Marius Staring

Orcid: 0000-0003-2885-5812

Affiliations:
  • Leiden University Medical Center, Department of Radiology, Leiden, The Netherlands
  • Delft University of Technology, Department of Pattern Recognition and Bioinformatics, Delft, The Netherlands
  • University Medical Center Utrecht (UMCU), The Netherlands
  • Philips Research Eindhoven, The Netherlands


According to our database1, Marius Staring authored at least 92 papers between 2003 and 2024.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

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

2023
CoNeS: Conditional neural fields with shift modulation for multi-sequence MRI translation.
CoRR, 2023

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

Analyzing components of a transformer under different dataset scales in 3D prostate CT segmentation.
Proceedings of the Medical Imaging 2023: Image Processing, 2023

Joint Optimization of a β-VAE for ECG Task-Specific Feature Extraction.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Local Implicit Neural Representations for Multi-Sequence MRI Translation.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022
Towards Fast AI-Infused Human-Centered Contouring Workflows for Adaptive Proton Therapy in the Head and Neck.
CoRR, 2022

Comparing Bayesian models for organ contouring in head and neck radiotherapy.
Proceedings of the Medical Imaging 2022: Image Processing, 2022

Improving Error Detection in Deep Learning Based Radiotherapy Autocontouring Using Bayesian Uncertainty.
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, 2022

Transformation-consistent semi-supervised learning for prostate CT radiotherapy.
Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, 2022

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

2021
Comparing Bayesian Models for Organ Contouring in Headand Neck Radiotherapy.
CoRR, 2021

ASL to PET Translation by a Semi-supervised Residual-based Attention-guided Convolutional Neural Network.
CoRR, 2021

Esophageal Tumor Segmentation in CT Images Using a Dilated Dense Attention Unet (DDAUnet).
IEEE Access, 2021

Hierarchical Prediction of Registration Misalignment Using a Convolutional LSTM: Application to Chest CT Scans.
IEEE Access, 2021

Joint Registration and Segmentation via Multi-Task Learning for Adaptive Radiotherapy of Prostate Cancer.
IEEE Access, 2021


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

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

Esophageal Tumor Segmentation in CT Images using a 3D Convolutional Neural Network.
CoRR, 2020

An Adaptive Intelligence Algorithm for Undersampled Knee MRI Reconstruction: Application to the 2019 fastMRI Challenge.
CoRR, 2020

An Adaptive Intelligence Algorithm for Undersampled Knee MRI Reconstruction.
IEEE Access, 2020

Mutual information for unsupervised deep learning image registration.
Proceedings of the Medical Imaging 2020: Image Processing, 2020

A Cross-Stitch Architecture for Joint Registration and Segmentation in Adaptive Radiotherapy.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2020

Patient-Specific Finetuning of Deep Learning Models for Adaptive Radiotherapy in Prostate CT.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019
An Efficient Preconditioner for Stochastic Gradient Descent Optimization of Image Registration.
IEEE Trans. Medical Imaging, 2019

A Novel Motion Detection Method Using 3D Discrete Wavelet Transform.
IEEE Trans. Circuits Syst. Video Technol., 2019

A deep learning framework for unsupervised affine and deformable image registration.
Medical Image Anal., 2019

Quantitative error prediction of medical image registration using regression forests.
Medical Image Anal., 2019

3D Convolutional Neural Networks Image Registration Based on Efficient Supervised Learning from Artificial Deformations.
CoRR, 2019

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

Fast Dynamic Perfusion and Angiography Reconstruction Using an End-to-End 3D Convolutional Neural Network.
Proceedings of the Machine Learning for Medical Image Reconstruction, 2019

Adversarial Optimization for Joint Registration and Segmentation in Prostate CT Radiotherapy.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

The Continuous Registration Challenge: Evaluation-as-a-Service for Medical Image Registration Algorithms.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

2018
Integrating spatial-anatomical regularization and structure sparsity into SVM: Improving interpretation of Alzheimer's disease classification.
NeuroImage, 2018

Evaluation of Multi-metric Registration for Online Adaptive Proton Therapy of Prostate Cancer.
Proceedings of the Biomedical Image Registration - 8th International Workshop, 2018

GPU-based stochastic-gradient optimization for non-rigid medical image registration in time-critical applications.
Proceedings of the Medical Imaging 2018: Image Processing, 2018

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

Esophageal Gross Tumor Volume Segmentation Using a 3D Convolutional Neural Network.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

2017
Fully-automatic left ventricular segmentation from long-axis cardiac cine MR scans.
Medical Image Anal., 2017

Detection of Conversion from Mild Cognitive Impairment to Alzheimer's Disease Using Longitudinal Brain MRI.
Frontiers Neuroinformatics, 2017

