Matthan W. A. Caan

56 papers B 3Journal 32Unranked 18

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Deep generative models for vessel segmentation in CT angiography of the brain. Comput. Biol. Medicine Henk van Voorst, Jiahang Su, Praneeta Konduri, Charles B. L. M. Majoie, Yvo B. W. E. M. Roos, Bart J. Emmer, Henk A. Marquering, Bob D. de Vos, Matthan W. A. Caan, Ivana Isgum
2024	J	`jnl`	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. Dimitrios Karkalousos, Ivana Isgum, Henk A. Marquering, Matthan W. A. Caan
2024	J	`jnl`	ATOMMIC: An Advanced Toolbox for Multitask Medical Imaging Consistency to facilitate Artificial Intelligence applications from acquisition to analysis in Magnetic Resonance Imaging. CoRR Dimitrios Karkalousos, Ivana Isgum, Henk A. Marquering, Matthan W. A. Caan
2024	J	`jnl`	Deep Learning-based Intraoperative MRI Reconstruction. CoRR 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
2024	J	`jnl`	Dynamic recurrent inference machines for accelerated MRI-guided radiotherapy of the liver. Comput. Medical Imaging Graph. Kai Lønning, Matthan W. A. Caan, Marlies E. Nowee, Jan-Jakob Sonke
2023	—	`conf`	MultiTask Learning for accelerated-MRI Reconstruction and Segmentation of Brain Lesions in Multiple Sclerosis. MIDL Dimitrios Karkalousos, Ivana Isgum, Henk A. Marquering, Matthan W. A. Caan
2022	J	`jnl`	A Densely Interconnected Network for Deep Learning Accelerated MRI. CoRR Jon André Ottesen, Matthan W. A. Caan, Inge Rasmus Groote, Atle Bjørnerud
2022	J	`jnl`	A unified model for reconstruction and R2* mapping of accelerated 7T data using the quantitative recurrent inference machine. NeuroImage 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
2022	J	`jnl`	DIRECT: Deep Image REConstruction Toolkit. J. Open Source Softw. George Yiasemis, Nikita Moriakov, Dimitrios Karkalousos, Matthan W. A. Caan, Jonas Teuwen
2022	J	`jnl`	Domain- and task-specific transfer learning for medical segmentation tasks. Comput. Methods Programs Biomed. Riaan Zoetmulder, Efstratios Gavves, Matthan W. A. Caan, Henk A. Marquering
2021	J	`jnl`	Assessment of Data Consistency through Cascades of Independently Recurrent Inference Machines for fast and robust accelerated MRI reconstruction. CoRR Dimitrios Karkalousos, S. Noteboom, H. E. Hulst, Franciscus M. Vos, Matthan W. A. Caan
2021	—	`conf`	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 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
2021	J	`jnl`	Recurrent Inference Machines as inverse problem solvers for MR relaxometry. CoRR Emanoel R. Sabidussi, Stefan Klein, Matthan W. A. Caan, Shabab Bazrafkan, Arnold J. den Dekker, Jan Sijbers, Wiro J. Niessen, Dirk H. J. Poot
2021	J	`jnl`	Recurrent inference machines as inverse problem solvers for MR relaxometry. Medical Image Anal. Emanoel R. Sabidussi, Stefan Klein, Matthan W. A. Caan, Shabab Bazrafkan, Arnold J. den Dekker, Jan Sijbers, Wiro J. Niessen, Dirk H. J. Poot
2020	J	`jnl`	Does higher sampling rate (multiband + SENSE) improve group statistics - An example from social neuroscience block design at 3T. NeuroImage Ritu Bhandari, Evgeniya Kirilina, Matthan W. A. Caan, Judith Suttrup, Teresa De Sanctis, Lorenzo De Angelis, Christian Keysers, Valeria Gazzola
2020	J	`jnl`	ExploreASL: An image processing pipeline for multi-center ASL perfusion MRI studies. NeuroImage 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 M. J. Kant, Matthan W. A. Caan, Catherine Morgan, Jeroen de Bresser, Elisabeth Lysvik, Frederik Barkhof
2020	J	`jnl`	Multi-channel MR Reconstruction (MC-MRRec) Challenge - Comparing Accelerated MR Reconstruction Models and Assessing Their Genereralizability to Datasets Collected with Different Coils. CoRR 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
2020	J	`jnl`	Sharpness in motion corrected quantitative imaging at 7T. NeuroImage Pierre-Louis Bazin, Hannah E. Nijsse, Wietske van der Zwaag, Daniel Gallichan, Anneke Alkemade, Frans M. Vos, Birte U. Forstmann, Matthan W. A. Caan
