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Berend C. Stoel
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2020 – today
- 2024
- [j11]Tahereh Hassanzadeh
, Denis P. Shamonin, Yanli Li
A deep learning-based comparative MRI model to detect inflammatory changes in rheumatoid arthritis. Biomed. Signal Process. Control. 88(Part A): 105612 (2024) - [j10]Jingnan Jia, Bo Yu
Using 3D point cloud and graph-based neural networks to improve the estimation of pulmonary function tests from chest CT. Comput. Biol. Medicine 182: 109192 (2024) - [i4]Jingnan Jia, Marius Staring, Berend C. Stoel:
Seg-metrics: a Python package to compute segmentation metrics. CoRR abs/2403.07884 (2024) - [i3]Yanli Li, Tahereh Hassanzadeh, Denis P. Shamonin, Monique Reijnierse, Annette H. M. van der Helm-van Mil, Berend C. Stoel:
Integrated feature analysis for deep learning interpretation and class activation maps. CoRR abs/2407.01142 (2024) - 2023
- [j9]Jingnan Jia
Automatic Pulmonary Function Estimation From Chest CT Scans Using Deep Regression Neural Networks: The Relation Between Structure and Function in Systemic Sclerosis. IEEE Access 11: 135272-135282 (2023) - 2022
- [c12]Jingnan Jia, Marius Staring
Prediction of lung CT scores of systemic sclerosis by cascaded regression neural networks. Computer-Aided Diagnosis 2022 - 2021
- [c11]Jingnan Jia
Multi-Task Semi-Supervised Learning For Pulmonary Lobe Segmentation. ISBI 2021: 1329-1332 - [c10]Oleksandra V. Ivashchenko
Optimization of hepatic vasculature segmentation from contrast-enhanced MRI, exploring two 3D Unet modifications and various loss functions. Image-Guided Procedures 2021 - [i2]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 abs/2104.11017 (2021) - [i1]Jingnan Jia, Marius Staring, Irene Hernández-Girón, Lucia J. M. Kroft, Anne A. Schouffoer, Berend C. Stoel:
Prediction of Lung CT Scores of Systemic Sclerosis by Cascaded Regression Neural Networks. CoRR abs/2110.08085 (2021) - 2020
- [j8]Hong Zhao
A framework for pulmonary fissure segmentation in 3D CT images using a directional derivative of plate filter. Signal Process. 173: 107602 (2020)
2010 – 2019
- 2019
- [j7]Siming Bayer
Registration of vascular structures using a hybrid mixture model. Int. J. Comput. Assist. Radiol. Surg. 14(9): 1507-1516 (2019) - [c9]Zhiwei Zhai, Marius Staring
Linking Convolutional Neural Networks with Graph Convolutional Networks: Application in Pulmonary Artery-Vein Separation. GLMI@MICCAI 2019: 36-43 - 2018
- [c8]Zhiwei Zhai, Marius Staring
Pulmonary Vessel Tree Matching for Quantifying Changes in Vascular Morphology. MICCAI (2) 2018: 517-524 - 2016
- [j6]Daniel F. Malan, Stefan Johann van der Walt, Renata G. Raidou
A fluoroscopy-based planning and guidance software tool for minimally invasive hip refixation by cement injection. Int. J. Comput. Assist. Radiol. Surg. 11(2): 281-296 (2016) - [j5]Changyan Xiao, Berend C. Stoel, M. Els Bakker, Yuanyuan Peng
Pulmonary Fissure Detection in CT Images Using a Derivative of Stick Filter. IEEE Trans. Medical Imaging 35(6): 1488-1500 (2016) - [c7]Zhiwei Zhai, Marius Staring
Lung vessel segmentation in CT images using graph cuts. Image Processing 2016: 97842K - 2014
- [j4]Rina Dewi Rudyanto, Sjoerd Kerkstra, Eva M. van Rikxoort
Comparing algorithms for automated vessel segmentation in computed tomography scans of the lung: the VESSEL12 study. Medical Image Anal. 18(7): 1217-1232 (2014) - 2013
- [j3]Changyan Xiao, Marius Staring
Multiscale Bi-Gaussian Filter for Adjacent Curvilinear Structures Detection With Application to Vasculature Images. IEEE Trans. Image Process. 22(1): 174-188 (2013) - [c6]Changyan Xiao, Marius Staring
A derivative of stick filter for pulmonary fissure detection in CT images. Image Processing 2013: 86690V - 2012
- [c5]Denis P. Shamonin, Marius Staring
Automatic lung lobe segmentation of COPD patients using iterative B-spline fitting. Image Processing 2012: 83140W - [c4]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. Image Processing 2012: 831410 - 2011
- [j2]Changyan Xiao, Marius Staring
A strain energy filter for 3D vessel enhancement with application to pulmonary CT images. Medical Image Anal. 15(1): 112-124 (2011) - [j1]Keelin Murphy
Evaluation of Registration Methods on Thoracic CT: The EMPIRE10 Challenge. IEEE Trans. Medical Imaging 30(11): 1901-1920 (2011) - 2010
- [c3]Changyan Xiao, Marius Staring
A Strain Energy Filter for 3D Vessel Enhancement. MICCAI (3) 2010: 367-374
2000 – 2009
- 2009
- [c2]Marius Staring
Towards local estimation of emphysema progression using image registration. Image Processing 2009: 72590O - 2007
- [c1]Ralph J. M. Peters, Henk A. Marquering
Labeling the pulmonary arterial tree in CT images for automatic quantification of pulmonary embolism. Computer-Aided Diagnosis 2007: 65143Q
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