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

[BibT_eX]

[DOI]

Tobias Hepp

Dominik Blum

Comput. Medical Imaging Graph., 2021

Uncertainty-Based Biological Age Estimation of Brain MRI Scans.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

SLPC: A VRNN-based approach for stochastic lidar prediction and completion in autonomous driving.

[BibT_eX]

[DOI]

Proceedings of the 29th European Signal Processing Conference, 2021

Investigating Cross-Domain Losses for Speech Enhancement.

[BibT_eX]

[DOI]

Proceedings of the 29th European Signal Processing Conference, 2021

2020

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

[BibT_eX]

[DOI]

Gor Hakobyan

Karim Armanious

Bin Yang

IEEE Trans. Aerosp. Electron. Syst., 2020

Age-Net: An MRI-Based Iterative Framework for Biological Age Estimation.

[BibT_eX]

[DOI]

CoRR, 2020

MedGAN: Medical image translation using GANs.

[BibT_eX]

[DOI]

Comput. Medical Imaging Graph., 2020

Unsupervised Adversarial Correction of Rigid MR Motion Artifacts.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

ipA-MedGAN: Inpainting of Arbitrary Regions in Medical Imaging.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

Organ-Based Chronological Age Estimation Based on 3D MRI Scans.

[BibT_eX]

[DOI]

Karim Armanious

Sherif Abdulatif

Anish Rao Bhaktharaguttu

Proceedings of the 28th European Signal Processing Conference, 2020

AeGAN: Time-Frequency Speech Denoising via Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the 28th European Signal Processing Conference, 2020

2019

Perceptual Speech Enhancement via Generative Adversarial Networks.

[BibT_eX]

[DOI]

CoRR, 2019

ipA-MedGAN: Inpainting of Arbitrarily Regions in Medical Modalities.

[BibT_eX]

[DOI]

CoRR, 2019

Organ-based Age Estimation based on 3D MRI Scans.

[BibT_eX]

[DOI]

Karim Armanious

Sherif Abdulatif

Anish Rao Bhaktharaguttu

CoRR, 2019

Retrospective Correction Of Rigid And Non-Rigid MR Motion Artifacts Using Gans.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Adversarial Inpainting of Medical Image Modalities.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Prediction of FDG uptake in Lung Tumors from CT Images Using Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the 27th European Signal Processing Conference, 2019

Spatial and Hierarchical Riemannian Dimensionality Reduction and Dictionary Learning for Segmenting Multichannel Images.

[BibT_eX]

[DOI]

Proceedings of the 27th European Signal Processing Conference, 2019

Volumetric Surface-guided Graph-based Segmentation of Cardiac Adipose Tissues on Fat-Water MR Images.

[BibT_eX]

[DOI]

Proceedings of the 27th European Signal Processing Conference, 2019

Unsupervised Medical Image Translation Using Cycle-MedGAN.

[BibT_eX]

[DOI]

Proceedings of the 27th European Signal Processing Conference, 2019

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

[BibT_eX]

[DOI]

Proceedings of the 27th European Signal Processing Conference, 2019

2018

A Study of Human Body Characteristics Effect on Micro-Doppler-Based Person Identification using Deep Learning.

[BibT_eX]

[DOI]

CoRR, 2018

Towards Adversarial Denoising of Radar Micro-Doppler Signatures.

[BibT_eX]

[DOI]

CoRR, 2018

MedGAN: Medical Image Translation using GANs.

[BibT_eX]

[DOI]

CoRR, 2018

Karim Armanious

Timeline

Legend:

Links

On csauthors.net:

Bibliography

Loading...