2019	J	`jnl`	Recurrent inference machines for reconstructing heterogeneous MRI data. Medical Image Anal. Kai Lønning, Patrick Putzky, Jan-Jakob Sonke, Liesbeth Reneman, Matthan W. A. Caan, Max Welling
2019	J	`jnl`	i-RIM applied to the fastMRI challenge. CoRR Patrick Putzky, Dimitrios Karkalousos, Jonas Teuwen, Nikita Miriakov, Bart Bakker, Matthan W. A. Caan, Max Welling
2017	—	`conf`	Comparative Visualization for Diffusion Tensor Imaging Group Study at Multiple Levels of Detail. VCBM Changgong Zhang, Thomas Höllt, Matthan W. A. Caan, Elmar Eisemann, Anna Vilanova
2017	J	`jnl`	Overview + Detail Visualization for Ensembles of Diffusion Tensors. Comput. Graph. Forum Changgong Zhang, Matthan W. A. Caan, Thomas Höllt, Elmar Eisemann, Anna Vilanova
2017	J	`jnl`	Predicting brain age with deep learning from raw imaging data results in a reliable and heritable biomarker. NeuroImage James H. Cole, Rudra P. K. Poudel, Dimosthenis Tsagkrasoulis, Matthan W. A. Caan, Claire J. Steves, Tim D. Spector, Giovanni Montana
2016	J	`jnl`	Predicting brain age with deep learning from raw imaging data results in a reliable and heritable biomarker. CoRR James H. Cole, Rudra P. K. Poudel, Dimosthenis Tsagkrasoulis, Matthan W. A. Caan, Claire J. Steves, Tim D. Spector, Giovanni Montana
2015	J	`jnl`	A data-centric neuroscience gateway: design, implementation, and experiences. Concurr. Comput. Pract. Exp. Shayan Shahand, Ammar Benabdelkader, Mohammad Mahdi Jaghoori, Mostapha al Mourabit, Jordi Huguet, Matthan W. A. Caan, Antoine H. C. van Kampen, Sílvia Delgado Olabarriaga
2015	B	`conf`	Estimating diffusion properties in complex fiber configurations based on structure-adaptive multi-valued tensor-field filtering. Image Processing Jianfei Yang, Dirk H. J. Poot, Georgius A. M. Arkesteijn, Matthan W. A. Caan, Lucas J. van Vliet, Frans M. Vos
2015	J	`jnl`	Expiration-Phase Template-Based Motion Correction of Free-Breathing Abdominal Dynamic Contrast Enhanced MRI. IEEE Trans. Biomed. Eng. 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
2015	—	`conf`	Rank-2 model-order selection in diffusion tensor MRI: Infromation complexity based on the total Kullback-Leibler divergence. ISBI Jianfei Yang, Dirk H. J. Poot, Matthan W. A. Caan, Frans M. Vos, Lucas J. van Vliet
2015	—	`conf`	Robust Automated White Matter Pathway Reconstruction for Large Studies. MICCAI (1) Jalmar Teeuw, Matthan W. A. Caan, Sílvia Delgado Olabarriaga
2014	—	`ch.`	Computational Neuroscience Gateway: A Science Gateway Based on the WS-PGRADE/gUSE. Science Gateways for Distributed Computing Infrastructures Shayan Shahand, Mohammad Mahdi Jaghoori, Ammar Benabdelkader, Juan Luis Font-Calvo, Jordi Huguet, Matthan W. A. Caan, Antoine H. C. van Kampen, Sílvia D. Olabarriaga
2014	—	`ch.`	WS-PGRADE/gUSE-Based Science Gateways in Teaching. Science Gateways for Distributed Computing Infrastructures Sílvia Delgado Olabarriaga, Ammar Benabdelkader, Matthan W. A. Caan, Mohammad Mahdi Jaghoori, Jens Krüger, Luis de la Garza, Christopher Mohr, Benjamin Schubert, Anatoli Danezi, Tamás Kiss
2013	—	`conf`	A Data-Centric Science Gateway for Computational Neuroscience. IWSG 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
2013	J	`jnl`	Exploring Workflow Interoperability for Neuroimage Analysis on the SHIWA Platform. J. Grid Comput. Vladimir Korkhov, Dagmar Krefting, Tamas Kukla, Gábor Terstyánszky, Matthan W. A. Caan, Sílvia D. Olabarriaga
2013	J	`jnl`	Mapping the hemodynamic response in human subjects to a dopaminergic challenge with dextroamphetamine using ASL-based pharmacological MRI. NeuroImage 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
2013	J	`jnl`	No association between striatal dopamine transporter binding and body mass index: A multi-center European study in healthy volunteers. NeuroImage 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
2013	J	`jnl`	Test-retest reliability of task-related pharmacological MRI with a single-dose oral citalopram challenge. NeuroImage A. Klomp, Guido A. van Wingen, Michiel B. de Ruiter, Matthan W. A. Caan, Damiaan Denys, Liesbeth Reneman
