Klein, Stefan

Elastix: a toolbox for intensity-based medical image registration

Klein, S., Staring, M., Murphy, K., Viergever, M. A., & Pluim, J. (2010) · IEEE Transactions on Medical Imaging

Medical Image Segmentation TechniquesAdvanced Radiotherapy Techniques

Cited by 4,311

FUTURE-AI: international consensus guideline for trustworthy and deployable artificial intelligence in healthcare

Lekadir, K., Frangi, A. F., Porras, A. R., Glocker, B., Cintas, C., Langlotz, C. P., Weicken, E., Asselbergs, F. W., Prior, F., Collins, G. S., et al. (2025) · BMJ

Artificial Intelligence in Healthcare and EducationEthics and Social Impacts of AI

Cited by 957

Federated learning enables big data for rare cancer boundary detection

Pati, S., Baid, U., Edwards, B., Sheller, M., Wang, S.-H., Reina, G. A., Foley, P., Gruzdev, A., Karkada, D., Davatzikos, C., et al. (2022) · Nature Communications

Privacy-Preserving Technologies in DataBrain Tumor Detection and Classification

Cited by 394

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

Bron, E. E., Smits, M., van der Flier, W. M., Vrenken, H., Barkhof, F., Scheltens, P., Papma, J. M., Steketee, R. M. E., Méndez Orellana, C., Meijboom, R., et al. (2015) · NeuroImage

Dementia and Cognitive Impairment ResearchMedical Image Segmentation Techniques

Cited by 352

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

de Groot, M., Vernooij, M. W., Klein, S., Ikram, M. A., Vos, F. M., Smith, S. M., Niessen, W. J., & Andersson, J. L. R. (2013) · NeuroImage

Advanced Neuroimaging Techniques and ApplicationsMedical Image Segmentation Techniques

Cited by 205

Diagnostic classification of arterial spin labeling and structural MRI in presenile early stage dementia

Bron, E. E., Steketee, R. M. E., Houston, G. C., Oliver, R. A., Achterberg, H. C., Loog, M., van Swieten, J. C., Hammers, A., Niessen, W. J., Smits, M., et al. (2014) · Human Brain Mapping

Dementia and Cognitive Impairment ResearchAdvanced MRI Techniques and Applications

Cited by 93

Multiparametric computer-aided differential diagnosis of Alzheimer’s disease and frontotemporal dementia using structural and advanced MRI.

Bron, E. E., Smits, M., Papma, J. M., Steketee, R. M. E., Meijboom, R., de Groot, M., van Swieten, J. C., Niessen, W. J., & Klein, S. (2017) · European Radiology

Dementia and Cognitive Impairment ResearchAdvanced MRI Techniques and Applications

Cited by 84

Age-Dependent Effects of Methylphenidate on the Human Dopaminergic System in Young vs Adult Patients With Attention-Deficit/Hyperactivity Disorder: A Randomized Clinical Trial

Schrantee, A., Tamminga, H. G. H., Bouziane, C., Bottelier, M. A., Bron, E. E., Mutsaerts, H.-J. M. M., Zwinderman, A. H., Groote, I. R., Rombouts, S. A. R. B., Lindauer, R. J. L., et al. (2016) · JAMA Psychiatry

Attention Deficit Hyperactivity DisorderNeurotransmitter Receptor Influence on Behavior

Cited by 77

The Alzheimer's Disease Prediction Of Longitudinal Evolution (TADPOLE) Challenge: Results after 1 Year Follow-up

Marinescu, R. V., Oxtoby, N. P., Young, A. L., Bron, E. E., Toga, A. W., Weiner, M. W., Barkhof, F., Fox, N. C., Eshaghi, A., Toni, T., et al. (2021) · Machine Learning for Biomedical Imaging

Dementia and Cognitive Impairment ResearchAlzheimer's disease research and treatments

Cited by 68

A machine learning approach to distinguish between knees without and with osteoarthritis using MRI-based radiomic features from tibial bone

Hirvasniemi, J., Klein, S., Bierma-Zeinstra, S., Vernooij, M. W., Schiphof, D., & Oei, E. H. G. (2021) · European Radiology

Radiomics and Machine Learning in Medical ImagingOsteoarthritis Treatment and Mechanisms

Cited by 63

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

van der Bom, I. M. J., Klein, S., Staring, M., Homan, R., Bartels, L. W., & Pluim, J. P. W. (2011) · SPIE Proceedings

Medical Image Segmentation TechniquesAdvanced Radiotherapy Techniques

Cited by 55

Multimodal Machine Learning-based Knee Osteoarthritis Progression Prediction from Plain Radiographs and Clinical Data

Tiulpin, A., Klein, S., Bierma-Zeinstra, S. M. A., Thevenot, J., Rahtu, E., Meurs, J. V., Oei, E. H. G., & Saarakkala, S. (2019) · Scientific Reports

Osteoarthritis Treatment and MechanismsArtificial Intelligence in Healthcare and Education

Cited by 31

AI in radiological imaging of soft-tissue and bone tumours: a systematic review evaluating against CLAIM and FUTURE-AI guidelines

Spaanderman, D. J., Marzetti, M., Wan, X., Scarsbrook, A. F., Robinson, P., Oei, E. H. G., Visser, J. J., Hemke, R., van Langevelde, K., Hanff, D. F., et al. (2025) · eBioMedicine

Artificial Intelligence in Healthcare and EducationRadiomics and Machine Learning in Medical Imaging

Cited by 26

Ten years of image analysis and machine learning competitions in dementia

Bron, E. E., Klein, S., Reinke, A., Papma, J. M., Maier-Hein, L., Alexander, D. C., & Oxtoby, N. P. (2022) · NeuroImage

Dementia and Cognitive Impairment ResearchArtificial Intelligence in Healthcare

Cited by 17

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

Gouveia, A. I. R., Metz, C., Freire, L., & Klein, S. (2012) · Lecture Notes in Computer Science

Medical Image Segmentation TechniquesAdvanced Radiotherapy Techniques

Cited by 5