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

Whole-Body Soft-Tissue Lesion Tracking and Segmentation in Longitudinal CT Imaging Studies.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany., 2021

Uncertainty-Guided Progressive GANs for Medical Image Translation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Automated Multi-Organ Segmentation in Pet Images Using Cascaded Training of a 3d U-Net and Convolutional Autoencoder.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Uncertainty-Based Biological Age Estimation of Brain MRI Scans.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

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

[BibT_eX]

[DOI]

CoRR, 2020

Fully Automated and Standardized Segmentation of Adipose Tissue Compartments by Deep Learning in Three-dimensional Whole-body MRI of Epidemiological Cohort Studies.

[BibT_eX]

[DOI]

CoRR, 2020

MedGAN: Medical image translation using GANs.

[BibT_eX]

[DOI]

Comput. Medical Imaging Graph., 2020

Bayesian Neural Networks for Uncertainty Estimation of Imaging Biomarkers.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 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

Feature-based Response Prediction to Immunotherapy of late-stage Melanoma Patients Using PET/MR Imaging.

[BibT_eX]

[DOI]

Proceedings of the 28th European Signal Processing Conference, 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

Deep-learning based motion-corrected image reconstruction in 4D magnetic resonance imaging of the body trunk.

[BibT_eX]

[DOI]

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2020

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

Unsupervised Medical Image Translation Using Cycle-MedGAN.

[BibT_eX]

[DOI]

Proceedings of the 27th European Signal Processing Conference, 2019

2018

A Machine-learning framework for automatic reference-free quality assessment in MRI.

[BibT_eX]

[DOI]

CoRR, 2018

MedGAN: Medical Image Translation using GANs.

[BibT_eX]

[DOI]

CoRR, 2018

ImFEATbox: a toolbox for extraction and analysis of medical image features.

[BibT_eX]

[DOI]

Int. J. Comput. Assist. Radiol. Surg., 2018

Deep Shape Analysis on Abdominal Organs for Diabetes Prediction.

[BibT_eX]

[DOI]

Benjamín Gutiérrez-Becker

Proceedings of the Shape in Medical Imaging, 2018

Semantic Organ Segmentation in 3D Whole-Body MR Images.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Automated Detection of High FDG Uptake Regions in CT Images.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Automatic Motion Artifact Detection for Whole-Body Magnetic Resonance Imaging.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Graphical User Interface for Medical Deep Learning - Application to Magnetic Resonance Imaging.

[BibT_eX]

[DOI]

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018

2017

MR-based respiratory and cardiac motion correction for PET imaging.

[BibT_eX]

[DOI]

Medical Image Anal., 2017

An easy-to-use image labeling platform for automatic magnetic resonance image quality assessment.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

2016

MR Image Reconstruction Using a Combination of Compressed Sensing and Partial Fourier Acquisition: ESPReSSo.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2016

Active learning for magnetic resonance image quality assessment.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Sergios Gatidis

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