2012	J	`jnl`	Evolution of grid-based services for Diffusion Tensor Image analysis. Future Gener. Comput. Syst. Matthan W. A. Caan, Shayan Shahand, Frans M. Vos, Antoine H. C. van Kampen, Sílvia D. Olabarriaga
2012	J	`jnl`	Feasibility of ASL-based phMRI with a single dose of oral citalopram for repeated assessment of serotonin function. NeuroImage A. Klomp, Matthan W. A. Caan, Damiaan Denys, Aart J. Nederveen, Liesbeth Reneman
2012	—	`conf`	Integrated Support for Neuroscience Research: from Study Design to Publication. HealthGrid Shayan Shahand, Matthan W. A. Caan, Antoine H. C. van Kampen, Sílvia D. Olabarriaga
2012	—	`conf`	SHIWA workflow interoperability solutions for neuroimaging data analysis. HealthGrid Vladimir Korkhov, Dagmar Krefting, Johan Montagnat, Tram Truong Huu, Tamas Kukla, Gábor Terstyánszky, David Manset, Matthan W. A. Caan, Sílvia D. Olabarriaga
2011	—	`conf`	3D Non-rigid Motion Correction of Free-Breathing Abdominal DCE-MRI Data. Abdominal Imaging Zhang Li, Matthan W. A. Caan, Manon L. Ziech, Jaap Stoker, Lucas J. van Vliet, Frans M. Vos
2011	—	`conf`	Data Decomposition in Biomedical e-Science Applications. e-Science Workshops 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
2011	—	`conf`	Exploring workflow interoperability tools for neuroimaging data analysis. WORKS@SC Vladimir Korkhov, Dagmar Krefting, Tamas Kukla, Gábor Terstyánszky, Matthan W. A. Caan, Sílvia Delgado Olabarriaga
2011	J	`jnl`	Nonrigid Point Set Matching of White Matter Tracts for Diffusion Tensor Image Analysis. IEEE Trans. Biomed. Eng. Matthan W. A. Caan, Lucas J. van Vliet, Charles B. L. M. Majoie, Maaike M. van der Graaff, Cornelis A. Grimbergen, Frans M. Vos
2010	—	`conf`	A Comparison of the Cingulum Tract in ALS-B Patients and Controls Using Kernel Matching. MICCAI (2) Sander van Noorden, Matthan W. A. Caan, Maaike van der Graaf, Lucas J. van Vliet, Frans Vos
2010	—	`conf`	Adaptive Noise Filtering for Accurate and Precise Diffusion Estimation in Fiber Crossings. MICCAI (1) Matthan W. A. Caan, Ganesh Khedoe, Dirk H. J. Poot, Arjan den Dekker, Sílvia Delgado Olabarriaga, Kees Grimbergen, Lucas J. van Vliet, Frans Vos
2010	J	`jnl`	Estimation of Diffusion Properties in Crossing Fiber Bundles. IEEE Trans. Medical Imaging Matthan W. A. Caan, Ganesh Khedoe, Dirk H. J. Poot, Arjan den Dekker, Sílvia Delgado Olabarriaga, Kees Grimbergen, Lucas J. van Vliet, Frans M. Vos
2010	B	`conf`	Gridifying a Diffusion Tensor Imaging Analysis Pipeline. CCGRID Matthan W. A. Caan, Frans M. Vos, Antoine H. C. van Kampen, Sílvia D. Olabarriaga, Lucas J. van Vliet
2010	—	`—`	Quantifying Pathology in Diffusion Weighted MRI. Matthan W. A. Caan
2009	—	`conf`	Dual Tensor Atlas Generation Based on a Cohort of Coregistered non-HARDI Datasets. MICCAI (1) Matthan W. A. Caan, Caroline A. Sage, Maaike van der Graaf, Cornelis A. Grimbergen, Stefan Sunaert, Lucas J. van Vliet, Frans Vos
2008	—	`conf`	Spatial Consistency in 3D Tract-Based Clustering Statistics. MICCAI (1) Matthan W. A. Caan, Lucas J. van Vliet, Charles B. L. M. Majoie, Eline Aukema, Kees Grimbergen, Frans Vos
2008	B	`conf`	Using Dynamic Condor-Based Services for Classifying Schizophrenia in Diffusion Tensor Images. CCGRID Simon Caton, Matthan W. A. Caan, Sílvia Delgado Olabarriaga, Omer F. Rana, Bruce G. Batchelor
2007	—	`conf`	Generating Fiber Crossing Phantoms Out of Experimental DWIs. MICCAI (1) Matthan W. A. Caan, Anne Willem de Vries, Ganesh Khedoe, Erik Akkerman, Lucas J. van Vliet, Kees Grimbergen, Frans Vos
2007	—	`conf`	Linear and Kernel Fisher Discriminant Analysis for Studying Diffusion Tensor Images in Schizophrenia. ISBI Frans Vos, Matthan W. A. Caan, Koen A. Vermeer, Charles B. L. M. Majoie, G. J. den Heeten, Lucas J. van Vliet
2007	—	`conf`	Pruning Datasets in Discriminant Analysis: A DTI Study to Schizophrenia. ISBI Matthan W. A. Caan, Koen A. Vermeer, Lucas J. van Vliet, Kees Grimbergen, Frans Vos
2006	J	`jnl`	Shaving diffusion tensor images in discriminant analysis: A study into schizophrenia. Medical Image Anal. 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