Daniel Rueckert

Cited by

	All	Since 2019
Citations	106444	70581
h-index	139	111
i10-index	695	541

16000

8000

4000

12000

2003200420052006200720082009201020112012201320142015201620172018201920202021202220232024414 435 628 686 899 1117 1224 1660 2034 2470 2729 3082 3449 3697 4258 5424 7212 9576 12210 13607 15001 12813

Public access

View all

454 articles

44 articles

available

not available

Based on funding mandates

Co-authors

Jo HajnalProfessor of Imaging Science, Kings College LondonVerified email at kcl.ac.uk
Ben GlockerImperial College LondonVerified email at imperial.ac.uk
Wenjia Bai (柏文佳)Senior Lecturer (Associate Professor), Imperial College LondonVerified email at imperial.ac.uk
Paul AljabarPerspectum DiagnosticsVerified email at imperial.ac.uk
Bernhard KainzImperial College London, FAU Erlangen-NürnbergVerified email at imperial.ac.uk
A David EdwardsProfessor of Paediatrics and Neonatal Medicine, King's College LondonVerified email at kcl.ac.uk
Derek HillCEO, Panoramic Digital HealthVerified email at ucl.ac.uk
Wenzhe Shi（施闻哲）ML@Elefant AIVerified email at elefant.gg
Ozan OktayMicrosoft Research CambridgeVerified email at microsoft.com
Robin WolzResearch Fellow, Imperial College London. Chief Scientific Officer, IXICO.Verified email at imperial.ac.uk
Alexander HammersSchool of Biomedical Engineering and Imaging Sciences, King's College LondonVerified email at kcl.ac.uk
Christian LedigProfessor of Explainable Machine Learning, University of BambergVerified email at uni-bamberg.de
Julia A SchnabelTechnical University of Munich, Helmholtz Munich and King's College LondonVerified email at tum.de
Jo SchlemperHyperfineVerified email at hyperfine.io
Rolf A. HeckemannDepartment of Medical Radiation Sciences, Institute of Clinical Sciences, Sahlgrenska AcademyVerified email at gu.se
Declan O'ReganBHF Chair of Cardiovascular AI, MRC Laboratory of Medical Sciences, Imperial College LondonVerified email at imperial.ac.uk
D J HawkesProfessor of Computational Imaging, UCLVerified email at ucl.ac.uk
Konstantinos KamnitsasAssociate Professor of Biomedical Imaging @ University of OxfordVerified email at eng.ox.ac.uk
Kensaku MoriProfessor, Nagoya UniversityVerified email at is.nagoya-u.ac.jp
Professor James P BoardmanUniversity of EdinburghVerified email at ed.ac.uk

Daniel Rueckert

Other namesDaniel Rückert

Technical University of Munich and Imperial College London

Verified email at tum.de - Homepage

Machine Learning Medical Image Computing Biomedical Image Analysis AI in Health


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Tract-based spatial statistics: voxelwise analysis of multi-subject diffusion data SM Smith, M Jenkinson, H Johansen-Berg, D Rueckert, TE Nichols, ... Neuroimage 31 (4), 1487-1505, 2006	7436	2006
Real-time single image and video super-resolution using an efficient sub-pixel convolutional neural network W Shi, J Caballero, F Huszár, J Totz, AP Aitken, R Bishop, D Rueckert, ... Proceedings of the IEEE conference on computer vision and pattern …, 2016	7299	2016
Nonrigid registration using free-form deformations: application to breast MR images D Rueckert, LI Sonoda, C Hayes, DLG Hill, MO Leach, DJ Hawkes IEEE transactions on medical imaging 18 (8), 712-721, 1999	6639	1999
Attention u-net: Learning where to look for the pancreas O Oktay, J Schlemper, LL Folgoc, M Lee, M Heinrich, K Misawa, K Mori, ... arXiv preprint arXiv:1804.03999, 2018	6352	2018
Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentation K Kamnitsas, C Ledig, VFJ Newcombe, JP Simpson, AD Kane, DK Menon, ... Medical image analysis 36, 61-78, 2017	3695	2017
Evaluation of 14 nonlinear deformation algorithms applied to human brain MRI registration A Klein, J Andersson, BA Ardekani, J Ashburner, B Avants, MC Chiang, ... Neuroimage 46 (3), 786-802, 2009	2685	2009
Traumatic brain injury: integrated approaches to improve prevention, clinical care, and research AIR Maas, DK Menon, PD Adelson, N Andelic, MJ Bell, A Belli, P Bragge, ... The Lancet Neurology 16 (12), 987-1048, 2017	2280	2017
Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ... arXiv preprint arXiv:1811.02629, 2018	1991	2018
Attention gated networks: Learning to leverage salient regions in medical images J Schlemper, O Oktay, M Schaap, M Heinrich, B Kainz, B Glocker, ... Medical image analysis 53, 197-207, 2019	1582	2019
A deep cascade of convolutional neural networks for dynamic MR image reconstruction J Schlemper, J Caballero, JV Hajnal, AN Price, D Rueckert IEEE transactions on Medical Imaging 37 (2), 491-503, 2017	1329	2017
Multi-atlas based segmentation of brain images: atlas selection and its effect on accuracy P Aljabar, RA Heckemann, A Hammers, JV Hajnal, D Rueckert Neuroimage 46 (3), 726-738, 2009	1145	2009
Automatic anatomical brain MRI segmentation combining label propagation and decision fusion RA Heckemann, JV Hajnal, P Aljabar, D Rueckert, A Hammers NeuroImage 33 (1), 115-126, 2006	1125	2006
Secure, privacy-preserving and federated machine learning in medical imaging GA Kaissis, MR Makowski, D Rückert, RF Braren Nature Machine Intelligence 2 (6), 305-311, 2020	947	2020
Anatomically constrained neural networks (ACNNs): application to cardiac image enhancement and segmentation O Oktay, E Ferrante, K Kamnitsas, M Heinrich, W Bai, J Caballero, ... IEEE transactions on medical imaging 37 (2), 384-395, 2017	813	2017
A review of deep learning in medical imaging: Imaging traits, technology trends, case studies with progress highlights, and future promises SK Zhou, H Greenspan, C Davatzikos, JS Duncan, B Van Ginneken, ... Proceedings of the IEEE 109 (5), 820-838, 2021	788	2021
Deep learning for cardiac image segmentation: a review C Chen, C Qin, H Qiu, G Tarroni, J Duan, W Bai, D Rueckert Frontiers in cardiovascular medicine 7, 25, 2020	765	2020
Automated cardiovascular magnetic resonance image analysis with fully convolutional networks W Bai, M Sinclair, G Tarroni, O Oktay, M Rajchl, G Vaillant, AM Lee, ... Journal of cardiovascular magnetic resonance 20 (1), 65, 2018	700	2018
Acquisition and voxelwise analysis of multi-subject diffusion data with tract-based spatial statistics SM Smith, H Johansen-Berg, M Jenkinson, D Rueckert, TE Nichols, ... Nature protocols 2 (3), 499-503, 2007	638	2007
Convolutional recurrent neural networks for dynamic MR image reconstruction C Qin, J Schlemper, J Caballero, AN Price, JV Hajnal, D Rueckert IEEE transactions on medical imaging 38 (1), 280-290, 2018	631	2018
Gan augmentation: Augmenting training data using generative adversarial networks C Bowles, L Chen, R Guerrero, P Bentley, R Gunn, A Hammers, ... arXiv preprint arXiv:1810.10863, 2018	596	2018

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors