Matthan W. A. Caan

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 27

Top Venues

Delft University of Technology, Netherlands (PHD)

Education History

Delft University of Technology, Netherlands

PHD

Publications

Dimitrios Karkalousos, Ivana Isgum, Henk A. Marquering, Matthan W. A. Caan
ATOMMIC: An Advanced Toolbox for Multitask Medical Imaging Consistency to facilitate Artificial Intelligence applications from acquisition to analysis in Magnetic Resonance Imaging. CoRR (2024)
Dimitrios Karkalousos, Ivana Isgum, Henk A. Marquering, Matthan W. A. Caan
ATOMMIC: An Advanced Toolbox for Multitask Medical Imaging Consistency to facilitate Artificial Intelligence applications from acquisition to analysis in Magnetic Resonance Imaging. Comput. Methods Programs Biomed. 256 (2024)
Jon André Ottesen, Tryggve Storas, Svein Are Sirirud Vatnehol, Grethe Løvland, Einar O. Vik-Mo, Till Schellhorn, Karoline Skogen, Christopher Larsson, Atle Bjørnerud, Inge Rasmus Groote-Eindbaas, Matthan W. A. Caan
Deep Learning-based Intraoperative MRI Reconstruction. CoRR (2024)
Kai Lønning, Matthan W. A. Caan, Marlies E. Nowee, Jan-Jakob Sonke
Dynamic recurrent inference machines for accelerated MRI-guided radiotherapy of the liver. Comput. Medical Imaging Graph. 113 (2024)
Dimitrios Karkalousos, Ivana Isgum, Henk A. Marquering, Matthan W. A. Caan
MultiTask Learning for accelerated-MRI Reconstruction and Segmentation of Brain Lesions in Multiple Sclerosis. MIDL (2023)
George Yiasemis, Nikita Moriakov, Dimitrios Karkalousos, Matthan W. A. Caan, Jonas Teuwen
DIRECT: Deep Image REConstruction Toolkit. J. Open Source Softw. 7 (74) (2022)
Jon Andre Ottesen, Matthan W. A. Caan, Inge Rasmus Groote, Atle Bjørnerud
A Densely Interconnected Network for Deep Learning Accelerated MRI. CoRR (2022)
Chaoping Zhang, Dimitrios Karkalousos, Pierre-Louis Bazin, Bram F. Coolen, Hugo Vrenken, Jan-Jakob Sonke, Birte U. Forstmann, Dirk H. J. Poot, Matthan W. A. Caan
A unified model for reconstruction and R2* mapping of accelerated 7T data using the quantitative recurrent inference machine. NeuroImage 264 (2022)
Patricia M. Johnson, Geunu Jeong, Kerstin Hammernik, Jo Schlemper, Chen Qin, Jinming Duan, Daniel Rueckert, Jingu Lee, Nicola Pezzotti, Elwin de Weerdt, Sahar Yousefi, Mohamed S. Elmahdy, Jeroen Hendrikus Franciscus Van Gemert, Christophe Schülke, Mariya Doneva, Tim Nielsen, Sergey Kastryulin, Boudewijn P. F. Lelieveldt, Matthias J. P. van Osch, Marius Staring, Eric Z. Chen, Puyang Wang, Xiao Chen, Terrence Chen, Vishal M. Patel, Shanhui Sun, Hyungseob Shin, Yohan Jun, Taejoon Eo, Sewon Kim, Taeseong Kim, Dosik Hwang, Patrick Putzky, Dimitrios Karkalousos, Jonas Teuwen, Nikita Miriakov, Bart Bakker, Matthan W. A. Caan, Max Welling, Matthew J. Muckley, Florian Knoll
Evaluation of the Robustness of Learned MR Image Reconstruction to Systematic Deviations Between Training and Test Data for the Models from the fastMRI Challenge. MLMIR@MICCAI (2021)
Emanoel R. Sabidussi, Stefan Klein, Matthan W. A. Caan, Shabab Bazrafkan, Arnold Jan den Dekker, Jan Sijbers, Wiro J. Niessen, Dirk H. J. Poot
Recurrent inference machines as inverse problem solvers for MR relaxometry. Medical Image Anal. 74 (2021)
Emanoel R. Sabidussi, Stefan Klein, Matthan W. A. Caan, Shabab Bazrafkan, Arjan Jan den Dekker, Jan Sijbers, Wiro J. Niessen, Dirk H. J. Poot
