Pluim, Josien P. W.

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

Image registration by maximization of combined mutual information and gradient information

Pluim, J. P. W., Maintz, J. B. A., & Viergever, M. A. (2000) · IEEE Transactions on Medical Imaging

Medical Image Segmentation TechniquesAdvanced Radiotherapy Techniques

Cited by 670

Mitosis Counting in Breast Cancer: Object-Level Interobserver Agreement and Comparison to an Automatic Method

Veta, M., van Diest, P. J., Jiwa, M., Al-Janabi, S., & Pluim, J. P. W. (2016) · PLOS ONE

AI in cancer detectionCell Image Analysis Techniques

Cited by 127

Not-so-supervised: A survey of semi-supervised, multi-instance, and transfer learning in medical image analysis

Cheplygina, V., de Bruijne, M., & Pluim, J. P. W. (2019) · Medical Image Analysis

Domain Adaptation and Few-Shot LearningMedical Image Segmentation Techniques

Cited by 93

clDice - a Novel Topology-Preserving Loss Function for Tubular Structure Segmentation

Shit, S., Paetzold, J. C., Sekuboyina, A., Ezhov, I., Unger, A., Zhylka, A., Pluim, J. P. W., Bauer, U., & Menze, B. H. (2021) · 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Medical Image Segmentation TechniquesAdvanced Neural Network Applications

Cited by 60

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

The truth is hard to make: Validation of medical image registration

Pluim, J. P. W., Muenzing, S. E. A., Eppenhof, K. A. J., & Murphy, K. (2016) · 2016 23rd International Conference on Pattern Recognition (ICPR)

Medical Image Segmentation TechniquesAdvanced Radiotherapy Techniques

Cited by 34

Registration of 2D x-ray images to 3D MRI by generating pseudo-CT data

van der Bom, M. J., Pluim, J. P. W., Gounis, M. J., van de Kraats, E. B., Sprinkhuizen, S. M., Timmer, J., Homan, R., & Bartels, L. W. (2011) · Physics in Medicine and Biology

Medical Image Segmentation TechniquesAdvanced Radiotherapy Techniques

Cited by 21