Stefan Klein

发表

Automated Registration of Freehand B-Mode Ultrasound and Magnetic Resonance Imaging of the Carotid Arteries Based on Geometric Features.

Diego D B Carvalho, Andres Mauricio Arias Lorza, Wiro J Niessen, 2017, Ultrasound in medicine & biology.

Adaptive time-stepping in diffeomorphic image registration with bounded inverse consistency error

Akshay Pai, Lauge Sørensen, Stefan Klein, 2015 .

A Discriminative Event Based Model for Alzheimer's Disease Progression Modeling pdf

Stefan Klein, Wiro J. Niessen, Vikram Venkatraghavan, 2017, IPMI.

Hierarchical vs. Simultaneous Multiresolution Strategies for Nonrigid Image Registration

Stefan Klein, Wiro J. Niessen, Wei Sun, 2012, WBIR.

Diffeomorphic image registration with automatic time-step adjustment

Akshay Pai, Stefan Klein, Stefan Sommer, 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI).

Plaque characterization in ex vivo MRI evaluated by dense 3D correspondence with histology

Stefan Klein, Arna van Engelen, Marleen de Bruijne, 2011, Medical Imaging.

Laplacian eigenmaps for multimodal groupwise image registration

Stefan Klein, Wiro J. Niessen, Jef Vandemeulebroucke, 2017, Medical Imaging.

Event-Based Modeling with High-Dimensional Imaging Biomarkers for Estimating Spatial Progression of Dementia pdf

Stefan Klein, Marleen de Bruijne, Wiro J. Niessen, 2019, IPMI.

Classification of malignant and benign liver tumors using a radiomics approach

Stefan Klein, Wiro J. Niessen, Martijn P. A. Starmans, 2018, Medical Imaging.

Detecting Statistically Significant Differences in Quantitative MRI Experiments, Applied to Diffusion Tensor Imaging

Stefan Klein, Dirk H. J. Poot, S. Klein, 2015, IEEE Transactions on Medical Imaging.

Groupwise Registration for Correcting Subject Motion and Eddy Current Distortions in Diffusion MRI Using a PCA Based Dissimilarity Metric

Stefan Klein, Alexander Leemans, Wiro J. Niessen, 2014 .

elastix: A Toolbox for Intensity-Based Medical Image Registration

Max A. Viergever, Josien P. W. Pluim, Stefan Klein, 2010, IEEE Transactions on Medical Imaging.

The Design of SuperElastix — A Unifying Framework for a Wide Range of Image Registration Methodologies

Stefan Klein, Marius Staring, Floris F. Berendsen, 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Cerebellum segmentation in MRI using atlas registration and local multi-scale image descriptors

Stefan Klein, Marleen de Bruijne, Wiro J. Niessen, 2009, 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Groupwise image registration of multimodal head-and-neck images

Stefan Klein, Margarethus M. Paulides, Wiro J. Niessen, 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI).

Influence of image registration on apparent diffusion coefficient images computed from free‐breathing diffusion MR images of the abdomen

Wiro J Niessen, Stefan Klein, Jean-Marie Guyader, 2015, Journal of magnetic resonance imaging : JMRI.

Registration of Cervical MRI Using Multifeature Mutual Information

Max A. Viergever, Josien P. W. Pluim, Stefan Klein, 2009, IEEE Transactions on Medical Imaging.

Radiogenomic classification of the 1p/19q status in presumed low-grade gliomas

Stefan Klein, Wiro J. Niessen, Marion Smits, 2017, 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017).

Averaged Stochastic Optimization for Medical Image Registration Based on Variance Reduction

Stefan Klein, Wiro J. Niessen, Wei Sun, 2018, WBIR.

Pulmonary Image Registration with elastix using a Standard Intensity-Based Algorithm

Stefan Klein, Wiro J. Niessen, Marius Staring, 2010 .

Preconditioned Stochastic Gradient Descent Optimisation for Monomodal Image Registration

Josien P. W. Pluim, Stefan Klein, Marius Staring, 2011, MICCAI.