Recurrent Inference Machines as inverse problem solvers for MR relaxometry. CoRR (2021)
Dimitrios Karkalousos, S. Noteboom, H. E. Hulst, Franciscus M. Vos, Matthan W. A. Caan
Assessment of Data Consistency through Cascades of Independently Recurrent Inference Machines for fast and robust accelerated MRI reconstruction. CoRR (2021)
Youssef Beauferris, Jonas Teuwen, Dimitrios Karkalousos, Nikita Moriakov, Matthan W. A. Caan, Lívia Rodrigues, Alexandre Lopes, Hélio Pedrini, Letícia Rittner, Maik Dannecker, Viktor Studenyak, Fabian Gröger, Devendra Vyas, Shahrooz Faghih-Roohi, Amrit Kumar Jethi, JayaChandra Raju, Mohanasankar Sivaprakasam, Wallace Loos, Richard Frayne, Roberto Souza
Multi-channel MR Reconstruction (MC-MRRec) Challenge - Comparing Accelerated MR Reconstruction Models and Assessing Their Genereralizability to Datasets Collected with Different Coils. CoRR (2020)
Henk J. M. M. Mutsaerts, Jan Petr, Paul F. C. Groot, Pieter Vandemaele, Silvia Ingala, Andrew D. Robertson, Lena Václavu, Inge R. Groote, Hugo J. Kuijf, Fernando O. Zelaya, Owen G. O'Daly, Saima Hilal, Alle Meije Wink, Ilse Kant, Matthan W. A. Caan, Catherine Morgan, Jeroen de Bresser, Elisabeth Lysvik, Frederik Barkhof
ExploreASL: An image processing pipeline for multi-center ASL perfusion MRI studies. NeuroImage 219 (2020)
Pierre-Louis Bazin, Hannah E. Nijsse, Wietske van der Zwaag, Daniel Gallichan, Anneke Alkemade, Frans M. Vos, Birte U. Forstmann, Matthan W. A. Caan
Sharpness in motion corrected quantitative imaging at 7T. NeuroImage 222 (2020)
Ritu Bhandari, Evgeniya Kirilina, Matthan W. A. Caan, Judith Suttrup, Teresa De Sanctis, Lorenzo De Angelis, Christian Keysers, Valeria Gazzola
Does higher sampling rate (multiband + SENSE) improve group statistics - An example from social neuroscience block design at 3T. NeuroImage 213 (2020)
Patrick Putzky, Dimitrios Karkalousos, Jonas Teuwen, Nikita Miriakov, Bart Bakker, Matthan W. A. Caan, Max Welling
i-RIM applied to the fastMRI challenge. CoRR (2019)
Kai Lønning, Patrick Putzky, Jan-Jakob Sonke, Liesbeth Reneman, Matthan W. A. Caan, Max Welling
Recurrent inference machines for reconstructing heterogeneous MRI data. Medical Image Anal. 53 (2019)
Changgong Zhang, Matthan W. A. Caan, Thomas Höllt, Elmar Eisemann, Anna Vilanova
Overview + Detail Visualization for Ensembles of Diffusion Tensors. Comput. Graph. Forum 36 (3) (2017)
James H. Cole, Rudra P. K. Poudel, Dimosthenis Tsagkrasoulis, Matthan W. A. Caan, Claire J. Steves, Tim D. Spector, Giovanni Montana
Predicting brain age with deep learning from raw imaging data results in a reliable and heritable biomarker. NeuroImage 163 (2017)
Changgong Zhang, Thomas Höllt, Matthan W. A. Caan, Elmar Eisemann, Anna Vilanova
Comparative Visualization for Diffusion Tensor Imaging Group Study at Multiple Levels of Detail. VCBM (2017)
James H. Cole, Rudra P. K. Poudel, Dimosthenis Tsagkrasoulis, Matthan W. A. Caan, Claire J. Steves, Tim D. Spector, Giovanni Montana
Predicting brain age with deep learning from raw imaging data results in a reliable and heritable biomarker. CoRR (2016)
Jianfei Yang, Dirk H. J. Poot, Georgius A. M. Arkesteijn, Matthan W. A. Caan, Lucas J. van Vliet, Frans M. Vos
Estimating diffusion properties in complex fiber configurations based on structure-adaptive multi-valued tensor-field filtering. Medical Imaging: Image Processing (2015)