End-to-End Unsupervised Deformable Image Registration with a Convolutional Neural Network.
Proceedings of the Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support, 2017

Nonrigid Image Registration Using Multi-scale 3D Convolutional Neural Networks.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

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

Confidence Estimation for Medical Image Registration Based On Stereo Confidences.
IEEE Trans. Medical Imaging, 2016

Fast Automatic Step Size Estimation for Gradient Descent Optimization of Image Registration.
IEEE Trans. Medical Imaging, 2016

Morphological maturation of the mouse brain: An in vivo MRI and histology investigation.
NeuroImage, 2016

A survey of medical image registration - under review.
Medical Image Anal., 2016

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

Accuracy Estimation for Medical Image Registration Using Regression Forests.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

SimpleElastix: A User-Friendly, Multi-lingual Library for Medical Image Registration.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

The Design of SuperElastix - A Unifying Framework for a Wide Range of Image Registration Methodologies.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

2015
Automated extraction and labelling of the arterial tree from whole-body MRA data.
Medical Image Anal., 2015

Segmentation of branching vascular structures using adaptive subdivision surface fitting.
Proceedings of the Medical Imaging 2015: Image Processing, 2015

A Stochastic Quasi-Newton Method for Non-Rigid Image Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Fast linear geodesic shape regression using coupled logdemons registration.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

2014
Brain maturation of the adolescent rat cortex and striatum: Changes in volume and myelination.
NeuroImage, 2014

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

RegistrationShop: An Interactive 3D Medical Volume Registration System.
Proceedings of the Eurographics Workshop on Visual Computing for Biology and Medicine, 2014

Fast automatic estimation of the optimization step size for nonrigid image registration.
Proceedings of the Medical Imaging 2014: Image Processing, 2014

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

Fast Parallel Image Registration on CPU and GPU for Diagnostic Classification of Alzheimer's Disease.
Frontiers Neuroinformatics, 2013

Comparative exploration of whole-body MR through locally rigid transforms.
Int. J. Comput. Assist. Radiol. Surg., 2013

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

Joint Intensity Inhomogeneity Correction for Whole-Body MR Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

2012
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

2011
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

Semi-automatic construction of reference standards for evaluation of image registration.
Medical Image Anal., 2011

Evaluation of optimization methods for intensity-based 2D-3D registration in x-ray guided interventions.
Proceedings of the Medical Imaging 2011: Image Processing, 2011

Preconditioned Stochastic Gradient Descent Optimisation for Monomodal Image Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Automated Registration of Whole-Body Follow-Up MicroCT Data of Mice.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

2010
elastix: A Toolbox for Intensity-Based Medical Image Registration.
IEEE Trans. Medical Imaging, 2010

Adaptive local multi-atlas segmentation: Application to the heart and the caudate nucleus.
Medical Image Anal., 2010

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

2009
Registration of Cervical MRI Using Multifeature Mutual Information.
IEEE Trans. Medical Imaging, 2009

Multi-Atlas-Based Segmentation With Local Decision Fusion - Application to Cardiac and Aortic Segmentation in CT Scans.
IEEE Trans. Medical Imaging, 2009

Adaptive Stochastic Gradient Descent Optimisation for Image Registration.
Int. J. Comput. Vis., 2009

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

The 3D Moore-Rayleigh Test for the Quantitative Groupwise Comparison of MR Brain Images.
Proceedings of the Information Processing in Medical Imaging, 2009

2008
Adaptive local multi-atlas segmentation: application to heart segmentation in chest CT scans.
Proceedings of the Medical Imaging 2008: Image Processing, 2008

Semi-automatic Reference Standard Construction for Quantitative Evaluation of Lung CT Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

2007
Evaluation of Optimization Methods for Nonrigid Medical Image Registration Using Mutual Information and B-Splines.
IEEE Trans. Image Process., 2007

Segmentation of the Prostate in MR Images by Atlas Matching.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

2006
A Comparison of Acceleration Techniques for Nonrigid Medical Image Registration.
Proceedings of the Biomedical Image Registration, Third International Workshop, 2006

Nonrigid registration using a rigidity constraint.
Proceedings of the Medical Imaging 2006: Image Processing, 2006

2005
Nonrigid registration with adaptive content-based filtering of the deformation field.
Proceedings of the Medical Imaging 2005: Image Processing, 2005

Comparison of gradient approximation techniques for optimisation of mutual information in nonrigid registration.
Proceedings of the Medical Imaging 2005: Image Processing, 2005

2004
Adaptive quantization watermarking.
Proceedings of the Security, Steganography, and Watermarking of Multimedia Contents VI, 2004

2003
Optimal distortion compensation for quantization watermarking.
Proceedings of the 2003 International Conference on Image Processing, 2003


  Loading...