Fast parallel image registration on CPU and GPU for diagnostic classification of Alzheimer's disease

Stefan Klein, Boudewijn P. F. Lelieveldt, Marius Staring, 2013, Front. Neuroinform..

Conditional Shape Models for Cardiac Motion Estimation

Stefan Klein, Marleen de Bruijne, Theo van Walsum, 2010, MICCAI.

Simultaneous segmentation of multiple heart cavities in 3D transesophageal echocardiograms

Josien P. W. Pluim, Stefan Klein, Gerard van Burken, 2013, 2013 IEEE International Ultrasonics Symposium (IUS).

Early diagnosis of dementia based on intersubject whole-brain dissimilarities

Stefan Klein, Robert P. W. Duin, Marleen de Bruijne, 2010, 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Registration of Free-Hand Ultrasound and MRI of Carotid Arteries through Combination of Point-Based and Intensity-Based Algorithms

Stefan Klein, Wiro J. Niessen, Mariana Selwaness, 2012, WBIR.

3D-2D image registration by nonlinear regression

Stefan Klein, Coert Metz, Luis Freire, 2012, 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI).

Adaptive Stochastic Gradient Descent Optimisation for Image Registration

Max A. Viergever, Josien P. W. Pluim, Stefan Klein, 2009, International Journal of Computer Vision.

Patient Specific 4D Coronary Models from ECG-gated CTA Data for Intra-operative Dynamic Alignment of CTA with X-ray Images

Stefan Klein, Theo van Walsum, Michiel Schaap, 2009, MICCAI.

Segmentation of the RPE-BM complex on OCT imaging from multiple devices based on convolutional neural networks

Stefan Klein, Theo van Walsum, Michael Pircher, 2020 .

A survey of medical image registration - under review

Max A. Viergever, Josien P. W. Pluim, Stefan Klein, 2016, Medical Image Anal..

Fast Multidimensional B-spline Interpolation Using Template Metaprogramming

Stefan Klein, Wyke Huizinga, Dirk H. J. Poot, 2014, WBIR.

Feedforward amplifier system

Stefan Klein, Wayne Roberts, Richard D. Posner, 1999 .

Semi-automatic Reference Standard Construction for Quantitative Evaluation of Lung CT Registration

Josien P. W. Pluim, Stefan Klein, Bram van Ginneken, 2008, MICCAI.

Feature Selection Based on SVM Significance Maps for Classification of Dementia

Stefan Klein, Wiro J. Niessen, Marion Smits, 2014, MLMI.

Evaluation of optimization methods for intensity-based 2D-3D registration in x-ray guided interventions

Josien P. W. Pluim, Stefan Klein, Marius Staring, 2011, Medical Imaging.

Improving alignment in Tract-based spatial statistics: Evaluation and optimization of image registration

Stefan Klein, Frans Vos, Stephen M. Smith, 2013, NeuroImage.

Real-Time Decoding of Brain Responses to Visuospatial Attention Using 7T fMRI

Max A. Viergever, Josien P. W. Pluim, Stefan Klein, 2011, PloS one.

Multispectral MRI centerline tracking in carotid arteries

Stefan Klein, Theo van Walsum, Michiel Schaap, 2011, Medical Imaging.

Quantitative imaging biomarkers in neurologic disease: Population study perspective

Stefan Klein, Marleen de Bruijne, Wiro J. Niessen, 2012, 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI).

Automated carotid artery distensibility measurements from CTA using nonrigid registration

Stefan Klein, Theo van Walsum, Coert Metz, 2010, 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

SEGMENTATION OF THE PROSTATE IN MR IMAGES BY ATLAS MATCHING

Josien P. W. Pluim, Stefan Klein, Marius Staring, 2007, 2007 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Free-Form Deformation Using Lower-Order B-spline for Nonrigid Image Registration

Stefan Klein, Wiro J. Niessen, Wei Sun, 2014, MICCAI.

Improving Robustness of Deep Learning Based Knee MRI Segmentation: Mixup and Adversarial Domain Adaptation

Stefan Klein, Simo Saarakkala, Aleksei Tiulpin, 2019, 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW).

