Anwendungen von Datenkonsistenzbedingungen in der Kegelstrahl-Computertomographie (Applications of Data Consistency Conditions in Cone-Beam Computed Tomography)

[BibT_eX]

[DOI]

Tobias Würfl

PhD thesis, 2020

2-Step Sparse-View CT Reconstruction with a Domain-Specific Perceptual Network.

[BibT_eX]

[DOI]

Aggelos K. Katsaggelos

Oliver Cossairt

CoRR, 2020

Disassemblable Fieldwork CT Scanner Using a 3D-printed Calibration Phantom.

[BibT_eX]

[DOI]

CoRR, 2020

Reconstruction of Voxels with Position- and Angle-Dependent Weightings.

[BibT_eX]

[DOI]

CoRR, 2020

Deep Learning-based Pipeline for Module Power Prediction from EL Measurements.

[BibT_eX]

[DOI]

CoRR, 2020

Bildanalyse.

[BibT_eX]

[DOI]

Proceedings of the Handbuch der Künstlichen Intelligenz, 6. Auflage, 2020

2019

Learning with known operators reduces maximum error bounds.

[BibT_eX]

[DOI]

Silke H. Christiansen

Nat. Mach. Intell., 2019

Projection-to-Projection Translation for Hybrid X-ray and Magnetic Resonance Imaging.

[BibT_eX]

[DOI]

CoRR, 2019

The TCGA Meta-Dataset Clinical Benchmark.

[BibT_eX]

[DOI]

CoRR, 2019

Torchmeta: A Meta-Learning library for PyTorch.

[BibT_eX]

[DOI]

CoRR, 2019

Learning with Known Operators reduces Maximum Training Error Bounds.

[BibT_eX]

[DOI]

Silke H. Christiansen

CoRR, 2019

Projection image-to-image translation in hybrid x-ray/MR imaging.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2019: Image Processing, 2019

Estimating the Fundamental Matrix Without Point Correspondences With Application to Transmission Imaging.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Abstract: Fan-to-Parallel Beam Conversion - Deriving Neural Network Architectures Using Precision Learning.

[BibT_eX]

[DOI]

Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019

Abstract: Some Investigations on Robustness of Deep Learning in Limited Angle Tomography.

[BibT_eX]

[DOI]

Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019

2018

Deep Learning Computed Tomography: Learning Projection-Domain Weights From Image Domain in Limited Angle Problems.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2018

Projection image-to-image translation in hybrid X-ray/MR imaging.

[BibT_eX]

[DOI]

CoRR, 2018

Deep Learning for Sampling from Arbitrary Probability Distributions.

[BibT_eX]

[DOI]

CoRR, 2018

Adversarial and Perceptual Refinement for Compressed Sensing MRI Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Some Investigations on Robustness of Deep Learning in Limited Angle Tomography.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Towards Arbitrary Noise Augmentation - Deep Learning for Sampling from Arbitrary Probability Distributions.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning for Medical Image Reconstruction, 2018

Multiple Device Segmentation for Fluoroscopic Imaging Using Multi-task Learning.

[BibT_eX]

[DOI]

Proceedings of the Intravascular Imaging and Computer Assisted Stenting - and - Large-Scale Annotation of Biomedical Data and Expert Label Synthesis, 2018

Precision Learning: Towards Use of Known Operators in Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Deriving Neural Network Architectures Using Precision Learning: Parallel-to-Fan Beam Conversion.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition - 40th German Conference, 2018

Transferability of Deep Learning Algorithms for Malignancy Detection in Confocal Laser Endomicroscopy Images from Different Anatomical Locations of the Upper Gastrointestinal Tract.

[BibT_eX]

[DOI]

Proceedings of the Biomedical Engineering Systems and Technologies, 2018