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Daniel Rueckert | Researchclopedia

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Daniel Rueckert

Munich Center for Machine Learning ORCID

1,542

Works

92,955

Citations

132

h-index

677

i10-index

Research Topics

Medical Image Segmentation Techniques Advanced MRI Techniques and Applications Medical Imaging Techniques and Applications

Affiliations

Goethe University Frankfurt2012–2012

University of Iowa2012–2012

Oslo University Hospital2021–2021

Centre National de la Recherche Scientifique2025–2025

Guy's Hospital1998–2000

Top Works

Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network

Wenzhe Shi,José Caballero,et al.

20166,962 citations

Radiomics and Machine Learning in Medical Imaging

Advanced Neuroimaging Techniques and Applications

Tract-based spatial statistics: Voxelwise analysis of multi-subject diffusion data

Stephen M. Smith,Mark Jenkinson,et al.

20066,569 citations

Nonrigid registration using free-form deformations: application to breast MR images

Daniel Rueckert,Luke Sonoda,et al.

19995,245 citations

Attention U-Net: Learning Where to Look for the Pancreas

Ozan Oktay,Jo Schlemper,et al.

20184,529 citations

Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentation

Konstantinos Kamnitsas,Christian Ledig,et al.

20163,429 citations

Evaluation of 14 nonlinear deformation algorithms applied to human brain MRI registration

Arno Klein,Jesper Andersson,et al.

20092,279 citations

Attention gated networks: Learning to leverage salient regions in medical images

Jo Schlemper,Ozan Oktay,et al.

20191,842 citations

Medical Image Computing and Computer-Assisted Intervention

Gao Yang,David J. Hawkes,et al.

20091,601 citations

A Deep Cascade of Convolutional Neural Networks for Dynamic MR Image Reconstruction

Jo Schlemper,José Caballero,et al.

20171,337 citations