Atherosclerotic carotid lumen segmentation in combined B-mode and contrast enhanced ultrasound images

Stefan Klein, Zeynettin Akkus, Nico de Jong, 2014, Medical Imaging.

Stochastic optimization with randomized smoothing for image registration

Stefan Klein, Wiro J. Niessen, Wei Sun, 2017, Medical Image Anal..

Nonrigid registration of dynamic medical imaging data using nD + t B-splines and a groupwise optimization approach

Stefan Klein, Theo van Walsum, Michiel Schaap, 2011, Medical Image Anal..

Influence of image registration on ADC images computed from free-breathing diffusion MRIs of the abdomen

Stefan Klein, Wiro J. Niessen, Dirk H. J. Poot, 2014, Medical Imaging.

Groupwise image registration based on a total correlation dissimilarity measure for quantitative MRI and dynamic imaging data

Wiro J Niessen, Stefan Klein, Wyke Huizinga, 2018, Scientific Reports.

APIR-Net: Autocalibrated Parallel Imaging Reconstruction using a Neural Network

Stefan Klein, Marleen de Bruijne, Chaoping Zhang, 2019, MLMIR@MICCAI.

Comparison of gradient approximation techniques for optimisation of mutual information in nonrigid registration

Josien P. W. Pluim, Stefan Klein, Marius Staring, 2005, SPIE Medical Imaging.

Estimating 3D lumen centerlines of carotid arteries in free-hand acquisition ultrasound

Stefan Klein, Wiro J. Niessen, Aad van der Lugt, 2012, International Journal of Computer Assisted Radiology and Surgery.

Lumen Segmentation and Motion Estimation in B-Mode and Contrast-Enhanced Ultrasound Images of the Carotid Artery in Patients With Atherosclerotic Plaque

Stefan Klein, Wiro J. Niessen, Zeynettin Akkus, 2015, IEEE Transactions on Medical Imaging.

Hybrid vehicle for land, air, and method for transforming such a vehicle

Stefan Klein, S. Klein, 2012 .

Semiautomatic carotid lumen segmentation for quantification of lumen geometry in multispectral MRI

Stefan Klein, Theo van Walsum, Michiel Schaap, 2012, Medical Image Anal..

Fully automated carotid plaque segmentation in combined B-mode and contrast enhanced ultrasound

Nico de Jong, Johan G. Bosch, Stefan Klein, 2014, 2014 IEEE International Ultrasonics Symposium.

Parameter Sensitivity Analysis in Medical Image Registration Algorithms Using Polynomial Chaos Expansions

Stefan Klein, Gokhan Gunay, Adriaan Moelker, 2017, MICCAI.

Living Lab network report

Niels Bjørn-Andersen, Stefan Klein, Boriana Rukanova, 2007 .

Feature Selection Based on the SVM Weight Vector for Classification of Dementia

Stefan Klein, Wiro J. Niessen, Marion Smits, 2015, IEEE Journal of Biomedical and Health Informatics.

Regression-Based Cardiac Motion Prediction From Single-Phase CTA

Stefan Klein, Marleen de Bruijne, Theo van Walsum, 2012, IEEE Transactions on Medical Imaging.

Segmentation of 3D Transesophageal Echocardiograms by Multi-cavity Active Shape Model and Gamma Mixture Model

Josien P. W. Pluim, Stefan Klein, Theo van Walsum, 2013, AE-CAI.

Fully automatic cardiac segmentation from 3D CTA data: a multi-atlas based approach

Stefan Klein, Theo van Walsum, Michiel Schaap, 2010, Medical Imaging.

Hochtemperaturstabile mikromechanische Hochfrequenzschalter

Stefan Klein, S. Klein, 2010 .

A Comparison of Acceleration Techniques for Nonrigid Medical Image Registration

Josien P. W. Pluim, Stefan Klein, Marius Staring, 2006, WBIR.

