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ALONA: Automatic Loop Nest Approximation with Reconstruction and Space Pruning

Euro-Par 2021: Parallel Processing, p.3-18

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Model-Based Loop Perforation

Euro-Par 2021: Parallel Processing Workshops, p.549-554

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Towards Radiotherapy Enhancement and Real Time Tumor Radiation Dosimetry Through 3D Imaging of Gold Nanoparticles Using XFCT

Medical Image Computing and Computer Assisted Intervention – MICCAI 2018, 2018, Vol.11070, p.401-409

2018

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Complex Fully Convolutional Neural Networks for MR Image Reconstruction

Machine Learning for Medical Image Reconstruction, p.30-38

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Semi-supervised Learning for Network-Based Cardiac MR Image Segmentation

Medical Image Computing and Computer-Assisted Intervention − MICCAI 2017, p.253-260

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Spectral Graph Convolutions for Population-Based Disease Prediction

Medical Image Computing and Computer Assisted Intervention − MICCAI 2017, p.177-185

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Progressive and Multi-path Holistically Nested Neural Networks for Pathological Lung Segmentation from CT Images

Medical Image Computing and Computer Assisted Intervention − MICCAI 2017, p.621-629

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Virtual Thin Slice: 3D Conditional GAN-based Super-Resolution for CT Slice Interval

Machine Learning for Medical Image Reconstruction, p.91-100

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A U-Nets Cascade for Sparse View Computed Tomography

Machine Learning for Medical Image Reconstruction, p.91-99

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DeepMedic for Brain Tumor Segmentation

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, p.138-149

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Bayesian Deep Learning for Accelerated MR Image Reconstruction

Machine Learning for Medical Image Reconstruction, p.64-71

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Approximate k-Space Models and Deep Learning for Fast Photoacoustic Reconstruction

Machine Learning for Medical Image Reconstruction, p.103-111

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Understanding renal nuclear protein accumulation: an in vitro approach to explain an in vivo phenomenon

Archives of toxicology, 2017-11, Vol.91 (11), p.3599-3611

2017

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Magnetic Resonance Fingerprinting Reconstruction via Spatiotemporal Convolutional Neural Networks

Machine Learning for Medical Image Reconstruction, p.39-46

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Image Reconstruction via Variational Network for Real-Time Hand-Held Sound-Speed Imaging

Machine Learning for Medical Image Reconstruction, p.120-128

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Efficient Image Registration Network for Non-Rigid Cardiac Motion Estimation

Machine Learning for Medical Image Reconstruction, p.14-24

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Deep Learning Based Image Reconstruction for Diffuse Optical Tomography

Machine Learning for Medical Image Reconstruction, p.112-119

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Joint Motion Estimation and Segmentation from Undersampled Cardiac MR Image

Machine Learning for Medical Image Reconstruction, p.55-63

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Adversarial and Perceptual Refinement for Compressed Sensing MRI Reconstruction

Medical Image Computing and Computer Assisted Intervention – MICCAI 2018, p.232-240

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Bayesian Image Quality Transfer with CNNs: Exploring Uncertainty in dMRI Super-Resolution

Medical Image Computing and Computer Assisted Intervention − MICCAI 2017, p.611-619

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Single particle tracking assay to study coronavirus membrane fusion

Methods in molecular biology (Clifton, N.J.), 2015-01, Vol.1282, p.183

2015

Volltextzugriff (PDF)

High Quality Ultrasonic Multi-line Transmission Through Deep Learning

Machine Learning for Medical Image Reconstruction, p.147-155

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Distance Metric Learning Using Graph Convolutional Networks: Application to Functional Brain Networks

Medical Image Computing and Computer Assisted Intervention − MICCAI 2017, p.469-477

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Evaluating Similarities in Visual Product Appearance for Brand Affiliation

Advances in Affective and Pleasurable Design, p.3-12

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Deep Learning Super-Resolution Enables Rapid Simultaneous Morphological and Quantitative Magnetic Resonance Imaging

Machine Learning for Medical Image Reconstruction, p.3-11

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ALONA: Automatic Loop Nest Approximation with Reconstruction and Space Pruning

Model-Based Loop Perforation

Towards Radiotherapy Enhancement and Real Time Tumor Radiation Dosimetry Through 3D Imaging of Gold Nanoparticles Using XFCT

Complex Fully Convolutional Neural Networks for MR Image Reconstruction

Semi-supervised Learning for Network-Based Cardiac MR Image Segmentation

Spectral Graph Convolutions for Population-Based Disease Prediction

Progressive and Multi-path Holistically Nested Neural Networks for Pathological Lung Segmentation from CT Images

Virtual Thin Slice: 3D Conditional GAN-based Super-Resolution for CT Slice Interval

A U-Nets Cascade for Sparse View Computed Tomography

DeepMedic for Brain Tumor Segmentation

Bayesian Deep Learning for Accelerated MR Image Reconstruction

Approximate k-Space Models and Deep Learning for Fast Photoacoustic Reconstruction

Understanding renal nuclear protein accumulation: an in vitro approach to explain an in vivo phenomenon

Magnetic Resonance Fingerprinting Reconstruction via Spatiotemporal Convolutional Neural Networks

Image Reconstruction via Variational Network for Real-Time Hand-Held Sound-Speed Imaging

Efficient Image Registration Network for Non-Rigid Cardiac Motion Estimation

Deep Learning Based Image Reconstruction for Diffuse Optical Tomography

Joint Motion Estimation and Segmentation from Undersampled Cardiac MR Image

Adversarial and Perceptual Refinement for Compressed Sensing MRI Reconstruction

Bayesian Image Quality Transfer with CNNs: Exploring Uncertainty in dMRI Super-Resolution

Single particle tracking assay to study coronavirus membrane fusion

High Quality Ultrasonic Multi-line Transmission Through Deep Learning

Distance Metric Learning Using Graph Convolutional Networks: Application to Functional Brain Networks

Evaluating Similarities in Visual Product Appearance for Brand Affiliation

Deep Learning Super-Resolution Enables Rapid Simultaneous Morphological and Quantitative Magnetic Resonance Imaging

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