Jianfei Yang, Dirk H. J. Poot, Matthan W. A. Caan, Frans M. Vos, Lucas J. van Vliet
Rank-2 model-order selection in diffusion tensor MRI: Infromation complexity based on the total Kullback-Leibler divergence. ISBI (2015)
Shayan Shahand, Ammar Benabdelkader, Mohammad Mahdi Jaghoori, Mostapha al Mourabit, Jordi Huguet, Matthan W. A. Caan, Antoine H. C. van Kampen, Sílvia Delgado Olabarriaga
A data-centric neuroscience gateway: design, implementation, and experiences. Concurr. Comput. Pract. Exp. 27 (2) (2015)
Zhang Li, Jeroen A. W. Tielbeek, Matthan W. A. Caan, Carl A. J. Puylaert, Manon L. Ziech, Chung Y. Nio, Jaap Stoker, Lucas J. van Vliet, Frans M. Vos
Expiration-Phase Template-Based Motion Correction of Free-Breathing Abdominal Dynamic Contrast Enhanced MRI. IEEE Trans. Biomed. Eng. 62 (4) (2015)
Jalmar Teeuw, Matthan W. A. Caan, Sílvia Delgado Olabarriaga
Robust Automated White Matter Pathway Reconstruction for Large Studies. MICCAI (1) (2015)
M. L. J. Schouw, A. M. Kaag, Matthan W. A. Caan, D. F. R. Heijtel, Charles B. L. M. Majoie, Aart J. Nederveen, Jan Booij, Liesbeth Reneman
Mapping the hemodynamic response in human subjects to a dopaminergic challenge with dextroamphetamine using ASL-based pharmacological MRI. NeuroImage 72 (2013)
Elsmarieke van de Giessen, Swen Hesse, Matthan W. A. Caan, Franziska Zientek, John C. Dickson, Livia Tossici-Bolt, Terez Sera, Susanne Asenbaum, Renaud Guignard, Umit O. Akdemir, Gitte Moos Knudsen, Flavio Nobili, Marco Pagani, Thierry Vander Borght, Koen Van Laere, Andrea Varrone, Klaus Tatsch, Jan Booij, Osama Sabri
No association between striatal dopamine transporter binding and body mass index: A multi-center European study in healthy volunteers. NeuroImage 64 (2013)
Shayan Shahand, Ammar Benabdelkader, Jordi Huguet, Mohammad Mahdi Jaghoori, Mark Santcroos, Mostapha al Mourabit, Paul F. C. Groot, Matthan W. A. Caan, Antoine H. C. van Kampen, Sílvia D. Olabarriaga
A Data-Centric Science Gateway for Computational Neuroscience. IWSG (2013)
A. Klomp, Guido A. van Wingen, Michiel B. de Ruiter, Matthan W. A. Caan, D. Denys, Liesbeth Reneman
Test-retest reliability of task-related pharmacological MRI with a single-dose oral citalopram challenge. NeuroImage 75 (2013)
Vladimir Korkhov, Dagmar Krefting, Tamas Kukla, Gábor Terstyánszky, Matthan W. A. Caan, Sílvia D. Olabarriaga
Exploring Workflow Interoperability for Neuroimage Analysis on the SHIWA Platform. J. Grid Comput. 11 (3) (2013)
A. Klomp, Matthan W. A. Caan, D. Denys, Aart J. Nederveen, Liesbeth Reneman
Feasibility of ASL-based phMRI with a single dose of oral citalopram for repeated assessment of serotonin function. NeuroImage 63 (3) (2012)
Shayan Shahand, Matthan W. A. Caan, Antoine H. C. van Kampen, Sílvia D. Olabarriaga
Integrated Support for Neuroscience Research: from Study Design to Publication. HealthGrid (2012)
Matthan W. A. Caan, Shayan Shahand, Frans M. Vos, Antoine H. C. van Kampen, Sílvia D. Olabarriaga
Evolution of grid-based services for Diffusion Tensor Image analysis. Future Gener. Comput. Syst. 28 (8) (2012)
Vladimir Korkhov, Dagmar Krefting, Johan Montagnat, Tram Truong Huu, Tamas Kukla, Gábor Terstyánszky, David Manset, Matthan W. A. Caan, Sílvia D. Olabarriaga
SHIWA workflow interoperability solutions for neuroimaging data analysis. HealthGrid (2012)