Cardiac motion-corrected iterative cone-beam CT reconstruction using a semi-automatic minimum cost path-based coronary centerline extraction

Michael Grass, Stefan Klein, Michiel Schaap, 2012, Comput. Medical Imaging Graph..

Multi-modal image registration: matching MRI with histology

Stefan Klein, Wiro J. Niessen, Marion de Jong, 2010, Medical Imaging.

REPORT Pilot integration of Web Services based simple object queries

Andrew M. Jenkinson, Stefan Klein, Chris Morris, 2015 .

Semi-automated registration of pre- and intra-operative liver CT for image-guided interventions

Stefan Klein, Theo van Walsum, Gokhan Gunay, 2016, SPIE Medical Imaging.

Radiomics: Data mining using quantitative medical image features

Stefan Klein, Wiro J. Niessen, Sebastian R. van der Voort, 2020 .

SimpleElastix: A User-Friendly, Multi-lingual Library for Medical Image Registration

Stefan Klein, Marius Staring, Floris F. Berendsen, 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

A spatio-temporal reference model of the aging brain

Daniel Rueckert, Stefan Klein, Wiro J. Niessen, 2018, NeuroImage.

Registration-by-regression of coronary CTA and X-ray angiography

Stefan Klein, Coert Metz, Luis Freire, 2017, Comput. methods Biomech. Biomed. Eng. Imaging Vis..

Total Correlation-Based Groupwise Image Registration for Quantitative MRI

Stefan Klein, Margarethus M. Paulides, Wiro J. Niessen, 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Multicenter CT phantoms public dataset for radiomics reproducibility tests

Alberto Traverso, Stefan Klein, Leonard Wee, 2019, Medical physics.

Comparative Evaluation of Regression Methods for 3D-2D Image Registration

Stefan Klein, Coert Metz, Luis Freire, 2012, ICANN.

Groupwise Multichannel Image Registration

Stefan Klein, Margarethus M. Paulides, Wyke Huizinga, 2019, IEEE Journal of Biomedical and Health Informatics.

XNAT imaging platform for BioMedBridges and CTMM TraIT

Stefan Klein, Wiro J. Niessen, Andre Dekker, 2015, Journal of Clinical Bioinformatics.

Adaptive local multi-atlas segmentation: Application to the heart and the caudate nucleus

Max A. Viergever, Josien P. W. Pluim, Stefan Klein, 2010, Medical Image Anal..

Non-rigid Groupwise Image Registration for Motion Compensation in Quantitative MRI

Stefan Klein, Alexander Leemans, Wiro J. Niessen, 2014, WBIR.

Intrasubject multimodal groupwise registration with the conditional template entropy

Stefan Klein, Margarethus M. Paulides, Wiro J. Niessen, 2018, Medical Image Anal..

Automated Brain Structure Segmentation Based on Atlas Registration and Appearance Models

Stefan Klein, Marleen de Bruijne, Wiro J. Niessen, 2012, IEEE Transactions on Medical Imaging.

Nonrigid registration with adaptive content-based filtering of the deformation field

Josien P. W. Pluim, Stefan Klein, Marius Staring, 2005, SPIE Medical Imaging.

Comparison of Local-rigid and Non-rigid Registration of Diffusion Weighted MRI for Improved Estimation of ADC.

Stefan Klein, Neil A. Thacker, Hossein Ragheb, 2014 .

Simultaneous Multiresolution Strategies for Nonrigid Image Registration

Stefan Klein, Wiro J. Niessen, Wei Sun, 2013, IEEE Transactions on Image Processing.

Automated measurement of local white matter lesion volume

Daniel Rueckert, Stefan Klein, Marleen de Bruijne, 2012, NeuroImage.

Evaluation of Optimization Methods for Nonrigid Medical Image Registration Using Mutual Information and B-Splines

Josien P. W. Pluim, Stefan Klein, Marius Staring, 2007, IEEE Transactions on Image Processing.

Supervised in-vivo plaque characterization incorporating class label uncertainty

Stefan Klein, Arna van Engelen, Marleen de Bruijne, 2012, 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI).

