Abdelsamad; Karim Armanious; Bin Yang 009 (Comput. Graph., 2023)

Bosch Street Dataset: A Multi-Modal Dataset with Imaging Radar for Automated Driving. - Karim Armanious; Maurice Quach; Michael Ulrich; Timo Winterling; Johannes Friesen; Sascha Braun; Daniel Jenet; Yuri Feldman; Eitan Kosman; Philipp Rapp; Volker Fischer 003; Marc Sons; et al. (CoRR, 2024)