M. Els Bakker

Publication Activity (10 Years)

Years Active: 2009-2021
Publications (10 Years): 5

Top Topics

Regularization Framework

Convolutional Network

Supervised Learning

Top Venues

Medical Imaging: Image Processing

IEEE Trans. Medical Imaging

Publications

Jingnan Jia, Zhiwei Zhai, M. Els Bakker, Irene Hernández-Girón, Marius Staring, Berend C. Stoel
Multi-Task Semi-Supervised Learning For Pulmonary Lobe Segmentation. ISBI (2021)
Jingnan Jia, Zhiwei Zhai, M. Els Bakker, Irene Hernández-Girón, Marius Staring, Berend C. Stoel
Multi-task Semi-supervised Learning for Pulmonary Lobe Segmentation. CoRR (2021)
Hong Zhao, Berend C. Stoel, Marius Staring, M. Els Bakker, Jan Stolk, Ping Zhou, Changyan Xiao
A framework for pulmonary fissure segmentation in 3D CT images using a directional derivative of plate filter. Signal Process. 173 (2020)
Zhiwei Zhai, Marius Staring, Xuhui Zhou, Qiuxia Xie, Xiaojuan Xiao, M. Els Bakker, Lucia J. M. Kroft, Boudewijn P. F. Lelieveldt, Gudula J. A. M. Boon, Frederikus A. Klok, Berend C. Stoel
Linking Convolutional Neural Networks with Graph Convolutional Networks: Application in Pulmonary Artery-Vein Separation. GLMI@MICCAI (2019)
Changyan Xiao, Berend C. Stoel, M. Els Bakker, Yuanyuan Peng, Jan Stolk, Marius Staring
Pulmonary Fissure Detection in CT Images Using a Derivative of Stick Filter. IEEE Trans. Medical Imaging 35 (6) (2016)
Denis P. Shamonin, Marius Staring, M. Els Bakker, Changyan Xiao, Jan Stolk, Johan H. C. Reiber, Berend C. Stoel
Automatic lung lobe segmentation of COPD patients using iterative B-spline fitting. Medical Imaging: Image Processing (2012)
Maruti Agarwal, Emile A. Hendriks, Berend C. Stoel, M. Els Bakker, Johan H. C. Reiber, Marius Staring
Local SIMPLE multi atlas-based segmentation applied to lung lobe detection on chest CT. Medical Imaging: Image Processing (2012)
Marius Staring, M. Els Bakker, Denis P. Shamonin, Jan Stolk, Johan H. C. Reiber, Berend C. Stoel
Towards local estimation of emphysema progression using image registration. Medical Imaging: Image Processing (2009)