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Stefan Klein | Researchclopedia

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Stefan Klein

University of Mannheim ORCID

457

Works

15,288

Citations

51

h-index

177

i10-index

Research Topics

Medical Image Segmentation Techniques Radiomics and Machine Learning in Medical Imaging Advanced MRI Techniques and Applications

Affiliations

University Medical Center Groningen2024–2024

Radboud University Nijmegen2018–2018

University of Freiburg1997–1997

Osnabrück University1989–1989

University of Mannheim2025–2025

Top Works

elastix: A Toolbox for Intensity-Based Medical Image Registration

Stefan Klein,Marius Staring,et al.

20094,276 citations

Medical Imaging Techniques and Applications

Advanced Neuroimaging Techniques and Applications

Evaluation of Registration Methods on Thoracic CT: The EMPIRE10 Challenge

Keelin Murphy,Bram van Ginneken,et al.

2011435 citations

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

Stefan Klein,Marius Staring,et al.

2007425 citations

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

Stefan Klein,Uulke A. van der Heide,et al.

2008409 citations

Adaptive Stochastic Gradient Descent Optimisation for Image Registration

Stefan Klein,Josien P. W. Pluim,et al.

2008393 citations

Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: The CADDementia challenge

Esther E. Bron,Marion Smits,et al.

2015343 citations

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

Kasper Marstal,Floris F. Berendsen,et al.

2016321 citations

A survey of medical image registration – under review

Max A. Viergever,J. B. Antoine Maintz,et al.

2016306 citations

Multimodal machine learning-based knee osteoarthritis progression prediction from plain radiographs and clinical data

Aleksei Tiulpin,Stefan Klein,et al.

2019270 citations