Berend C. Stoel

Orcid: 0000-0002-5975-8559

According to our database1, Berend C. Stoel authored at least 23 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.



In proceedings 
PhD thesis 


Online presence:



A deep learning-based comparative MRI model to detect inflammatory changes in rheumatoid arthritis.
Biomed. Signal Process. Control., February, 2024

Seg-metrics: a Python package to compute segmentation metrics.
CoRR, 2024

Automatic Pulmonary Function Estimation From Chest CT Scans Using Deep Regression Neural Networks: The Relation Between Structure and Function in Systemic Sclerosis.
IEEE Access, 2023

Prediction of lung CT scores of systemic sclerosis by cascaded regression neural networks.
Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, 2022

Optimization of hepatic vasculature segmentation from contrast-enhanced MRI, exploring two 3D Unet modifications and various loss functions.
Proceedings of the Medical Imaging 2021: Image-Guided Procedures, 2021

Multi-Task Semi-Supervised Learning For Pulmonary Lobe Segmentation.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

A framework for pulmonary fissure segmentation in 3D CT images using a directional derivative of plate filter.
Signal Process., 2020

Registration of vascular structures using a hybrid mixture model.
Int. J. Comput. Assist. Radiol. Surg., 2019

Linking Convolutional Neural Networks with Graph Convolutional Networks: Application in Pulmonary Artery-Vein Separation.
Proceedings of the Graph Learning in Medical Imaging - First International Workshop, 2019

Pulmonary Vessel Tree Matching for Quantifying Changes in Vascular Morphology.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Pulmonary Fissure Detection in CT Images Using a Derivative of Stick Filter.
IEEE Trans. Medical Imaging, 2016

A fluoroscopy-based planning and guidance software tool for minimally invasive hip refixation by cement injection.
Int. J. Comput. Assist. Radiol. Surg., 2016

Lung vessel segmentation in CT images using graph cuts.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

Comparing algorithms for automated vessel segmentation in computed tomography scans of the lung: the VESSEL12 study.
Medical Image Anal., 2014

Multiscale Bi-Gaussian Filter for Adjacent Curvilinear Structures Detection With Application to Vasculature Images.
IEEE Trans. Image Process., 2013

A derivative of stick filter for pulmonary fissure detection in CT images.
Proceedings of the Medical Imaging 2013: Image Processing, 2013

Automatic lung lobe segmentation of COPD patients using iterative B-spline fitting.
Proceedings of the Medical Imaging 2012: Image Processing, 2012

Local SIMPLE multi atlas-based segmentation applied to lung lobe detection on chest CT.
Proceedings of the Medical Imaging 2012: Image Processing, 2012

Evaluation of Registration Methods on Thoracic CT: The EMPIRE10 Challenge.
IEEE Trans. Medical Imaging, 2011

A strain energy filter for 3D vessel enhancement with application to pulmonary CT images.
Medical Image Anal., 2011

A Strain Energy Filter for 3D Vessel Enhancement.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Towards local estimation of emphysema progression using image registration.
Proceedings of the Medical Imaging 2009: Image Processing, 2009

Labeling the pulmonary arterial tree in CT images for automatic quantification of pulmonary embolism.
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, 2007