Local Image Registration Uncertainty Estimation Using Polynomial Chaos Expansions

Stefan Klein, Gokhan Gunay, Adriaan Moelker, 2018, WBIR.

Automatic carotid artery distensibility measurements from CTA using nonrigid registration

Stefan Klein, Theo van Walsum, Coert Metz, 2013, Medical Image Anal..

Iterative Co-linearity Filtering and Parameterization of Fiber Tracts in the Entire Cingulum

Stefan Klein, Alexander Leemans, Wiro J. Niessen, 2009, MICCAI.

A Conceptual Model of Interorganizational Networks - A Parsonsian Perspective

Stefan Klein, S. Klein, 1993 .

Modeling the brain morphology distribution in the general aging population

Daniel Rueckert, Stefan Klein, Wiro J. Niessen, 2016, SPIE Medical Imaging.

Towards continuous learning for glioma segmentation with elastic weight consolidation pdf

Stefan Klein, Sebastian R. van der Voort, Fatih Incekara, 2019, ArXiv.

Randomly Perturbed B-Splines for Nonrigid Image Registration

Stefan Klein, Wiro J. Niessen, Wei Sun, 2017, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Biomedical Image Registration

Stefan Klein, Stanley Durrleman, Stefan Sommer, 2018, Lecture Notes in Computer Science.

Alignment of 4D Coronary CTA with Monoplane X-ray Angiography

Stefan Klein, Theo van Walsum, Michiel Schaap, 2011, AE-CAI.

Optimal kernel sizes for 4D image reconstruction using normalized convolution from sparse fast-rotating transesophageal 2D ultrasound images

Josien P. W. Pluim, Nico de Jong, Stefan Klein, 2012, 2012 IEEE International Ultrasonics Symposium.

A patient-specific coronary density estimate

Stefan Klein, Theo van Walsum, Michiel Schaap, 2010, 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

The Accuracy of ADC Measurements in Liver Is Improved by a Tailored and Computationally Efficient Local-Rigid Registration Algorithm

Stefan Klein, Neil A. Thacker, Hossein Ragheb, 2015, PloS one.

Automatic segmentation of the prostate in 3D MR images by atlas matching using localized mutual information.

Stefan Klein, Marius Staring, Josien P W Pluim, 2008, Medical physics.

Adaptive local multi-atlas segmentation: application to heart segmentation in chest CT scans

Stefan Klein, Bram van Ginneken, Marius Staring, 2008, SPIE Medical Imaging.

Report on Web Services based integration of BioMedBridges integration across all appropriate services

Andrew M. Jenkinson, Stefan Klein, Morris A. Swertz, 2016 .

GPU accelerated alignment of 3-D CTA with 2-D X-ray data for improved guidance in coronary interventions

Stefan Klein, Theo van Walsum, Michiel Schaap, 2009, 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Randomly Perturbed Free-Form Deformation for Nonrigid Image Registration

Stefan Klein, Wiro J. Niessen, Wei Sun, 2014, WBIR.

Semi-automatic construction of reference standards for evaluation of image registration

Max A. Viergever, Josien P. W. Pluim, Stefan Klein, 2011, Medical Image Anal..

Nonrigid registration using a rigidity constraint

Josien P. W. Pluim, Stefan Klein, Marius Staring, 2006, SPIE Medical Imaging.

Bias correction of maximum likelihood estimation in quantitative MRI

Stefan Klein, Wiro J. Niessen, Dirk H. J. Poot, 2013, Medical Imaging.

Comparison of spatiotemporal interpolators for 4D image reconstruction from 2D transesophageal ultrasound

Josien P. W. Pluim, Nico de Jong, Johan G. Bosch, 2012, Medical Imaging.

Wavelet based free-form deformations for nonrigid registration

Stefan Klein, Wiro J. Niessen, Wei Sun, 2014, Medical Imaging.

Active registration models

Stefan Klein, Kasper Marstal, S. Klein, 2017, Medical Imaging.

PCA-based groupwise image registration for quantitative MRI

Stefan Klein, Alexander Leemans, Wiro J. Niessen, 2016, Medical Image Anal..