Matthan W. A. Caan, Lucas J. van Vliet, Charles B. L. M. Majoie, Maaike M. van der Graaff, Cornelis A. Grimbergen, Frans M. Vos
Nonrigid Point Set Matching of White Matter Tracts for Diffusion Tensor Image Analysis. IEEE Trans. Biomed. Eng. 58 (9) (2011)
Yassene Mohammed, Shayan Shahand, Vladimir Korkhov, Angela C. M. Luyf, Barbera D. C. van Schaik, Matthan W. A. Caan, Antoine H. C. van Kampen, Magnus Palmblad, Sílvia D. Olabarriaga
Data Decomposition in Biomedical e-Science Applications. e-Science Workshops (2011)
Vladimir Korkhov, Dagmar Krefting, Tamas Kukla, Gábor Terstyánszky, Matthan W. A. Caan, Sílvia Delgado Olabarriaga
Exploring workflow interoperability tools for neuroimaging data analysis. WORKS@SC (2011)
Zhang Li, Matthan W. A. Caan, Manon L. Ziech, Jaap Stoker, Lucas J. van Vliet, Frans M. Vos
3D Non-rigid Motion Correction of Free-Breathing Abdominal DCE-MRI Data. Abdominal Imaging (2011)
Matthan W. A. Caan, Ganesh Khedoe, Dirk H. J. Poot, Arjan Jan den Dekker, Sílvia Delgado Olabarriaga, Kees Grimbergen, Lucas J. van Vliet, Frans Vos
Adaptive Noise Filtering for Accurate and Precise Diffusion Estimation in Fiber Crossings. MICCAI (1) (2010)
Matthan W. A. Caan, Ganesh Khedoe, Dirk H. J. Poot, Arjan Jan den Dekker, Sílvia Delgado Olabarriaga, Kees Grimbergen, Lucas J. van Vliet, Frans M. Vos
Estimation of Diffusion Properties in Crossing Fiber Bundles. IEEE Trans. Medical Imaging 29 (8) (2010)
Matthan W. A. Caan, Frans M. Vos, Antoine H. C. van Kampen, Sílvia D. Olabarriaga, Lucas J. van Vliet
Gridifying a Diffusion Tensor Imaging Analysis Pipeline. CCGRID (2010)
Sander van Noorden, Matthan W. A. Caan, Maaike van der Graaf, Lucas J. van Vliet, Frans Vos
A Comparison of the Cingulum Tract in ALS-B Patients and Controls Using Kernel Matching. MICCAI (2) (2010)
Matthan W. A. Caan, Caroline A. Sage, Maaike van der Graaf, Cornelis A. Grimbergen, Stefan Sunaert, Lucas J. van Vliet, Frans Vos
Dual Tensor Atlas Generation Based on a Cohort of Coregistered non-HARDI Datasets. MICCAI (1) (2009)
Matthan W. A. Caan, Lucas J. van Vliet, Charles B. L. M. Majoie, Eline Aukema, Kees Grimbergen, Frans Vos
Spatial Consistency in 3D Tract-Based Clustering Statistics. MICCAI (1) (2008)
Simon Caton, Matthan W. A. Caan, Sílvia Delgado Olabarriaga, Omer F. Rana, Bruce G. Batchelor
Using Dynamic Condor-Based Services for Classifying Schizophrenia in Diffusion Tensor Images. CCGRID (2008)
Matthan W. A. Caan, Koen A. Vermeer, Lucas J. van Vliet, Kees Grimbergen, Frans Vos
Pruning Datasets in Discriminant Analysis: A DTI Study to Schizophrenia. ISBI (2007)
Frans Vos, Matthan W. A. Caan, Koen A. Vermeer, Charles B. L. M. Majoie, G. J. den Heeten, Lucas J. van Vliet
Linear and Kernel Fisher Discriminant Analysis for Studying Diffusion Tensor Images in Schizophrenia. ISBI (2007)
Matthan W. A. Caan, Anne Willem de Vries, Ganesh Khedoe, Erik Akkerman, Lucas J. van Vliet, Kees Grimbergen, Frans Vos
Generating Fiber Crossing Phantoms Out of Experimental DWIs. MICCAI (1) (2007)
Matthan W. A. Caan, Koen A. Vermeer, Lucas J. van Vliet, Charles B. L. M. Majoie, Bart Peters, G. J. den Heeten, Frans M. Vos
Shaving diffusion tensor images in discriminant analysis: A study into schizophrenia. Medical Image Anal. 10 (6) (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

Matthan W. A. Caan