Matthan W. A. Caan

Orcid: 0000-0002-5162-8880

Affiliations:
  • Academic Medical Center, Department of Radiology, Amsterdam, The Netherlands


According to our database1, Matthan W. A. Caan authored at least 50 papers between 2006 and 2024.

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

Timeline

Legend:

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Bibliography

2024
Deep Learning-based Intraoperative MRI Reconstruction.
CoRR, 2024

2023
MultiTask Learning for accelerated-MRI Reconstruction and Segmentation of Brain Lesions in Multiple Sclerosis.
Proceedings of the Medical Imaging with Deep Learning, 2023

2022
A unified model for reconstruction and R2* mapping of accelerated 7T data using the quantitative recurrent inference machine.
NeuroImage, 2022

DIRECT: Deep Image REConstruction Toolkit.
J. Open Source Softw., 2022

A Densely Interconnected Network for Deep Learning Accelerated MRI.
CoRR, 2022

Domain- and task-specific transfer learning for medical segmentation tasks.
Comput. Methods Programs Biomed., 2022

2021
Recurrent inference machines as inverse problem solvers for MR relaxometry.
Medical Image Anal., 2021

Assessment of Data Consistency through Cascades of Independently Recurrent Inference Machines for fast and robust accelerated MRI reconstruction.
CoRR, 2021


2020
ExploreASL: An image processing pipeline for multi-center ASL perfusion MRI studies.
NeuroImage, 2020

Does higher sampling rate (multiband + SENSE) improve group statistics - An example from social neuroscience block design at 3T.
NeuroImage, 2020

Sharpness in motion corrected quantitative imaging at 7T.
NeuroImage, 2020

Multi-channel MR Reconstruction (MC-MRRec) Challenge - Comparing Accelerated MR Reconstruction Models and Assessing Their Genereralizability to Datasets Collected with Different Coils.
CoRR, 2020

2019
Recurrent inference machines for reconstructing heterogeneous MRI data.
Medical Image Anal., 2019

i-RIM applied to the fastMRI challenge.
CoRR, 2019

2017
Predicting brain age with deep learning from raw imaging data results in a reliable and heritable biomarker.
NeuroImage, 2017

Overview + Detail Visualization for Ensembles of Diffusion Tensors.
Comput. Graph. Forum, 2017

Comparative Visualization for Diffusion Tensor Imaging Group Study at Multiple Levels of Detail.
Proceedings of the VCBM 17: Eurographics Workshop on Visual Computing for Biology and Medicine, 2017

2015
Expiration-Phase Template-Based Motion Correction of Free-Breathing Abdominal Dynamic Contrast Enhanced MRI.
IEEE Trans. Biomed. Eng., 2015

A data-centric neuroscience gateway: design, implementation, and experiences.
Concurr. Comput. Pract. Exp., 2015

Estimating diffusion properties in complex fiber configurations based on structure-adaptive multi-valued tensor-field filtering.
Proceedings of the Medical Imaging 2015: Image Processing, 2015

Robust Automated White Matter Pathway Reconstruction for Large Studies.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Rank-2 model-order selection in diffusion tensor MRI: Infromation complexity based on the total Kullback-Leibler divergence.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

2014
Computational Neuroscience Gateway: A Science Gateway Based on the WS-PGRADE/gUSE.
Proceedings of the Science Gateways for Distributed Computing Infrastructures, 2014

WS-PGRADE/gUSE-Based Science Gateways in Teaching.
Proceedings of the Science Gateways for Distributed Computing Infrastructures, 2014

2013
Mapping the hemodynamic response in human subjects to a dopaminergic challenge with dextroamphetamine using ASL-based pharmacological MRI.
NeuroImage, 2013

Test-retest reliability of task-related pharmacological MRI with a single-dose oral citalopram challenge.
NeuroImage, 2013

No association between striatal dopamine transporter binding and body mass index: A multi-center European study in healthy volunteers.
NeuroImage, 2013

Exploring Workflow Interoperability for Neuroimage Analysis on the SHIWA Platform.
J. Grid Comput., 2013

A Data-Centric Science Gateway for Computational Neuroscience.
Proceedings of the 5th International Workshop on Science Gateways, 2013

2012
Feasibility of ASL-based phMRI with a single dose of oral citalopram for repeated assessment of serotonin function.
NeuroImage, 2012

Evolution of grid-based services for Diffusion Tensor Image analysis.
Future Gener. Comput. Syst., 2012

Integrated Support for Neuroscience Research: from Study Design to Publication.
Proceedings of the HealthGrid Applications and Technologies Meet Science Gateways for Life Sciences, 2012

SHIWA workflow interoperability solutions for neuroimaging data analysis.
Proceedings of the HealthGrid Applications and Technologies Meet Science Gateways for Life Sciences, 2012

2011
Nonrigid Point Set Matching of White Matter Tracts for Diffusion Tensor Image Analysis.
IEEE Trans. Biomed. Eng., 2011

Exploring workflow interoperability tools for neuroimaging data analysis.
Proceedings of the WORKS'11, 2011

3D Non-rigid Motion Correction of Free-Breathing Abdominal DCE-MRI Data.
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2011

Data Decomposition in Biomedical e-Science Applications.
Proceedings of the IEEE 7th International Conference on E-Science, 2011

2010
Quantifying Pathology in Diffusion Weighted MRI.
PhD thesis, 2010

Estimation of Diffusion Properties in Crossing Fiber Bundles.
IEEE Trans. Medical Imaging, 2010

A Comparison of the Cingulum Tract in ALS-B Patients and Controls Using Kernel Matching.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Adaptive Noise Filtering for Accurate and Precise Diffusion Estimation in Fiber Crossings.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Gridifying a Diffusion Tensor Imaging Analysis Pipeline.
Proceedings of the 10th IEEE/ACM International Conference on Cluster, 2010

2009
Dual Tensor Atlas Generation Based on a Cohort of Coregistered non-HARDI Datasets.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

2008
Spatial Consistency in 3D Tract-Based Clustering Statistics.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Using Dynamic Condor-Based Services for Classifying Schizophrenia in Diffusion Tensor Images.
Proceedings of the 8th IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2008), 2008

2007
Generating Fiber Crossing Phantoms Out of Experimental DWIs.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Linear and Kernel Fisher Discriminant Analysis for Studying Diffusion Tensor Images in Schizophrenia.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Pruning Datasets in Discriminant Analysis: A DTI Study to Schizophrenia.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

2006
Shaving diffusion tensor images in discriminant analysis: A study into schizophrenia.
Medical Image Anal., 2006


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