Stefan Klein

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Wiro NiessenProfessor in Biomedical Image Analysis, Erasmus MC/TU DelftVerified email at erasmusmc.nl
Marius StaringLeiden University Medical CenterVerified email at lumc.nl
Josien PluimProfessor of Medical Image Analysis, Eindhoven University of Technology / UMC UtrechtVerified email at tue.nl
Esther E BronErasmus MC, Rotterdam, The NetherlandsVerified email at erasmusmc.nl
Theo van WalsumAssociate Professor in Image Guidance in Interventions and Therapy, Erasmus MCVerified email at erasmusmc.nl
Aad van der LugtHoogleraar Radiologie, Erasmus MC RotterdamVerified email at erasmusmc.nl
Dirk PootPostdoc Radiology, Erasmus MCVerified email at erasmusmc.nl
Marion SmitsErasmus MCVerified email at erasmusmc.nl
Max ViergeverProfessor of Medical Imaging, University Medical Center UtrechtVerified email at isi.uu.nl
Meike VernooijProfessor of Population ImagingVerified email at erasmusmc.nl
C.T. MetzQuantib BVVerified email at quantib.com
Michiel SchaapHeartFlow, Inc.Verified email at heartflow.com
Gabriel KrestinErasmus MC, Department of RadiologyVerified email at erasmusmc.nl
Marius de GrootGSK, University of Cambridge & Erasmus MCVerified email at gsk.com
Keelin MurphyResearcher, Radboud University Medical CenterVerified email at radboudumc.nl
Marleen de BruijneProfessor of AI in Medical Image Analysis; Erasmus MC Rotterdam and University of CopenhagenVerified email at diku.dk
Martijn P. A. StarmansPhD Candidate, Erasmus Medical Center, Rotterdam, The NetherlandsVerified email at erasmusmc.nl
Sebastian van der VoortErasmus MC, Biomedical Imaging Group RotterdamVerified email at erasmusmc.nl
sita bierma-zeinstraProfessor Osteoarthritis and Related Disorders, Erasmus University Medical Centre RotterdamVerified email at erasmusmc.nl
Jan Verhaar, MD PhDProfessor of Orthopaedics, Erasmus University Medical Center, RotterdamVerified email at erasmusmc.nl

Stefan Klein

Biomedical Imaging Group Rotterdam, Erasmus MC, the Netherlands

Verified email at erasmusmc.nl - Homepage

medical image analysis machine learning


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elastix: A Toolbox for Intensity-Based Medical Image Registration S Klein, M Staring, K Murphy, MA Viergever, JPW Pluim IEEE transactions on medical imaging 29 (1), 196-205, 2009	2643	2009
Evaluation of optimization methods for nonrigid medical image registration using mutual information and B-splines S Klein, M Staring, JPW Pluim IEEE transactions on image processing 16 (12), 2879-2890, 2007	545	2007
Automatic segmentation of the prostate in 3D MR images by atlas matching using localized mutual information S Klein, UA Van Der Heide, IM Lips, M Van Vulpen, M Staring, JPW Pluim Medical physics 35 (4), 1407-1417, 2008	478	2008
Adaptive stochastic gradient descent optimisation for image registration S Klein, JPW Pluim, M Staring, MA Viergever International journal of computer vision 81 (3), 227, 2009	454	2009
Evaluation of registration methods on thoracic CT: the EMPIRE10 challenge K Murphy, B Van Ginneken, JM Reinhardt, S Kabus, K Ding, X Deng, ... IEEE transactions on medical imaging 30 (11), 1901-1920, 2011	439	2011
Fast parallel image registration on CPU and GPU for diagnostic classification of Alzheimer's disease DP Shamonin, EE Bron, BPF Lelieveldt, M Smits, S Klein, M Staring Frontiers in neuroinformatics 7, 50, 2014	384	2014
Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: the CADDementia challenge EE Bron, M Smits, WM Van Der Flier, H Vrenken, F Barkhof, P Scheltens, ... NeuroImage 111, 562-579, 2015	268	2015
Nonrigid registration of dynamic medical imaging data using nD+ t B-splines and a groupwise optimization approach CT Metz, S Klein, M Schaap, T van Walsum, WJ Niessen Medical image analysis 15 (2), 238-249, 2011	255	2011
A survey of medical image registration–under review MA Viergever, JBA Maintz, S Klein, K Murphy, M Staring, JPW Pluim Medical image analysis 33, 140-144, 2016	232	2016
Changes in normal-appearing white matter precede development of white matter lesions M De Groot, BFJ Verhaaren, R De Boer, S Klein, A Hofman, ... Stroke 44 (4), 1037-1042, 2013	202	2013
Adaptive local multi-atlas segmentation: Application to the heart and the caudate nucleus EM van Rikxoort, I Isgum, Y Arzhaeva, M Staring, S Klein, MA Viergever, ... Medical image analysis 14 (1), 39-49, 2010	192	2010
A rigidity penalty term for nonrigid registration M Staring, S Klein, JPW Pluim Medical physics 34 (11), 4098-4108, 2007	189	2007
Improving alignment in tract-based spatial statistics: evaluation and optimization of image registration M De Groot, MW Vernooij, S Klein, MA Ikram, FM Vos, SM Smith, ... Neuroimage 76, 400-411, 2013	150	2013
SimpleElastix: A user-friendly, multi-lingual library for medical image registration K Marstal, F Berendsen, M Staring, S Klein Proceedings of the IEEE conference on computer vision and pattern …, 2016	148	2016
Semi-automatic construction of reference standards for evaluation of image registration K Murphy, B van Ginneken, S Klein, M Staring, BJ de Hoop, MA Viergever, ... Medical image analysis 15 (1), 71-84, 2011	145	2011
Registration of cervical MRI using multifeature mutual information M Staring, UA Van Der Heide, S Klein, MA Viergever, JPW Pluim IEEE transactions on medical imaging 28 (9), 1412-1421, 2009	137	2009
Genetic determination of human facial morphology: links between cleft-lips and normal variation S Boehringer, F Van Der Lijn, F Liu, M Günther, S Sinigerova, S Nowak, ... European Journal of Human Genetics 19 (11), 1192-1197, 2011	120	2011
Objective classification of residents based on their psychomotor laparoscopic skills MK Chmarra, S Klein, JCF De Winter, FW Jansen, J Dankelman Surgical endoscopy 24 (5), 1031-1039, 2010	117	2010
PCA-based groupwise image registration for quantitative MRI W Huizinga, DHJ Poot, JM Guyader, R Klaassen, BF Coolen, ... Medical image analysis 29, 65-78, 2016	110	2016
Evaluation of a multi‐atlas based method for segmentation of cardiac CTA data: a large‐scale, multicenter, and multivendor study HA Kirişli, M Schaap, S Klein, SL Papadopoulou, M Bonardi, CH Chen, ... Medical physics 37 (12), 6279-6291, 2010	108	2010

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